Friday, October 23, 2026|20°C Partly Cloudy
Next edition scheduled
Your Personal Daily Intelligence

The Technology Desk

Technology

Models, chips, platforms, and the policy lines being drawn around them.

91 stories · Edition of 2026-07-10 · Curated by AI at Invalid Date

TECHNOLOGY

County Pays $1 Million to Extortion Group Following Data Theft

105d ago · Source: theregister

A US county paid $1 million to the extortion group Kairos after a data breach that compromised more than 2 TB of files. The group promised deletion of the data but provided no independent verification that the files had been removed.

The incident occurred in May and June 2025, according to a leaked negotiation transcript analyzed by researcher Rakesh Krishnan on the Ransom-ISAC platform. The victim was described only as a US county, initially receiving a $3 million demand. Negotiations progressed from an initial $100,000 offer to $255,000, then $430,000, before settling at $1 million.

The stolen data included names, Social Security numbers, driver’s license numbers, financial account information, dates of birth, fingerprint records, medical information, payment card details and passport numbers. The city of Dublin, Ohio lies within the county, and Union County had previously reported a May 2025 ransomware incident involving similar personal information.

The FBI and the Cybersecurity and Infrastructure Agency advise that paying ransoms does not guarantee data recovery and may encourage further attacks. While no federal ban on ransom payments exists, North Carolina and Florida have enacted statutes prohibiting public agencies from paying extortion demands. Experts argue that addressing widespread digital insecurity, rather than imposing blanket payment bans, is necessary to reduce ransomware incidents.

The case highlights the challenge of independently verifying data deletion claims and continues to fuel debate over the effectiveness of ransom payments as a response to cyber extortion.

TECHNOLOGY

Microsoft Patch Fixes Windows Defender Zero-Day That Could Fill Disk Space

105d ago · Source: arstechnica

Microsoft released a patch on Wednesday to address a zero‑day vulnerability, identified as CVE‑2026‑50656, in its Windows Defender security engine that could allow remote attackers to consume all available disk space on Windows 10 and Windows 11 systems. The flaw, dubbed RoguePlanet, was disclosed in June by researcher NightmareEclipse, who also published exploit code. The vulnerability permits arbitrary file writes regardless of real‑time protection status, bypassing Defender’s usual file‑size limits. Microsoft’s update to the Malware Protection Engine (mpengine.dll) will be delivered automatically through Windows Update and includes additional defense‑in‑depth measures. NightmareEclipse noted that the new mitigations introduce a bug that may cause the driver to mishandle data, potentially leading to unlimited file creation. The issue stems from how the SpyNet cloud reporting component interacts with the engine, and Defender normally restricts file size during quarantine, but the researcher found an exception that allows caching of Zone.Identifier alternate data streams of any size. Microsoft has not indicated any immediate widespread exploitation, and the patch is expected to mitigate the risk once deployed, though the researcher warned that the underlying flaw remains until the bug in mpengine.dll is resolved.

TECHNOLOGY

SAP Eases Access to Legacy Product Support, Ending EU Antitrust Probe

105d ago · Source: theregister

SAP has agreed to eliminate reinstatement fees and lower back‑maintenance charges for customers using its legacy ERP product, ending a European Commission antitrust investigation. The inquiry, launched in September 2023, alleged that SAP restricted competition in the aftermarket for maintenance and support services, limiting customer choices and increasing costs. SAP’s mainstream support for ERP Central Component (ECC) ends in December 2027, while extended maintenance is available until December 2030 for an additional two percentage points on fees. Gartner reported that in Q4 2024 only 39 percent of the roughly 35,000 worldwide ECC customers had begun transitioning to SAP S/4HANA. In September 2023, European retailer Kingfisher, owner of brands B&Q and Screwfix, told a Gartner conference it had selected third‑party provider Rimini Street to support ECC 6.0 because of perceived insufficient value in migrating to SAP S/4HANA. European Commission executive vice‑president Teresa Ribera said the decision gives customers more freedom to choose support services without unfair restrictions that raised costs and stifled competition, and that the commitments set a benchmark for the industry. SAP said its maintenance practices align with industry standards and that customers have a broad range of deployment, licensing and support options. The commitments, which apply globally for ten years, focus on on‑premise maintenance and are intended to provide clarity and predictability for customers, partners and investors as SAP moves toward an AI‑enabled autonomous enterprise.

TECHNOLOGY

Meta Introduces Muse Spark 1.1 Multimodal Reasoning Model

105d ago · Source: Hacker News

Meta introduced Muse Spark 1.1, a multimodal reasoning model for agentic tasks, on Tuesday. The new model succeeds Muse Spark and adds improvements in tool use, coding, and multimodal understanding.

Muse Spark 1.1 supports a context window of one million tokens, allowing it to retain actions and retrieve information from earlier work while compacting critical steps for later use. The model can orchestrate multiple agents, delegate tasks, and adapt to changes in task context without user intervention.

In computer‑use workflows, Muse Spark 1.1 maintains context across extended sessions, adapts to evolving requirements, and can automate steps or interact directly with interfaces as appropriate. It can write scripts when automation is more efficient and generate batches of actions at each step.

For coding, the model shows improvements on real‑world tasks involving large codebases. It can diagnose and fix complex bugs, add features to enterprise systems, and execute large migrations. Testing in OpenCode demonstrates its ability to build a web application, capture screenshots to identify failures, locate relevant code, implement fixes, and validate changes.

Safety evaluations were conducted according to Meta’s Advanced AI Scaling Framework. Assessments across chemical and biological, cybersecurity, and loss‑of‑control risk categories indicate the model operates within safe margins, showing resistance to jailbreaks, prompt injection, and other adversarial attacks, with lower hallucination and sycophancy rates.

Developers can access Muse Spark 1.1 through the public preview of the Meta Model API. The model is available in the Meta AI app and on meta.ai in "Thinking" mode. Early partners have praised its capabilities. Amjad Masad, CEO of Replit, said the model packs a million‑token context, multimodal support, built‑in search with citations, strong reasoning, strong coding abilities, structured output, and parallel tool calling in an OpenAI‑compatible package. Saoud Rizwan, CEO of Cline, noted the combination of long context handling with strong coding and reasoning makes it viable for large‑scale coding workloads. Yashodha Bhavnani, VP of AI Products at Box, said the model delivers enterprise‑level intelligence and procedural workflow strengths for professional services, public sector, and industrial operations.

Meta also launched Muse Image this week, expanding its multimodal offerings. The company said it continues to develop more capable models and plans to share future updates.

TECHNOLOGY

EU Parliament Re‑Approves Temporary Chat Control 1.0 Regulation

105d ago · Source: Hacker News

EU Parliament allowed the temporary Chat Control 1.0 rule to remain in force, permitting suspicionless scanning of private messages on platforms such as Instagram, Discord, Snapchat, Skype, Xbox, Gmail and iCloud, after a vote failed to reach the required majority. The latest vote recorded 314 against, 276 in favor and 17 abstentions, falling short of the 361 votes needed for an absolute majority. A separate amendment to limit scanning to suspects identified by the judiciary received 322 votes for and 255 against but also failed to achieve the required majority. Dr. Patrick Breyer, former MEP and civil‑rights activist, said the outcome undermines democratic will and hampers effective child protection. He noted that the volume of suspected abuse reports from the United States has dropped by 50 % since 2022, according to EU Commission figures, and that mass scanning accounted for only 36 % of abuse reports in 2024. The German Federal Criminal Police Office reported that 48 % of alerts are not criminally relevant, while crime statistics show that 40 % of investigations target minors themselves. Breyer added that 99 % of reports generated by Meta consist of previously known material, which he said does little to stop ongoing abuse. The EU Commission said there is no evidence that suspicionless scanning has increased convictions or rescued children, and said existing tools such as court‑ordered wiretaps and user reports remain available. The interim regulation will stay in effect until 2028 or until a permanent agreement is reached, with negotiations resuming in September. The debate over privacy and child‑safety measures is set to continue.

TECHNOLOGY

VESA Introduces New DisplayHDR True Black 1400 Certification Standard

105d ago · Source: kitguru

VESA announced the DisplayHDR True Black 1400 certification tier for OLED displays. The tier requires a peak luminance of at least 1400 cd/m² and a black level of 0.0005 cd/m². Displays must also achieve a minimum full‑screen luminance of 700 cd/m². The specification relies on tandem OLED architectures that enable higher sustained brightness without degrading black levels. VESA’s testing framework, originally defined in DisplayHDR CTS 1.2, adds stricter validation for colour accuracy, contrast and black‑level performance. Lenovo will present the first certified displays at Bilibili World 2026 in Shanghai from July 10‑12. Samsung plans to demonstrate OLED and QD‑OLED panels that meet the tier at various trade shows during the second half of the year. KitGuru noted that meeting the criteria may be challenging for many upcoming OLED models.

TECHNOLOGY

Global PC Shipments Fell 4.9% in Q2 2026 as Memory Shortages Intensify; Apple's MacBook Neo Shipments Rise 10.1%

105d ago · Source: wccftech

Worldwide PC shipments declined 4.9% in the second quarter of 2026, dropping to 68.2 million units, while Apple reported a 10.1% increase in MacBook Neo shipments. The decline follows continued memory shortages that have limited component availability and contributed to higher prices across the industry. IDC's quarterly tracker recorded the first drop in shipments after nine consecutive quarters of growth. Lenovo shipped 16.6 million units, a 2.1% decrease from the prior year, followed by HP with 13.0 million units (down 9.0%), Dell with 9.3 million units (down 5.0%), and ASUS with 5.0 million units (flat). The remaining vendors shipped 17.5 million units, down 10.5% from the previous year. Apple shipped 6.7 million units, an increase of 10.1% year‑over‑year. According to IDC research director Jitesh Ubrani, revenue growth outpaced unit decline because vendors raised prices faster than demand fell. He noted that memory supply is not expected to improve before early 2028, suggesting limited inventory pull‑forward in the second half of 2026. The shortage has also delayed the rollout of Intel's Core Series 3 laptops, which were intended to compete with the MacBook Neo, leaving many models unavailable on retail channels.

TECHNOLOGY

Microsoft Reported 25% Increase in Carbon Emissions 2025

105d ago · Source: theverge

Microsoft’s 2026 sustainability report indicated that its carbon emissions rose 25 percent in 2025, reaching 34 million metric tons, according to the company. The increase was attributed primarily to the expansion of its datacenter infrastructure and to its February decision to stop purchasing non‑additional, unbundled renewable energy certificates. Microsoft has pledged to be carbon negative by 2030, a goal that requires removing more carbon than it emits. The report noted that AI‑driven demand for energy, water, land and materials is outpacing the scaling of its sustainability solutions. Google’s 2026 sustainability report also showed a 25 percent rise in its supply chain emissions, while Amazon reported a 16 percent increase and said its data centers used 2.5 billion gallons of water in 2025, less than Microsoft’s consumption. The company has not disclosed a timeline for addressing the emissions growth or accelerating its sustainability measures.

TECHNOLOGY

Samsung Raises 5nm and 4nm Wafer Prices 15%

105d ago · Source: wccftech

Samsung has increased wafer prices for its 5‑nanometer and 4‑nanometer manufacturing processes by roughly 15%, according to industry sources. The increase follows a comparable price rise by TSMC that was reported in June.

The price changes are tied to higher demand for artificial‑intelligence chips, which has created a supply‑driven pricing environment in the semiconductor sector.

Industry analysts say that demand for advanced chips now outpaces supply, giving manufacturers the ability to raise prices. Samsung’s adjustment is limited to the 5‑nanometer and 4‑nanometer nodes, while TSMC’s earlier increase covered a broader range of process technologies, including 7‑nanometer. TSMC declined to comment on its pricing, saying its strategy is strategic rather than opportunistic and that it will continue to work closely with customers.

If demand for AI‑related chips remains high, further price adjustments are likely.

TECHNOLOGY

Colibrì Demonstrates Running 744B GLM‑5.2 Model on Consumer Machine

105d ago · Source: Hacker News

Colibrì Demonstrates Running 744B GLM‑5.2 Model on Consumer Machine

The open‑source project colibrì shows that the 744‑billion‑parameter GLM‑5.2 Mixture‑of‑Experts model can be executed on a desktop computer with 25 GB of RAM using only C code and disk‑streamed expert weights.

GLM‑5.2 activates roughly 40 billion parameters per token, requiring about 11 GB of shifting data; the remaining 17 billion parameters for attention, embeddings and shared experts stay resident in RAM.

The engine consists of a single C source file (c/glm.c, ~1,300 lines) and small headers; no external libraries, no GPU reliance.

Dense components are kept in RAM in int4 format, using about 9.9 GB; expert weights are stored on disk in a ~370 GB int4 container and loaded on demand via a per‑layer LRU cache and optional pinned hot‑store.

Quantization kernels support int8, packed int4, and packed int2 formats, employing AVX2 instructions for matrix multiplication; int8 matmuls achieve 1.4–2.5× speed over fp32, while int4 provides up to 1.8× speed in batch operations.

MTP speculative decoding uses an int8 draft head; acceptance rates range from 39 % to 59 % with 2.2–2.8 drafted tokens per forward pass, and the feature can be disabled until the cache warms.

The learning cache records expert usage and automatically pins the most frequently accessed experts in spare RAM, improving throughput as the session progresses.

Performance metrics: load time ~30 seconds; resident RAM ~9.9 GB; peak RSS during interactive use ~20 GB; cold decode cost ~11 GB of disk reads per token; throughput varies with storage speed, from ~0.05 tokens per second on a 1 GB/s NVMe VHDX to ~0.5–1 token per second on a PCIe 4 NVMe drive with 32 GB RAM, and up to ~2–4 tokens per second with faster storage and larger RAM allocations.

Requirements: Linux or WSL2, gcc with OpenMP and AVX2 support, at least 16 GB RAM, and a local NVMe drive with at least 370 GB free space for the int4 model; optional CUDA backend requires an NVIDIA driver and CUDA toolkit.

Limitations: random read performance of the storage device constrains cold token latency; sustained high read rates can generate swap activity and increase drive temperature; expert‑pinning and cache sizing are automatic but still limited by available RAM.

Community contributions are invited through issue reports of benchmark numbers, hardware donations, or code improvements; the project remains under an Apache 2.0 license for the engine and MIT for the model weights.

The engine’s design shows that large language models can be run on modest hardware through careful streaming and quantization, and performance is expected to increase as faster storage and larger memory become available.

TECHNOLOGY

Apple TV 4K Rumored to Receive A17 Pro Chip and Wi‑Fi 7 Update in 2026

105d ago · Source: macrumors

Apple TV 4K, last updated in 2022, is expected to receive a hardware refresh in 2026, pending the release of AI features in iOS 27. The device has retained its design since 2022, using a black plastic squircle shape. It runs on an A15 Bionic chip and lacks recent updates. Apple plans to upgrade the 2026 model with an A17 Pro chip, which supports Apple Intelligence and includes hardware‑accelerated ray tracing and AV1 decoding. The A17 Pro is manufactured on a 3‑nanometer process and previously appeared in the iPhone 15 Pro and iPad mini 7. Rumors also suggest possible use of a newer A18 or A19 chip and increased RAM if Apple Intelligence is implemented. The rollout of enhanced Siri capabilities tied to iOS 27 is delaying the launch; Bloomberg’s Mark Gurman reported that the AI features have been postponed to the September 2026 iOS update. The updated Siri may require additional memory and processing power, influencing the timing of the TV refresh. Other anticipated changes include an N1 networking chip with Wi‑Fi 7 support, Bluetooth 6, and continued Thread connectivity for Matter and smart‑home hub functions. A new Siri Remote is possible but not confirmed. Pricing is expected to remain unchanged despite a June 2026 price increase for the existing model and other Apple products. The launch could coincide with the release of new iPhone models. The device’s release remains contingent on the AI software rollout, and no official announcement has been made.

TECHNOLOGY

Apple TV Announces August Schedule for Friday Night Baseball

105d ago · Source: 9to5mac

Apple TV unveiled the August schedule for its Friday Night Baseball streaming service, which will present weekly doubleheaders on Fridays throughout the month. The schedule includes games featuring the Baltimore Orioles, Texas Rangers, Tampa Bay Rays, Seattle Mariners, St. Louis Cardinals, Chicago Cubs, New York Yankees, Toronto Blue Jays, Los Angeles Angels, Boston Red Sox and others. On August 7, the Orioles will play the Rangers at 8 p.m. ET, and the Rays will face the Mariners at 9:30 p.m. ET. On August 14, the Cardinals will meet the Cubs at 2 p.m. ET, and the Yankees will face the Blue Jays at 7 p.m. ET. On August 21, the Rays will take on the Orioles at 7 p.m. ET, and the Angels will play the Rangers at 8 p.m. ET. On August 28, the Red Sox will meet the Yankees at 7 p.m. ET, and the Mariners will face the Blue Jays at 7 p.m. ET. The broadcast team will consist of play‑by‑play announcers Wayne Randazzo and Alex Faust, analysts Dontrelle Willis and Ryan Spilborghs, and sideline reporters Heidi Watney and Tricia Whitaker, with Rich Waltz calling select games; weekly announcer assignments will be released in advance. Pregame shows will be hosted by Lauren Gardner, former MLB All‑Star Eric Hosmer and insider Russell Dorsey. Fans in the United States and Canada can listen to local radio broadcasts of each game when available, though the Canadian option is limited to Blue Jays home games. Apple TV is priced at $12.99 per month or included in the Apple One bundle, which also provides access to other programming.

TECHNOLOGY

Two New ETFs Exclude Elon Musk's Companies

105d ago · Source: techcrunch

Two new exchange-traded funds, the Nasdaq-100 Ex-Elon Enterprises ETF and the S&P 500 Ex-Elon Enterprises ETF, were filed with the U.S. Securities and Exchange Commission to exclude equity securities of companies founded, controlled, or led by Elon Musk. The funds, registered by Tidal Trust I and linked to Subversive Markets Lab LLC, list Tesla (TSLA) and Space Exploration Technologies Corp. (SPCX) as the excluded enterprises as of the prospectus date. Musk’s other ventures, including Neuralink and The Boring Company, are not publicly traded. The prospectus states the funds aim to provide capital appreciation through exposure to a broad universe of large‑capitalization U.S. equity securities while excluding the specified Musk‑related stocks. Prior Subversive Capital ETFs have attracted attention for holding securities linked to congressional members’ trades and for mirroring partisan investment patterns. The new funds, which carry the tickers QQNE and SPNE, are expected to begin trading later this year, but it is too early to assess investor interest or performance relative to broader market funds.

TECHNOLOGY

Fidji Simo Steps Down from OpenAI AGI Chief Role to Become Part-Time Advisor

105d ago · Source: theverge

Fidji Simo, OpenAI’s chief of artificial general intelligence, said she is leaving her full-time position and will become a part-time advisor after a chronic neuroimmune condition worsened, requiring her full attention. Simo had announced in April that she would take medical leave for the condition, shortly after assuming the AGI chief title, following previous roles as head of applications. Around the same period, COO Brad Lightcap stepped down to focus on special projects and CMO Kate Rouch resigned to attend to her health, with Rouch indicating she may return to a narrower role when her health permits. The changes occurred amid a broader reshuffling of OpenAI’s executive team. In mid-May, CEO Sam Altman expressed sadness over Simo’s departure and thanked her for her contributions. A memo viewed by The Verge showed that president Greg Brockman would assume responsibility for product strategy and scaling, overseeing four pillars: core product and platform; critical enterprise industries; consumer applications; and core infrastructure, data science, and growth. Brockman wrote that the reorganization aims to prioritize AI agent goals by consolidating products into a unified agentic experience that merges ChatGPT and Codex. Analysts noted that the leadership turnover follows several high-profile exits and may affect OpenAI’s ability to deliver on its agentic platform timeline. The company has not disclosed when Simo intends to resume her full duties, and the impact of the reorganization on its AI agent roadmap remains to be seen.

TECHNOLOGY

Study Finds 25% of Long‑Form Social Media Posts Are Fully AI‑Generated

105d ago · Source: theregister

Pangram, an AI detection platform, reported that roughly 25% of long‑form social media posts are fully generated by artificial intelligence. The finding highlights a growing reliance on AI tools for content creation on professional and public platforms.

The analysis examined more than one million posts submitted through Pangram’s Chrome extension since its April launch. Long‑form content was defined as any post exceeding 250 words. The study measured full AI authorship, not assistance from large language models.

LinkedIn showed the highest rate, with 41% of long‑form posts flagged as fully AI‑generated, compared with 25% overall. Originality.ai previously reported a higher figure of 54% for LinkedIn, using a broader definition that included posts over 100 words. On X, 25% of long‑form posts were fully AI‑generated and 23.2% were partially AI‑assisted, leaving 52.7% human‑written. Medium recorded about 33% of posts with AI involvement, while Substack had 21.9% of analyzed posts showing AI contribution. Reddit’s top‑level posts contained 11.6% AI‑authored or assisted content; 98.1% of comments were human‑written.

Pangram CEO Max Spero said the rise of undisclosed AI content could erode trust online, but the company offers a subscription service to help users identify such material.

The report suggests that platforms may need to improve detection mechanisms or disclose AI use, though the current cost of the Chrome extension limits widespread adoption.

TECHNOLOGY

Google Adds AI‑Generated Ad Label in My Ad Center

105d ago · Source: theverge

Google will show a “created or edited with AI” label for ads on Search, Discover and YouTube through its My Ad Center feature. The update, announced on Thursday, places the label under the “how this ad was made” tab. Users can view the label by tapping the three dots or the info button on an ad, which opens the same panel used for blocking or reporting the ad. Google said the label will be applied automatically to ads created with its own generative AI advertising tools. For ads made with other AI tools, the label must be added manually. In some regions the label may appear directly on the ad, either automatically or when the advertiser discloses the AI involvement. Meta already provides a similar “AI info” label in the “About this ad” panel on its platforms. Google previously required disclosure for synthetic or digitally altered content in political ads in 2024 and expanded access to SynthID and C2PA content labels for deepfake detection. The new label is intended to increase transparency about AI use in advertising.

TECHNOLOGY

Jsaux Confirms It Is Still Making Front Screen Accessories for Valve Steam Machine

105d ago · Source: theverge

Jsaux said it is still manufacturing front screen accessories for Valve's Steam Machine. The company unveiled updated designs in November, months before the console's release. The accessories are offered in three display variants: standard E Ink, color E Ink, and dot matrix. No details on price or availability have been provided.

TECHNOLOGY

AI Tool Scans Web for Job Openings and Generates Resumes

105d ago · Source: theregister

An AI tool named Autopilot-Jobhunt, created by software developer Tarun Gupta, scans the internet for job listings that match a user's resume and sends the results to a Telegram account, allowing the user to review and apply manually. The tool also generates a resume and a cover letter customized for each position, which the user can approve before sending.

Gupta built the system to automate the repetitive process of searching through job postings and company pages, which he described as drudgery. The software is free to use and relies on open-source AI models accessed through the OpenRouter API; default models include Llama, Nvidia’s Nemotron, Google’s Gemma 4, and Alibaba’s Qwen3, with fallback options such as Claude Code when resources permit.

According to Hiring Lab data released on Wednesday, the number of job openings for software developers increased by 15 percent since February 2025, when Anthropic launched Claude Code, while openings for all other occupations declined by seven percent over the same period.

The developer said the tool is designed to keep user data private; the configuration file that links the locally stored resume is excluded from version control to prevent accidental sharing. Resumes are sent only to the language model selected via OpenRouter, and users can opt to use Claude Code instead if they prefer not to transmit their data through that service.

The tool is pre‑configured for software developers but can be adjusted for other career fields, allowing users to add or remove AI providers as needed. While the tool requires manual review of generated application materials, it may help job seekers reduce the time spent on searching and formatting applications.

TECHNOLOGY

VESA Introduces DisplayHDR True Black 1400 Standard for OLED Displays

105d ago · Source: wccftech

VESA announced a new DisplayHDR True Black 1400 certification for OLED displays, requiring a peak brightness of at least 1400 nits, a black‑level performance of 0.0005 nits and a full‑screen brightness of 700 nits. The standard, which builds on the DisplayHDR CTS 1.2 testing framework, adds stricter requirements for color accuracy, contrast and overall HDR image quality. VESA says the tier is intended for professional content creators and premium entertainment devices, aiming to provide consistent HDR performance from the factory. Roland Wooster, chairman of the VESA task group, said the new certification represents an important step forward for HDR content creation and premium viewing experiences. Samsung Display welcomed the standard and plans to showcase new OLED and QD‑OLED products later this year. Lenovo announced that its Yoga Pro 16 notebook is the first consumer device to meet the DisplayHDR True Black 1400 criteria. Additional certified products are expected to be revealed at the Bilibili World 2026 event in Shanghai, scheduled for July 10‑12.

TECHNOLOGY

Tencent Introduces Hy3 Language Model with Improved Performance and Open‑Source Release

105d ago · Source: Hacker News

Tencent announced Hy3, a large language model with two to five times the parameters of comparable models, on July 6, 2026. Hy3 outperforms similar‑size models and matches flagship open‑source models on reasoning, agentic and long‑context tasks. In a blind evaluation of 270 experts using work‑related tasks, Hy3 achieved a score of 2.67 out of 4, higher than GLM‑5.1’s 2.51. The model showed particular gains in frontend development, data and storage, and CI/CD workflows. Hy3 improves stability of tool calls and output formats, reducing error rates across different agent frameworks. Internal testing on SWE‑Bench Verified showed accuracy variation within 4 percentage points across CodeBuddy, Cline and KiloCode scaffoldings. Fine‑grained data cleaning and training constraints lowered hallucination from 12.5% to 5.4% and commonsense errors from 25.4% to 12.7%. Long‑context handling improved through joint supervised fine‑tuning and reinforcement learning, decreasing coreference and ellipsis errors from 17.4% to 7.9% and reducing issue rates in multi‑turn evaluations such as MRCR. At WorkBuddy, task success rose from 72% in the Hy3 preview to 90% with Hy3, while average completion time fell by 34%. Token efficiency was higher than GLM‑5.2, using 47.4% fewer tokens for document processing and 49% fewer for presentation creation. Hy3 is released under the Apache 2.0 license on GitHub, HuggingFace, ModelScope and AtomGit. The new pricing structure sets input at 1 RMB per 1 million tokens, output at 4 RMB, and cached input at 0.25 RMB. Development of Hunyuan continues with plans to scale training, enhance data quality, and refine user experience while maintaining transparency and openness.

TECHNOLOGY

NVIDIA Rubin Ultra Rack Estimated at $21 Million with HBM4e Memory Costing $1.5 Million per Unit

105d ago · Source: wccftech

NVIDIA's Rubin Ultra server rack is projected to cost about $21 million per unit, with high‑end HBM4e memory representing roughly $1.5 million of that total. The estimate, published by BofA Global Research, shows a substantial increase over the Blackwell generation.

The Rubin architecture succeeds the Blackwell series and adds more GPUs and larger memory configurations. The NVL72 rack, named Oberon, contains 72 GPUs and 36 CPUs, while the NVL144 “Kyber” rack, the Ultra variant, expands to 144 GPUs.

Each Rubin GPU includes 288 GB of HBM4 memory, resulting in 20.7 TB of HBM4 in the NVL72 rack. At a price of $18.40 per gigabyte, the HBM4 memory alone costs about $382,000 per rack. For the Ultra model, each V300 chip provides 576 GB of HBM4e memory, and an NVL144 rack holds 82.9 TB, leading to an HBM4e cost of $1.534 million per rack. The average selling price (ASP) for a standard Rubin rack is estimated at $6 million, compared with $3 million for a comparable Blackwell rack. The Ultra rack’s ASP is $21 million, up from $4 million for Blackwell Ultra.

Foxconn reported that NVIDIA’s Vera Rubin AI datacenters will require more than $47 billion per gigawatt of development and annual power expenses of $1.3 billion. NVIDIA says the systems will achieve the lowest total cost of ownership and token cost in the industry.

The pricing reflects increased memory costs and advanced hardware; the impact on AI data center deployment and market adoption remains to be seen.

TECHNOLOGY

Microsoft Releases Fix for RoguePlanet Zero-Day in Defender

105d ago · Source: theregister

Microsoft has released a fix for the RoguePlanet zero‑day vulnerability, CVE‑2026‑50656, in Microsoft Defender. The update was delivered through a Malware Protection Engine patch, not via the monthly Patch Tuesday releases. Customers are advised to ensure they are running the latest engine version to receive the fix. The vulnerability was first reported in June by security researcher Nightmare Eclipse, who published technical details and proof‑of‑concept code indicating that the flaw exploits a race condition in Defender to run commands with SYSTEM privileges. According to the researcher, the exploit can succeed on some systems with a 100 percent success rate while failing on others. The researcher also said the exploit works regardless of whether Defender’s real‑time protection is enabled. Microsoft initially stated it was investigating the claims and later clarified that it had no intention of taking legal action against legitimate security research. The researcher alleged that Microsoft removed public repositories containing the exploit from GitHub and GitLab and moved the code to a self‑hosted location. With the patch applied, Microsoft has closed all zero‑days disclosed by Nightmare Eclipse earlier this year. Whether the resolution ends the dispute between Microsoft and the researcher remains uncertain.

TECHNOLOGY

Microsoft to Disable OWA Light in August 2026 Exchange Server Update

105d ago · Source: theregister

Microsoft announced that Outlook Web Access Light will be disabled and removed with the August 2026 Exchange Server update for on‑premises installations.

OWA Light, a lightweight web client for Exchange, was introduced in 2007 to support users of older browsers and low‑bandwidth connections. The feature was deprecated on August 19, 2024, but remained available until the planned removal.

The service provided basic inbox and calendar views without support for shared mailboxes, advanced calendar functions, or task management. Microsoft noted that maintaining a separate legacy interface adds complexity and requires ongoing evaluation of security exposure as web threats evolve. The full Outlook Web App now supports Edge, Firefox, Chrome, and Safari, though some features may be limited on certain platforms.

The shutdown will eliminate the need to maintain the legacy code path, but any remaining users will need to migrate to the full Outlook Web experience before the update takes effect.

TECHNOLOGY

Apple Rumors Suggest New AirPods with Cameras May Arrive Late 2027

105d ago · Source: 9to5mac

Apple’s current AirPods lineup includes AirPods 4 priced at $99, AirPods 4 with Active Noise Cancellation at $159, AirPods Pro 3 at $219, and AirPods Max 2 at $499. Apple introduced AirPods 4 in November 2024 and updated AirPods Max earlier this year with the H2 chip, a high‑dynamic‑range amplifier and improved audio quality. Bloomberg reported that the camera‑equipped AirPods will embed cameras in both earbuds to provide environmental context for Siri, enabling functions such as suggesting recipes based on visible ingredients or displaying nutritional information. The cameras are not intended for photo or video capture. Design changes are expected to include longer stems than AirPods Pro to accommodate the cameras and a small LED that signals when recording is active. The original target release year of 2026 has been pushed to late 2027 due to delays in Apple Intelligence and Siri development. Analyst Ming‑Chi Kuo previously indicated that Apple is working on a lighter AirPods Max for 2027, though its inclusion in the roadmap is uncertain. AirPods Pro 3, released last fall, added a revised in‑ear fit, improved sound quality and a built‑in heart rate monitor. No rumors currently mention an update to the entry‑level AirPods. The release schedule for the camera‑enabled AirPods remains undisclosed, and Apple has not confirmed a specific launch date.

TECHNOLOGY

Jsaux Announces Third‑Party Screen‑Equipped Accessories for Upcoming Steam Machine

105d ago · Source: theverge

Jsaux announced on November 19, 2025 that it is developing third‑party accessories for the upcoming Steam Machine, including two face plates with integrated screens, one of which resembles Valve’s e‑paper prototype design.

The Steam Machine, a PC‑based console announced by Valve, has been anticipated following the success of the Steam Deck.

Jsaux released render images showing two face plates with integrated screens for the Steam Machine; one design mirrors Valve’s e‑paper prototype. The company has not disclosed how the screens will be powered.

The accessories are intended to broaden the Steam Machine’s market appeal, and Valve has not announced a launch date.

TECHNOLOGY

The Crew Motorfest Announced for Nintendo Switch 2 with Always-Online Requirement

105d ago · Source: kitguru

Ubisoft announced that The Crew Motorfest will launch on the Nintendo Switch 2 on October 8, offering both a physical Game‑Key Card and a digital version via the Nintendo eShop. The Crew series, which has surpassed 10 million players across its releases, has been a staple of open‑world racing games since its 2014 debut. The physical edition of the Switch 2 port consists solely of a Game‑Key Card, and the game requires a constant online connection to play, even in portable mode. No information on pricing, performance metrics, or system requirements has been released to date. Ubisoft has indicated that additional details regarding price, technical specifications, and launch features will be provided closer to the release date.

TECHNOLOGY

American Ambulance Billing Leads to Surprise Charges for Private‑Insured Patients

105d ago · Source: Hacker News

In July 2023, Jagdish Whitten, a 25‑year‑old man from San Francisco, was struck while crossing a street and initially refused ambulance transport, opting instead for a ride with a friend. He was subsequently transported by ambulance to San Francisco General Hospital, a distance of six miles, and received a bill of $12,873 from the provider, of which he paid about $3,000 after his insurer covered part of the charge.

The case exemplifies a broader pattern in which roughly three million privately insured Americans use emergency ambulance services each year, and about half receive out‑of‑network bills, a rate not observed in other medical fields. Uninsured individuals face the full, undiscounted amount without an insurer to absorb costs.

Ambulance providers charge a per‑ride fee that does not reflect the actual cost of the service, which is dominated by fixed expenses such as staffing, vehicles, and equipment that must be maintained around the clock. Medicare and Medicaid set payment rates that are lower than the cost of providing care, and federal law prohibits balance billing for those programs, leaving providers to recover losses from privately insured patients. Consequently, insurers often pay out‑of‑network charges, resulting in surprise bills for patients.

The payment model originated in 1965 when Medicare began reimbursing ambulance trips as a per‑ride procedure, a practice later adopted by private insurers. Over time, the nature of emergency medical care evolved with advances in resuscitation and telemedicine, increasing the demand for rapid transport and the complexity of EMS operations, while the pricing structure remained unchanged. Ambulance services therefore operate with high fixed costs and low marginal costs per ride, and the current billing system forces providers to recover most of their expenses from a small subset of patients who can pay.

Large private operators such as American Medical Response have faced financial challenges despite their scale, and many providers have exited the market, creating ambulance deserts in rural areas. Legislative attempts to curb surprise billing have limited impact because they exclude ground ambulances, leaving the underlying cost imbalance unresolved.

Alternative funding models, including tax‑based support, subscription memberships, and municipal procurement of service hours, are being considered in various jurisdictions, but the United States has yet to adopt a system that fully funds the readiness required for emergency response.

TECHNOLOGY

KitGuru Opens Freelance YouTube Reviewer Position

105d ago · Source: kitguru

KitGuru is hiring a freelance reviewer for its YouTube channel. The role seeks candidates based in the United Kingdom. Applicants must send a CV and work samples to Deputy Editor Dominic Moass at dominic@kitguru.net. Required skills include on-camera presentation in English, ability to meet deadlines, strong communication, and strong writing. Knowledge of video editing is helpful but not mandatory. The position is freelance and involves reviewing a range of tech products from chairs to PC hardware. The company noted growth of its YouTube channel over the past five years and aims to expand coverage. Interested candidates should apply before the deadline.

TECHNOLOGY

Apple TV Receives Record 89 Emmy Nominations for 78th Primetime Awards

105d ago · Source: 9to5mac

The Academy of Television Arts & Sciences announced the nominees for the 78th Primetime Emmy Awards on July 8, with Apple TV receiving a record 89 nominations. The count exceeds the previous high of 81 nominations in 2023, when Apple TV won 25 awards.

The nominations span drama, comedy, limited series, and other categories, with Apple TV showing particular prominence in drama series such as "Severance" and "The Studio," each earning multiple nods, and in limited series including "The Beast In Me" and "Beef." Individual nominations included Michael J. Fox for guest appearances in "Shrinking" and various acting and directing categories.

The full list of nominees includes titles such as "The Diplomat," "The Gilded Age," "A Knight of the Seven Kingdoms," "Paradise," "The Pitt," and "Pluribus" among drama series, and comedies like "Abbott Elementary," "The Bear," "Hacks," and "Margo’s Got Money Troubles." Additional categories featured nominations for production design, cinematography, costume design, and music, with several Apple TV entries appearing across these fields.

The 78th Primetime Emmy Awards are scheduled to air on Monday, September 14, 2026, at 8 p.m. ET, with host Mariska Hargitay. Apple TV is available for $12.99 per month or as part of the Apple One bundle, offering programs such as "Severance," "The Studio," and "Shrinking."

TECHNOLOGY

18 Words Offers Daily Word Challenge

105d ago · Source: Hacker News

18 Words is a daily word challenge game hosted at 18words.com. Players have up to 18 attempts to guess a hidden word. The site presents a hint and allows users to reveal letters or request additional hints. After each guess the interface updates to show remaining attempts and any revealed letters. Users can pause, resume, or restart the game at any time. The platform also offers a share button to post scores on social media and a feedback form for suggestions. Developed as a simple HTML5 game, 18 Words loads quickly on desktop and mobile browsers. Visitors are encouraged to try the puzzle each day with a new word posted regularly.

TECHNOLOGY

Fidji Simo Steps Down From OpenAI No. 2 Role

Fidji Simo, OpenAI’s chief of applications and board member, announced that she is stepping down from her full‑time executive role and will transition to a part‑time advisory po...

105d ago · Source: techcrunch · 2 min read

Fidji Simo, OpenAI’s chief of applications and board member, announced that she is stepping down from her full‑time executive role and will transition to a part‑time advisory position because her medical leave has extended longer than expected, according to a Wall Street Journal report.

Simo joined OpenAI in May 2025 after leading Instacart as CEO and spending more than a decade at Meta, where she managed the Facebook app. She was appointed to OpenAI’s board in 2024 and named CEO of Applications, a role that reports directly to Sam Altman and oversees business and product operations. Under her leadership, COO Brad Lightcap, CFO Sarah Friar and CPO Kevin Weil reported to her while Altman focused on research, compute and safety.

In a staff note shared on Thursday, Simo said her ongoing medical leave has proven longer and harder than anticipated and that she will move to an advisory role. The note also disclosed that Lightcap had moved into a special projects position, that CMO Kate Rouch was leaving to focus on cancer recovery, and that Weil had departed the company. Altman responded on X, expressing sadness and gratitude for Simo’s contributions and wishing her a speedy recovery.

The announcement comes as OpenAI launched its new GPT‑5.6 family of models—Sol, Terra and Luna—and introduced ChatGPT Work, an agent designed for multistep office tasks. Both releases were presented as targeting Anthropic. OpenAI’s executive bench is thin relative to its $852 billion valuation, with roles filled by Altman, Lightcap, Friar, co‑founder Greg Brockman and chief revenue officer Denise Dresser, who previously led Slack and Salesforce.

The company revised its employee equity vesting policy in 2024, shortening the cliff from 12 months to six months and then eliminating the cliff entirely for new hires, a change Simo described as enabling staff to take risks without fear of losing equity if they leave early. The firm projected $6 billion in stock‑based compensation for 2025.

Simo’s departure leaves Altman without a clear successor as OpenAI pursues a possible IPO and expands its product portfolio, and the long‑term impact of her exit on the company’s strategic direction remains uncertain.

TECHNOLOGY

OpenAI Launches New Family of Models Including GPT-5.6

105d ago · Source: techcrunch

OpenAI announced on Thursday a new family of AI models, GPT-5.6, comprising three versions — Sol, Terra and Luna — and made them available through ChatGPT, Codex and the OpenAI API.

The lineup expands the company’s offerings in enterprise work, coding and scientific research. Sam Altman said the models are substantially more efficient and less costly than earlier versions, noting that Sol achieves 54 % greater token efficiency for AI coding tasks.

OpenAI describes GPT-5.6 as its strongest cybersecurity model, capable of threat modeling, code review, patching and blue‑team exercises. The Trump administration previously sought to limit the model’s distribution, citing concerns over potential misuse. The new ChatGPT Work tool was also released, offering enterprise teams a desktop, web and mobile companion for drafting documents, spreadsheets and presentations.

The release follows similar announcements by SpaceXAI and Meta earlier this week. OpenAI positioned the models as competitive with Anthropic’s offerings, citing the Artificial Analysis Coding Agent Index, which it says shows Sol scoring 80, 2.8 points higher than Anthropic’s Fable 5, while using less than half the output tokens and costing about one‑third less. Terra scores slightly above Fable 5, and Luna outperforms Opus 4.8, according to OpenAI.

Pricing details show Sol costs $5 per million input tokens and $30 per million output tokens, Terra $2.50 input / $15 output, and Luna $1 input / $6 output.

TECHNOLOGY

Wally Funk, Aviator and Spaceflight Participant, Dies at 87

105d ago · Source: washingtonpost

Wally Funk, an American aviator and spaceflight participant, died on July 8 at age 87 in Grapevine, Texas, after a career that spanned six decades of aviation and a historic suborbital spaceflight in July 2021.

She earned her pilot’s license as a teenager and joined a private astronaut training program in 1961 that tested female pilots for potential NASA selection.

Funk was among the 13 women known as the Mercury 13, a group that underwent physiological tests similar to those of the Mercury Seven astronauts but was never selected for spaceflight.

She later became the Federal Aviation Administration’s first female safety inspector in 1971 and served as one of the National Transportation Safety Board’s early air safety investigators.

In July 2021, at age 82, she flew aboard Blue Origin’s New Shepard rocket as an honored guest, reaching an altitude of more than 60 miles and experiencing a few minutes of weightlessness before landing in West Texas.

Her flight made her the oldest person to reach space at that time, a record later broken by William Shatner and Ed Dwight.

The capsule carried Funk, Blue Origin founder Jeff Bezos, his brother, and a Dutch teenager more than 60 miles above the ground after launching from a desert site in West Texas.

She logged 19,600 hours of flight time and taught more than 3,000 people to fly, according to Blue Origin’s announcement.

Funk said after the flight that she wanted to go again, and in an Instagram video posted by Bezos she remarked that nothing had prevented her from pursuing the goal.

Her interest in space dated to a 1960 Life magazine article about pilot Jerrie Cobb, which led her to apply for the women’s astronaut testing program.

The tests included immersion in ice water, ingestion of a pint of radioactive water, isolation in a temperature‑controlled tank, and centrifuge and high‑altitude chamber exercises.

Beyond aviation safety, she competed in air races, worked as a civilian flight instructor, and continued to seek higher altitudes through personal training.

The city of Grapevine announced her death on July 8 but did not disclose a cause.

Funk’s journey from a 1960s test program to a 2021 suborbital flight illustrates a long‑term effort to expand access to space, and her record was later surpassed by other older travelers.

TECHNOLOGY

EU Parliament Rejects Move to Block Interim Chat Control Rule

105d ago · Source: theregister

On July 9, 2026, the European Parliament voted to reject a proposal that would have blocked the interim Chat Control rule, which would permit online services to scan user chats for child sexual abuse material, missing the 360‑seat threshold required to stop its reintroduction. The interim rule, introduced in August 2021 as a derogation from the ePrivacy Directive, expired on April 3, 2026, and was set to be revived unless the Parliament achieved a majority exceeding the Council’s position. 314 MEPs voted to scrap the rule while 276 voted to keep it, falling short of the 360 votes needed; a separate amendment to limit scanning to judicially identified accounts also failed. Parliament did secure a majority to exempt end‑to‑end encrypted platforms from the scanning requirement, though the practical impact may be limited. The Council must decide within three months whether to accept the amendments, with a possible conciliation committee if agreement is not reached; approval would keep the rule in force until 2028 or until a permanent child protection regulation is adopted. Former MEP Patrick Breyer described the outcome as undermining democratic will and warned that the rule could enable suspicionless mass surveillance. The debate continues as trilogue negotiations on the permanent Chat Control 2.0 regulation remain unresolved, leaving the balance between privacy rights and law enforcement needs uncertain.

TECHNOLOGY

US Army Logistics Model May Struggle in Near Peer Conflict

105d ago · Source: Hacker News

The United States Army has optimized sustainment for permissive environments, but its current logistics model may be insufficient for large‑scale, contested conflict, according to senior Army officials. History shows that operations without adequate sustainment can fail, as seen in the 1941 German invasion of the Soviet Union and in recent fighting in Ukraine, where pervasive sensing and drone attacks have targeted supply routes, according to analysts and open‑source reports. The Army consumes tens of thousands of gallons of fuel daily for an armored brigade, requiring heavy tactical vehicles that are detectable by thermal and electromagnetic signatures, officials said. Current distribution platforms lack the protection needed to survive deep‑strike attacks, and maintenance shortfalls reduce available capacity, according to a recent Army study. Ammunition expenditure rates observed in Ukraine are comparable to those of World War II, creating challenges for transporting heavy 155‑mm shells and rocket pods across contested terrain, the study noted. Centralized supply depots represent high‑value targets for long‑range precision fires, limiting the speed and volume of resupply, analysts said. To survive contested environments, the Army intends to replace its hub‑and‑spoke model with a decentralized network of smaller, mobile sustainment nodes, officials said. Distributed caches of fuel, water, and ammunition, along with autonomous ground vehicles and heavy‑lift drones, are being pursued to reduce reliance on fixed depots, the Army stated. Sustainment units will be equipped with embedded counter‑UAS systems and short‑range air defense to protect themselves, and will be trained to operate in GPS‑denied, signature‑managed conditions, the Army added. The Army’s modernization priorities have historically favored maneuver and firepower over sustainment, a trend reflected in budget allocations and programmatic focus, officials said. Elevating logistics to a primary warfighting function will require reallocating resources, revising the tooth‑to‑tail ratio concept, and incorporating realistic logistical stress tests into training, according to senior leaders. Without improvements in physical resilience, dispersion, and endurance, the Army risks fielding a force with tactical superiority but operational vulnerability, officials warned. Future large‑scale conflict may be decided by the ability of sustainment to endure persistent attack rather than by the speed or range of individual weapons systems.

TECHNOLOGY

SpaceX Starship's High-Capacity Launch and New Satellite Architecture Reshape Industry

105d ago · Source: arstechnica

SpaceX’s Starship rocket can lift more than 100 metric tons to low‑Earth orbit, a capacity that exceeds the Falcon 9’s 27‑satellite limit and enables up to 60 Starlink V3 satellites per launch. The rocket’s Pez‑dispenser deployment system releases satellites one at a time through a side door, eliminating the need for a large fairing. Satellite manufacturers such as Muon Space, Apex, and Terran Orbital are redesigning flat‑panel “FlatSat” buses to match Starship’s capacity, while Amazon’s LEO constellation continues to use conventional designs. An Aerospace Corporation report estimates that reusable Starship flights could reduce launch cost to $67‑$233 per kilogram after multiple uses, compared with several thousand dollars per kilogram for the Falcon 9. NASA and the U.S. military are evaluating Starship for lunar missions and cargo delivery to remote theaters, and scientists propose using its volume for large space telescopes. Competition from Blue Origin’s New Glenn, which also aims at super‑heavy lift, is expected to pressure pricing and accelerate industry adoption. While Starship remains in an experimental phase, its potential to lower costs and expand launch options is driving a shift in satellite architecture and market expectations.

TECHNOLOGY

AMD Confirms July 22-23 Launch of Zen 6 EPYC Venice CPUs

105d ago · Source: wccftech

AMD announced that its next‑generation Zen 6 EPYC “Venice” processors will be introduced at the Advancing AI event on July 22‑23. The company’s CTO and EVP, Mark Papermaster, confirmed the schedule in an interview. The Venice architecture is the sixth generation of AMD’s EPYC server line and will be the first computing product to reach production on a 2nm process node. Manufacturing has begun in Taiwan, with additional production planned at TSMC’s Arizona facility. The flagship Venice chip will contain up to 256 cores, a 33 % increase over the current 192‑core Turin lineup, and is projected to deliver more than 70 % higher performance and efficiency than the Zen 5‑based EPYC processors. The design uses the SP7 socket, supports 16‑channel memory with bandwidth up to 1.6 TB/s, and incorporates PCIe Gen 6.0 for improved CPU‑to‑GPU communication. AMD noted that the new EPYC chips are optimized for standalone x86 traditional workloads, addressing the long‑standing x86 install base used by enterprises. While the announcement focuses on the server market, AMD indicated that mainstream Zen 6 client processors may not be released until later this year, with a possible introduction at CES 2027. Papermaster said that recent enterprise discussions highlight the continued relevance of x86 architecture, and that AMD’s sixth‑generation CPUs build on the performance gains achieved since the 2017 Zen launch.

TECHNOLOGY

Google Expands SynthID and C2PA Content Credential Verification in Chrome

105d ago · Source: theverge

Google announced at its I/O conference that the SynthID watermark verification feature will be integrated into Chrome and Search, allowing users to check whether images carry SynthID markers without uploading them to the Gemini app. The update will also let Chrome verify C2PA content credentials embedded in images, audio, and video files.

SynthID is an invisible watermark applied by Google AI models to indicate origin, while C2PA is a standard for embedding provenance metadata at creation. Both aim to make AI‑generated content identifiable. Their effectiveness depends on broad adoption by AI developers and platforms.

OpenAI said it will embed SynthID into images generated by ChatGPT, Codex, and its API, and already includes C2PA metadata, though such metadata can be stripped when content is shared on social media. Google noted that C2PA can be removed accidentally or intentionally, and many platforms currently strip metadata from uploaded files. Meta plans to use C2PA to label images captured by its cameras on Instagram, which could help users distinguish AI‑generated photos from authentic ones, though specifics about supported devices remain unclear.

Verification tools are limited to content that already contains a watermark or provenance tag, and many open‑source deepfake models do not incorporate these systems. Fact‑checkers have cited SynthID in debunking deepfakes, but widespread use remains limited.

The expanded integration places verification capabilities in front of a large user base, but success will depend on continued adoption by AI providers and platforms, and on whether labeling alone can reliably address deepfake misinformation.

TECHNOLOGY

Patreon Partners with Cloudflare to Block AI Crawlers

105d ago · Source: theverge

Patreon announced a partnership with Cloudflare to block AI crawlers from accessing creator content. Cloudflare began default blocking of AI crawlers last year and introduced options for publishers to fine‑tune scraper permissions this year. Patreon CEO Jack Conte said the collaboration aims to stop AI models from training on creators’ work without permission. The partnership leverages Cloudflare’s security infrastructure to identify and block automated scrapers. Patreon joins other platforms seeking to control data used for AI training as the technology expands. The action reflects growing concerns over AI data use and may influence how other platforms handle crawler traffic.

TECHNOLOGY

Mercor in Talks for $20 Billion Valuation

105d ago · Source: techcrunch

Mercor is in talks to raise a round that would value the AI training startup at $20 billion, according to Bloomberg. The discussions are at an early stage, though Mercor has reportedly provided a term sheet at that valuation.

The company previously raised $350 million in a Series C in October at a $10 billion valuation. Founder‑CEO Brendan Foody posted on X that annualized revenue had reached $2 billion, a 100 % increase over four months.

Mercor announced it is acquiring Deeptune, a firm that trains AI agents, with the Deeptune team joining Mercor as part of the deal. Earlier in 2026 the company suffered a data breach and faced lawsuits from contract workers, Business Insider reported.

The potential funding round and acquisition indicate Mercor may be moving past earlier setbacks.

TECHNOLOGY

Apple Tests DRAM Chips from Blacklisted Chinese Memory Supplier for China Market

105d ago · Source: 9to5mac

Apple is testing DRAM chips made by CXMT, a Chinese memory company on the US blacklist, for devices sold in China, according to people familiar with the matter. The testing follows Apple’s lobbying effort to have US restrictions on Chinese memory suppliers eased, citing rising memory prices and higher product costs. In 2023, Tim Cook told The Wall Street Journal that price pressures make all supply options worth considering and said everything needs to be on the table. Apple previously sought clearance from the Trump administration to purchase chips from CXMT and YMTC, and in 2022 it evaluated YMTC NAND chips for iPhones sold in China, a move that drew warnings from US senators. The Pentagon added CXMT to its blacklist over alleged connections to the People’s Liberation Army, and the company continues to negotiate with US officials to broaden the use of its products. The outcome of the lobbying request remains unclear.

TECHNOLOGY

TikTok Tests Enhanced Spam Detection for AI‑Generated Content

105d ago · Source: theverge

TikTok said it is testing improvements to its spam detection system to identify accounts that post AI‑generated content in categories such as politics, current events, financial advice and medical information. The platform is participating in the C2PA Steering Committee to support broader industry standards for content provenance. The enhancements aim to reduce the spread of AI‑generated material that could undermine public trust or well‑being. TikTok did not specify a launch date for the updates. The company noted that the changes are part of ongoing efforts to maintain platform integrity.

TECHNOLOGY

Study Finds Association Between Caregiver Device Distraction and Adolescent Attachment Insecurity

105d ago · Source: Hacker News

Front. Psychol., 18 June 2026 – A study published in Frontiers in Psychology on June 18, 2026 found that adolescents who perceive their caregivers as frequently distracted by devices score higher on the Device Attachment Interference Scale (DAIS) and report greater insecure attachment to those caregivers. The research addressed a gap in the literature on technoference and phubbing within parent‑child relationships, where prior work has focused on romantic and peer interactions. Investigators validated the DAIS with 600 U.S. adolescents aged 12‑17 recruited online in August 2025, confirming a unidimensional factor structure using exploratory and confirmatory factor analyses. Higher DAIS scores were associated with both anxious and avoidant attachment to mother‑like and father‑like figures after controlling for age and gender. The sample showed diverse demographic representation, with 75.5% identifying as White and other groups represented in smaller proportions. The study employed a cross‑sectional design, preventing causal inference, and relied on self‑report measures that may overlap with attachment constructs. Limitations include the single‑time‑point assessment, lack of longitudinal data, and insufficient sample size for measurement invariance testing across caregiver roles. The authors suggest future longitudinal and multi‑informant research to clarify directionality and examine whether reducing caregiver device use can improve adolescent attachment security.

TECHNOLOGY

CarPlay Tips Include Customization, Connectivity Options, and New Features

105d ago · Source: 9to5mac

CarPlay offers customization of displayed apps, wallpaper selection, connectivity options, and new interface features. To customize, users open the iPhone Settings app, navigate to General > CarPlay, select the vehicle, and choose Customize. They can hide apps by tapping the red minus sign and reorder icons by dragging. Wallpaper options are accessed through the CarPlay Settings app under Wallpaper, where Apple provides a limited set of pre‑installed images. CarPlay functions via wired or wireless connection; wired connections generally provide faster, more reliable performance, while wireless may introduce latency during media or Siri use. Some adapters, such as the CarlinKit 5.0, enable wireless functionality in vehicles lacking native support for a price under $60. Interface appearance can be set to Light, Dark, or Automatic mode in CarPlay Settings. Driving Focus mode, configured in the iPhone Settings, suppresses notifications and can be set to activate automatically when CarPlay is connected; users may allow specific contacts and enable an automatic reply. Announce Messages with Siri reads notifications aloud and allows voice replies through Apple’s Messages app and compatible third‑party apps. SharePlay functionality enables multiple users to join a session via a QR code displayed on the Now Playing screen, allowing contribution of songs and queue management regardless of individual music subscriptions. iOS 26 introduced widgets to CarPlay; users manage them through Settings > General > CarPlay > Widgets, where they can add, reorder, and toggle Smart Rotate and Widget Suggestions. Live Activities appear on the CarPlay screen by default but can be disabled in Settings. Pinned Messages can be turned off in CarPlay Settings, and icon appearance modes include Default, Dark, and Clear. The article concludes by asking readers to share their own tips.

TECHNOLOGY

Study Suggests Homo floresiensis Scavenged Stegodon Remains Left by Komodo Dragons

105d ago · Source: arstechnica

Researchers at the University of Tübingen concluded that Homo floresiensis, the diminutive hominin nicknamed "Hobbits," likely scavenged carcasses of pygmy elephant relatives (Stegodon) left by Komodo dragons rather than hunting them themselves. The assessment is based on bone assemblages from Liang Bua cave on Flores Island, where both H. floresiensis fossils and Stegodon remains are found in the same sediment layers.

Analysis of the bones revealed two distinct types of marks: cut marks from stone tools appearing on less desirable meat sections, and shallower, wider tooth marks matching the feeding behavior of Komodo dragons, which grip prey and shake their heads to tear flesh. Experiments with a Komodo dragon at Zoo Atlanta produced similar bite patterns when feeding on a goat carcass, supporting the interpretation that the dragon's feeding left distinctive marks on the Stegodon bones.

The study found no evidence of fire use in the layers associated with H. floresiensis, indicating that any meat consumed was eaten raw. Researchers calculated that hunting large prey would have required disproportionate time and energy compared to the caloric return, making smaller prey such as giant rats a more efficient food source, which aligns with the abundant rat remains in the cave.

The findings challenge earlier assumptions that H. floresiensis were capable big‑game hunters and that they used fire, and they add nuance to the ongoing debate about the species' ancestry. While the Hobbits' skeletal features show some similarities to Homo erectus, other traits suggest a closer relationship to earlier hominins such as Homo habilis or Australopithecus. The study does not resolve whether H. floresiensis descended from Homo erectus or an earlier, less specialized hominin, and further evidence is needed to clarify its place in the human family tree and the origins of its stone tool tradition.

TECHNOLOGY

1X NEO Robot Tests New Dexterous Hands

105d ago · Source: theverge

The 1X NEO home robot, a $20,000 device introduced in 2025, displayed a new pair of artificial hands on July 9, 2026, featuring 25 degrees of freedom in the fingers, palms and thumbs. A robot that can assist with household chores must be able to manipulate objects designed for human hands. Prior versions of the NEO used simpler grippers, limiting its ability to handle fine tasks. The new hands enable the robot to assemble Lego bricks and perform other precise manipulations, as shown in a video released by 1X. The increased dexterity could expand the robot’s usefulness in home environments, where varied object shapes are common. While the demonstration highlights technical progress, the robot’s price and limited market availability continue to restrict its adoption in consumer households.

TECHNOLOGY

Apple Stops Signing iOS Versions for Older iPhone and iPad Models

105d ago · Source: 9to5mac

Apple has stopped signing several older iOS versions for legacy iPhone and iPad models, effective July 9, 2026. The change prevents over‑the‑air updates and IPSW installations for the listed software releases. According to a post by Aaron Perris on X, Apple ceased signing iOS 7.1.2 for the iPhone 4 (CDMA) and discontinued OTA support for iOS 6.1.3 and iOS 8.4.1 on the iPhone 4S, as well as IPSW support for iOS 9.3.5 and iOS 9.3.6 on the same device. Additional versions no longer signed include iOS 8.4.1 for the GSM and CDMA iPhone 5, iOS 10.3.3 and iOS 10.3.4 for the iPhone 5 (GSM and CDMA), iOS 8.4.1 for the iPad mini Wi‑Fi + Cellular, iOS 8.4.1 for the iPad mini Wi‑Fi + Cellular MM, iOS 6.1.3 and iOS 8.4.1 for the CDMA iPad 2 (Wi‑Fi + 3G), and iOS 8.4.1 for the iPad (4th generation) Wi‑Fi + Cellular and Wi‑Fi + Cellular MM, with corresponding IPSW support for iOS 9.3.5 and iOS 9.3.6 on those models. Apple resumed signing the affected versions at 3:28 p.m. ET on July 9, allowing users to restore or downgrade to those iOS releases again. The restriction impacts a limited portion of the user base, primarily those maintaining legacy devices for testing, app compatibility, or preservation. The update reflects Apple’s routine practice of ending support for older software on devices that no longer receive security patches.

TECHNOLOGY

GLM 5.2 Achieves Near‑Human Accuracy In UK VAT Return Preparation

105d ago · Source: Hacker News

GLM 5.2, an open‑weights AI model, prepared a quarterly VAT return for a UK small‑to‑medium enterprise in 68 minutes, processing 59 transactions at a cost of $2.73. The return was off by 7 pence from the human‑prepared figure.

The benchmark used the first quarter of 2026 books for Vineyard Finance, a UK company that prepares its accounts internally. Transaction data and receipts were extracted by Claude Fable 5 and fed to GLM 5.2, which ran on a Google Cloud instance with internet access and a pre‑authenticated CLI tool. The model was evaluated on six criteria per transaction, including transaction type, chart‑of‑accounts category, VAT treatment, VAT amount, reverse‑charge VAT, and receipt attachment.

Across the quarter the model scored 354 checks. It failed 20 checks in 18 transactions. One serious error involved the classification of founder shares: the model recorded the payment as a capital account rather than as unpaid share capital, a distinction that could affect legal and audit outcomes. The amount involved was about 10,000 GBP.

Fourteen of the remaining errors resulted from confusing zero‑rated VAT with tax‑exempt VAT, a subtle distinction that does not affect the VAT liability but may impact compliance. Three additional issues concerned the handling of split transactions where a payment was divided across multiple currency balances; the model sometimes allocated VAT inconsistently, though the impact was minimal.

The model consistently performed well in other areas. It correctly classified most transactions to the appropriate account, never attached an incorrect receipt, and demonstrated the ability to resolve ambiguous inputs such as transfers between accounts or purchases disguised as card payments.

These results suggest that AI can now perform routine bookkeeping tasks with accuracy comparable to a skilled accountant, though further scaffolding is needed to integrate the technology into UK SME workflows. A beta version of the product is available at toot-books.com, and inquiries can be directed to adam@vineyard-finance.com.

TECHNOLOGY

Mitchell Hashimoto Discusses Ghostty Terminal and Zig Language

105d ago · Source: Hacker News

Mitchell Hashimoto, known for creating Vagrant, Terraform and other HashiCorp tools, spoke in a July 2026 interview with Alex Alejandre about his new terminal emulator Ghostty and the Zig programming language.

He explained that after fifteen years of building command‑line applications he wanted to understand terminal internals and to work on GPU programming and desktop systems using Zig.

Ghostty is a cross‑platform terminal designed to be fast and feature‑rich while supporting composition of applications. The project began as a private beta and was shared through a Discord group before its public release. Hashimoto proposes an n‑screen API that would allow multiple terminal panes with independent grid sizes and a button protocol that can send commands even after scrolling. He notes that current terminal designs separate primary and secondary screens, which limits functionality, and that there is no standards body governing terminal protocols. He also mentions experiments with Wayland integration and the Nushell ecosystem, which he decided not to adopt.

He said he does not aim to push terminals to extreme capabilities and believes each platform should remain focused on its strengths. He argues that terminal applications should be easy to compose, have clear security models, and benefit from improved automation. He draws on concepts from several ecosystems when designing libraries, emphasizing the importance of “nouns” in API design.

Hashimoto said he is a primary user of Ghostty, which guides his decisions, and that open‑source projects carry no warranty or obligation to users; forks are encouraged if users need changes. He noted that he feels an obligation to fix problems but not to accommodate every request, and that his limited time, due to a newborn child, influences his development schedule.

He suggested that learning C can help developers understand computer fundamentals and that Zig may be a suitable next step for those seeking low‑level control.

TECHNOLOGY

Former OpenAI Employee Proposes International Deal Delaying AI Advancement Until 2040

105d ago · Source: washingtonpost

Former OpenAI employee Daniel Kokotajlo warned in a 2025 podcast interview that a scenario he called “AI 2027” described a possible future in which the artificial intelligence competition between the United States and China could result in human extinction or the concentration of power in a single government. Vance, who said he had read the “AI 2027” paper, cited the scenario during the interview. In July 2026, Kokotajlo’s nonprofit, the AI Futures Project, released a new proposal named “AI 2040: Plan A,” which proposes an international agreement to delay the development of AI systems surpassing human capabilities until 2040. The proposal recommends that companies make their advanced models publicly accessible and allow external review, a requirement that may face resistance from industry. Kokotajlo said he anticipates opposition from firms and noted that mentions of “AI 2027” have increased as previous predictions have proven accurate. He added that a future U.S. president might be concerned about AI risks, and that “Plan A” could become part of the policy debate. The plan does not guarantee implementation, and its success would depend on cooperation between the United States and China.

TECHNOLOGY

AMD Launches Ryzen 7 4700LE OEM Processor with 8 Cores and No Integrated Graphics

105d ago · Source: wccftech

AMD has introduced the Ryzen 7 4700LE, an eight‑core processor based on the Zen 2 architecture, for OEM use only.

The chip was listed on AMD's product pages on March 25, 2026, and replaces the integrated graphics found on earlier Ryzen 7 4700G models.

It features a boost clock of up to 4.2 GHz, a 65 W TDP, 12 MB of L2+L3 cache and a maximum temperature of 95 °C, and it does not include any onboard GPU. The processor is intended for system integrators and is not sold as a standalone component; a prebuilt gaming PC on Amazon currently offers the chip paired with an RTX 3050 for $799.

The launch reflects AMD's strategy of extending its existing product lines with older silicon, allowing OEMs to incorporate the chip into new systems without requiring additional development.

TECHNOLOGY

Cooler Master Launches V8 ACE 3DHP Single‑Tower Air Cooler

105d ago · Source: kitguru

Cooler Master today announced the launch of the V8 ACE 3DHP single‑tower CPU air cooler, available immediately in separate Intel and AMD platform versions. The hybrid design combines two 3D heat‑pipe elements with four conventional heat pipes to move heat from the CPU to the fin stack without increasing the cooler’s physical size, and Cybenetics ranked it first among single‑tower air coolers in its database and second overall versus larger dual‑tower models. The unit uses dual 120 × 30 mm PWM LCP fans with Loop Dynamic Bearings and a tool‑free sliding fan mechanism that allows easier installation and better access to memory. Visually it features a non‑LED industrial style inspired by a V8 engine. The Intel version supports LGA1851, 1700, 1200 and 115x sockets, while the AMD version supports AM5 and AM4 sockets. Cooler Master offers a six‑year warranty, and the cooler is priced at $119.99 or €109.90. Cooler Master says the design provides a high‑performance single‑tower alternative that competes with larger dual‑tower coolers while maintaining broader case and RAM clearance.

TECHNOLOGY

Overview of Lisp Features and Its Role in Programming

105d ago · Source: Hacker News

The article provides an overview of Lisp, a programming language created in the late 1950s that uses a prefix notation with parentheses.

Lisp is one of the oldest high-level languages still in use and has influenced many subsequent language designs.

It employs symbolic expressions, or s-expressions, which are either atoms or lists, giving the language homoiconic properties where code is treated as data.

Learning to read and write Lisp requires understanding its syntax, packages, symbols, the REPL, conditional forms, and macro definitions.

Paul Graham introduced the term Blub paradox to describe why programmers of less expressive languages may find it difficult to appreciate Lisp's capabilities.

Macros allow developers to define new language constructs; for example, a macro can create a while loop by combining the existing loop macro, preserving the condition and body forms for delayed evaluation.

The macro expansion demonstrates that arguments are not evaluated until execution, unlike a function which evaluates arguments immediately.

The language’s live system, accessed through a Read‑Eval‑Print Loop, lets programmers redefine functions, variables, or macros at runtime without stopping the program for compilation.

This live environment supports immediate testing and debugging of code units.

Examples show how macros can be used to build domain-specific languages: a html macro enables users to write HTML fragments using standard Lisp forms, and a graph DSL allows users to describe mathematical curves and points with concise code.

Software such as AutoCAD's AutoLISP and the Emacs editor illustrate how Lisp's extensibility has been applied to automate tasks and create integrated environments.

The article notes that earlier expectations for Lisp to become a mainstream language have not been realized, yet it has remained in active use for more than six decades and continues to be valued for its design.

Its long-term survival highlights the enduring relevance of its features, and learning Lisp can broaden a programmer's understanding of language possibilities.

TECHNOLOGY

Scientist Develops Model to Verify Compliance With Space Nuclear Weapons Ban

105d ago · Source: theregister

A scientist at MIT and an associate professor at the University of Illinois have created a model to verify compliance with the Outer Space Treaty’s prohibition on nuclear weapons in orbit. The treaty, established in 1966 and ratified by 117 nations, bans nuclear weapons in space, but verifying compliance is difficult. The model, published in Nature, simulates interactions between high‑energy protons trapped in Earth’s magnetic field and fissile material, producing detectable neutron signals from nuclear weapons. A CubeSat weighing up to 18 kg could theoretically detect these signals from a distance of 4 km after about a week of observation. The study notes that further engineering proof‑of‑concept work is required to confirm feasibility and that additional research is needed to achieve high technical readiness.

TECHNOLOGY

Apple iOS 27 Beta Hints at Car Key Support for Xiaomi and Lucid Motors

105d ago · Source: 9to5mac

Apple’s iOS 27 beta includes code indicating that its Wallet car key feature may soon support vehicles from Xiaomi and Lucid Motors, two automakers not previously listed. The code was spotted by Aaron Perris for MacRumors in iOS 27 beta 3, released earlier this week. Apple first announced Lucid Motors would support car key at WWDC 2025, but no further updates were reported until now; Xiaomi had not been mentioned previously. No specific car models from either company have been identified, and the timeline for a public rollout is unclear, though the inclusion of the feature in the beta suggests a possible September launch with the final iOS 27 release. Earlier reports noted that Apple’s backend was updated to add Volkswagen to the car key list. The car key capability lets users add their vehicle’s key to Apple Wallet on iPhone and Apple Watch, enabling lock, unlock, and start functions through passive entry, proximity-based entry, or remote control via the Wallet app. Express Mode allows use without Face ID, Touch ID, or a passcode, and keys can be shared via Messages, Mail, and AirDrop. Apple has not confirmed which models will be supported or when the feature will become generally available.

TECHNOLOGY

Poll Shows Majority of Car Buyers Prefer Vehicles With Apple CarPlay

105d ago · Source: 9to5mac

A 9to5Mac poll of 6,400 readers asked whether a vehicle without Apple CarPlay would influence a purchase decision. The poll found that 11.42% of respondents (734 votes) said they would consider buying a car without CarPlay, while 79.94% (5,138 votes) said they would not, and 8.64% (555 votes) responded maybe.

CarPlay has been a standard feature in many new vehicles, and General Motors announced plans to discontinue its use. Apple introduced next‑generation CarPlay at WWDC 2021, stating that 79% of U.S. buyers consider CarPlay‑capable vehicles.

Comments on the poll indicated that many Tesla owners cited the brand's integrated software as sufficient, noting that Tesla’s own system includes an Apple Music app. Some respondents said other Tesla advantages outweighed the lack of CarPlay.

The poll reflects consumer preference for CarPlay, suggesting that its presence remains an important factor for most car buyers, though Tesla drivers appear less dependent on it.

TECHNOLOGY

Alan Bellows Seeks One-Time Funding to Resume Full-Time Writing for Damn Interesting

105d ago · Source: Hacker News

Alan Bellows, founder of the technology blog Damn Interesting, announced a one-time GoFundMe campaign to raise enough money to return to full-time writing for the next year.

He previously supported the site with part-time engineering work while producing long-form articles and a podcast; in recent years, full-time engineering positions have become scarce, leading him to take a permanent full-time job.

The campaign aims to collect a sum equal to his previous part-time earnings, allowing him to devote more time to the blog and podcast; the fundraiser is separate from the site’s regular donation program, which covers hosting and operational costs.

The post also includes an image of a 20-sided die from a 1950 Magic 8 Ball novelty toy, illustrating the probability distribution of its yes, no, and unclear responses; Bellows noted that the toy is twice as likely to show a yes answer.

Bellows invited readers to contribute via the GoFundMe link or the site’s donation page if they wish to support the project.

TECHNOLOGY

Michigan Reports 1,251 Cases of Cyclospora Parasite as Ohio Count Exceeds 500

105d ago · Source: arstechnica

Michigan health officials reported 1,251 cases of Cyclospora cayetanensis as of July 9, with 44 patients hospitalized, while Ohio health authorities reported more than 500 cases. The parasite, a microscopic protozoan transmitted through contaminated food or water, typically peaks in June and July and normally accounts for 2,000 to 5,000 U.S. cases annually. Michigan historically records about 50 cases per year, making the current tally more than twenty times the usual amount. The outbreak began with two cases on June 22 and rose to 572 cases by July 4, reaching a single‑day high of 239 on July 8. Cases are concentrated in southeastern Michigan, where multiple jurisdictions are interviewing patients to identify the source. Investigators have not determined how the infection is spreading, and cases continue to increase.

TECHNOLOGY

KDE Plasma 6.6.6 Release Adds Bug Fixes Ahead of Wayland Transition

105d ago · Source: theregister

KDE Plasma 6.6.6 was released on July 9, 2026 as a bug‑fix update to the 6.6 series. The developers said the release contains numerous fixes and is likely the final update for the 6.6 series. Focus has shifted to Plasma 6.7, which was released in mid‑June and will be the last version to support X11 sessions. Plasma 6.8 is scheduled for mid‑October and will be Wayland‑only. Most default installations now use Wayland, though users can still install packages to enable X11. Wayland blocks the window manager from restoring window positions at login, according to developers. The XOrg server, maintained through the XLibre fork, has published 27 releases since its inception. The version number 6.6.6 references the biblical “Number of the Beast,” the developers said, adding that the naming was coincidental. Users of Plasma 6.6.5, including those on FreeBSD 15.1, can apply the update to receive the bug fixes.

TECHNOLOGY

Steam Machine Review Shows High Price, PC-Like Design and Ongoing Performance Issues

105d ago · Source: theverge

Valve introduced the Steam Machine, a PC‑based console, at a price of $1,049 without a gamepad and $1,128 with one, aiming to bring PC gaming to the living room.

Game consoles have historically offered a simplified experience by running proprietary software, whereas the Steam Machine combines PC hardware with a console‑style interface.

The device runs SteamOS, a Linux‑based operating system, and can be operated with any standard gamepad. It is physically smaller than competing consoles and operates quietly. However, its price is roughly double that of a PlayStation 5, and performance benchmarks show no substantial advantage over a five‑year‑old PS5 when games are run at comparable settings. Users must manually configure games, install compatibility layers such as Proton, and manage driver updates. Reported issues include occasional reboots, failure to suspend sessions, incomplete game downloads, and HDMI compatibility problems. Valve has issued driver updates that improve ray‑tracing performance and plans to support FSR 4 upscaling. The system supports multiple monitors in desktop mode, external storage devices, and removable faceplates that can be 3D‑printed. Stock levels are constrained by memory supply shortages, with Valve securing about two‑thirds of its projected inventory.

Valve has indicated that ongoing updates will address current limitations, but the Steam Machine’s readiness for broad consumer adoption remains uncertain.

TECHNOLOGY

Accenture Confirms Isolated Incident after Cybercriminal Lists Alleged Internal Data

105d ago · Source: theregister

Accenture confirmed an isolated incident after a cybercriminal listed alleged internal data for sale on a cybercrime forum on July 6. The listing, titled “Accenture Data Breach,” was posted by a user using the handle “888” and claimed the archive contained 35 gigabytes of source code, cryptographic keys, Azure personal access tokens, storage access keys, configuration files and other technical material. The seller offered the data in exchange for Monero and included a screenshot of a cloned Azure DevOps repository named “121123_AtriasTalentAcademy” hosted on a censored accenture.com domain. Accenture spokesperson Andy Rowlands said the company had remediated the source of the issue, found no impact to operations or service delivery, and declined to provide further technical details. The Register asked how the compromise occurred, which systems were affected, and what data was taken; Accenture did not respond. SOCRadar noted that the same threat actor had previously claimed responsibility for a 2024 incident involving data linked to more than 32,000 current and former employees, though the legitimacy of that claim remains unverified. The scope of the alleged data set and whether it originates from a single repository or a broader exposure have not been clarified. Accenture has not announced additional findings, leaving the full extent of the incident unresolved.

TECHNOLOGY

Palworld Reaches 40 Million Players, Exits Early Access

105d ago · Source: kitguru

Palworld announced it has surpassed 40 million players and is transitioning out of Early Access with its version 1.0 release on July 10. The game launched in January 2024 as an early access title, offering an open‑world survival‑crafting experience combined with creature collection. Since launch, the developer reported selling more than 6 million copies within the first four days, while the title has been available day one on Xbox Game Pass. The upcoming 1.0 update is expected to include more than 27 pages of fixes and additions, though full patch notes have not yet been released. PocketPair said the milestone marks a significant achievement for the title as it moves to a full release and indicated ongoing support and content updates will continue after launch.

TECHNOLOGY

OpenAI Announces General Availability of GPT‑5.6 Model Family

105d ago · Source: Hacker News

OpenAI announced the immediate general availability of GPT‑5.6, a family of large language models that includes Sol, the highest‑capability tier, Terra, a balanced model for everyday use, and Luna, a cost‑efficient tier. OpenAI said Sol achieved a score of 53.6 on the Agents' Last Exam, surpassing Claude Fable 5 by 13.1 points, and set a state‑of‑the‑art score of 80 on the Artificial Analysis Coding Agent Index, outperforming Fable 5 by 2.8 points while using less than half the output tokens and costing about one‑third less. Terra and Luna demonstrated competitive performance on multiple benchmarks at roughly one‑sixteenth the estimated cost of Fable 5. The pricing structure is $5 input and $30 output per million tokens for Sol, $2.50 input and $15 output for Terra, and $1 input and $6 output for Luna. OpenAI said the family introduces Programmatic Tool Calling in the Responses API, enabling in‑memory program execution and zero data retention compatibility, and a multi‑agent ultra mode that coordinates several subagents in parallel for complex tasks. Safety measures have been expanded with a layered system that combines model‑trained protections, real‑time monitoring, and risk‑based access controls, and the system underwent extensive red‑team testing, including about 700,000 GPU hours of black‑box automated testing. OpenAI said the rollout begins globally now and will be completed within 24 hours. Sol is accessible to Plus, Pro, Business and Enterprise users via medium and higher effort settings, while Terra is available to Free and Go users and Luna to the same user tiers; the max and ultra effort levels are offered to users with appropriate access. Benchmarks show Sol achieving 92.2% on BrowseComp, 62.6% on OSWorld 2.0, and 73.5% on ExploitBench, with comparable gains across Terra and Luna.

TECHNOLOGY

U.S. Adjusts Chip Sanctions while China Develops Domestic Chip Supply; Export Controls Foster Sino-Russian Trade

105d ago · Source: tomshardware

In May, German Gref, chief executive of Sberbank, told Russian state broadcaster Channel One that he hoped to run the bank's GigaChat AI model on Chinese processors, illustrating the difficulty of obtaining advanced chips under Western sanctions.

Western export controls have limited Russia's access to semiconductor technologies from the United States and its allies, prompting efforts to develop alternative supply chains.

Tom's Hardware reported that the most likely candidate to power Sberbank's AI systems is Huawei's Ascend 950 family, the most advanced silicon China currently produces. Sberbank, Russia's largest lender and a major driver of the country's AI initiatives, is seeking Chinese chips because Western sanctions block its access to advanced hardware abroad.

The arrangement could enable a trade relationship between China and Russia in semiconductor technology, but the long-term adequacy of this supply chain for Russia's AI development remains unclear.

TECHNOLOGY

Ollama Secures $65 Million Series B to Expand AI Developer Platform

105d ago · Source: techcrunch

Ollama announced a $65 million Series B round on July 9, 2026, bringing its total capital raised to $88 million. The round was led by Theory Ventures and followed a $15 million Series A led by Benchmark’s Peter Fenton. Founded in 2023, Ollama enables developers to run open‑weight AI models on personal computers within minutes. The platform has accumulated 176,000 stars and 17,000 forks on GitHub. Developers can access a catalog of models through Ollama’s neocloud, with subscription options ranging from free to $100 per month, and usage is measured by GPU time rather than token limits. CEO Jeff Morgan and co‑founder Michael Chiang previously built Docker Desktop and Kitematic, which Docker acquired. Ollama reports that more than 8.9 million developers use the service each month, present in 85 percent of Fortune 500 companies, and operates with a staff of 14. Morgan said the company’s mission remains to help programmers discover and run models, noting that large open models are often too big to run locally and require external compute. Fenton, who joined the board with the Series A, said the success of Docker demonstrates the potential for a developer‑focused product to achieve widespread adoption, and that open and closed AI models can coexist commercially. Fenton added that companies with high inference costs are moving toward open‑weight models, while closed models such as Anthropic are used for specific tasks. Since OpenClaw’s rise in January, the industry has seen increased interest in open models capable of agentic tasks such as coding, prompting Ollama’s cloud expansion. Some observers have criticized Ollama’s shift to a paid cloud service, describing it as part of a broader trend of commercialization that may dilute the original free project. Morgan emphasized that the desktop version of Ollama remains unchanged and that the cloud offering is an extension of the open‑source mission. Fenton reiterated that the core free product continues to serve as the primary way developers discover and run local models. The funding round underscores growing venture capital interest in open‑source AI infrastructure, and Ollama plans to expand its cloud capabilities while maintaining its free desktop tool.

TECHNOLOGY

OpenAI Announces ChatGPT Work Tool for Automated Workflows

105d ago · Source: arstechnica

OpenAI announced ChatGPT Work, a tool that can run tasks for hours and convert a goal into completed work.

The release follows the earlier Agent Mode, which limited automation to short bursts.

ChatGPT Work can automate entire workflows, moving from research to brief creation to marketing assets, and can be scheduled to run on a timer or when a monitored event occurs. Users must approve any critical action before execution.

The tool connects to workplace platforms such as Slack, Microsoft Teams, Google Drive, and SharePoint via custom plugins. The desktop version can access local files or browse the web, and a Chrome extension lets users perform web tasks without switching applications. OpenAI said the Atlas web browser will be sunset.

OpenAI invites users to test the tool by assigning a familiar task and evaluating its performance.

TECHNOLOGY

Context.dev Launches API for Structured Web Data Extraction

105d ago · Source: Hacker News

Context.dev, a startup that participated in Y Combinator's Winter 2026 cohort, launched an API that extracts structured data from any website. The service enables developers to scrape, crawl, and retrieve markdown, HTML, sitemaps, screenshots, and brand information using a single API key.

The platform provides a dashboard for generating an API key, installing an SDK, and making requests. Integration follows three steps: obtain the key, select the required data types, and connect the SDK to the application. The company reports more than 5,000 developers using the service.

Testimonials illustrate rapid adoption. John Acosta of UsePropane.ai said the API collects brand and logo data immediately after an email entry, reducing manual work. Nick Khami, an engineering manager at Mintify, noted that sign‑up is self‑serve and integration took about ten minutes. Aaron Edwards, founder of DocsBot, reported higher activation rates for free trials after implementing the API. A senior data engineer at Vizzy praised the documentation and the availability of a dedicated support channel. The service is offered with a free tier that requires no credit card, and it powers products at companies such as Mintify, daily.dev, and Propane, ranging from early‑stage startups to Fortune 500 firms.

TECHNOLOGY

Vivo and Dixon Technologies Approve Joint Venture to Expand Smartphone Manufacturing in India

105d ago · Source: techcrunch

India approved a joint venture between Vivo and Dixon Technologies on Thursday, marking a new phase in the country's smartphone manufacturing expansion after Apple helped make India a major production hub.

The partnership, a 51‑49 arrangement with Dixon holding the majority stake, will acquire Vivo's manufacturing assets and produce smartphones and other electronic products. It follows a 2020 investment rule that subjects border‑sharing countries to extra scrutiny, and it builds on a deal first announced in December 2024.

Dixon, India's largest electronics manufacturing services company, already produces smartphones for Xiaomi and expects the venture to add 20‑22 million smartphones annually based on Vivo's current sales. Analysts say the majority‑Indian ownership structure may serve as a template for other Chinese brands seeking local partnerships.

Vivo holds a 23 % shipment share in India's Q1 market, while Chinese brands collectively control about 72 % of sales but contribute less than 10 % of exports. Apple accounts for 57 % of export volume, illustrating the export upside still available to Chinese brands.

Tarun Pathak, research director at Counterpoint Research, said the majority‑Indian structure provides Vivo with greater policy alignment and gives Dixon scale to deepen local value addition and pursue exports. The arrangement reflects broader government encouragement of domestic participation in electronics manufacturing and may expand export potential for Chinese brands operating in India.

TECHNOLOGY

OpenAI Ends Atlas Browser, Integrates AI Browsing Features Into ChatGPT Desktop And Chrome Extension

105d ago · Source: techcrunch

OpenAI announced it is ending its AI‑powered browser service Atlas, which launched in October 2024 with ChatGPT integration. The company said it will incorporate some of Atlas’s agentic browsing capabilities into its ChatGPT desktop application and a Chrome extension that lets users query, summarize, and perform tasks on web pages. A cloud‑based browser running on OpenAI servers will also support agents that complete tasks on a user’s behalf through the desktop app.

The shutdown follows a broader review by OpenAI leadership, including applications chief Fidji Simo, who directed the team to reduce “side quests.” The decision coincides with earlier cuts to the company’s AI video‑generation project Sora.

The AI browser market has seen several rivals, including Perplexity’s Comet, The Browser Company’s Dia, and AI features added to Chrome and Edge by Google and Microsoft. OpenAI concluded that browser functionality is better positioned as a feature within existing applications rather than a standalone destination.

OpenAI’s new Chrome extension will give ChatGPT access to the current page context, enabling users to ask questions about web content, generate summaries, or start longer workflows without leaving the browser. A desktop version of ChatGPT will include a more capable browsing tool that allows site navigation, login, file downloads, and direct interaction with web pages. The cloud browser will serve as a remote workspace for AI agents.

The updates aim to make ChatGPT a continuous workspace that spans Chrome, the desktop app, and AI agents, positioning the tool against competitors such as Google’s Gemini Side Panel.

TECHNOLOGY

Building a Real-Time AI Tutor for 5-Year-Olds

105d ago · Source: Hacker News

A team is developing a real-time AI tutor that teaches math and reading to children ages 4 to 9, requiring sub-second response times for each interaction. Children’s limited attention spans and the need for immediate feedback make conventional chat interfaces unsuitable, prompting the group to embed pedagogical methods directly into the system architecture. The engineers discarded the typical agent loop that relies on sequential tool calls, which introduces latency of three to four seconds per response. Instead, they created a custom harness that streams multiple actions within a single model generation, allowing the first action to be delivered after roughly 30 tokens while subsequent actions are executed in parallel. An asynchronous planner reviews the conversation against lesson objectives and manages context, running independently of the conversational agent to anticipate the child’s next moves. The system logs each user interaction as immutable events, enabling both agents to read and append without coordination. When the safety classifier flags a child’s statement, the eager response is discarded and a guidance message tailored to the situation—such as acknowledging discomfort and suggesting adult involvement—is provided. The safety check runs in 500‑1000 ms and operates in parallel with generation to avoid additional delay. The planner uses a more capable model, increasing operational cost, and predictions may occasionally misguide the child, creating challenges in evaluating errors. The team notes that the approach balances pedagogical timing, safety, and real‑time performance, though it remains a work in progress. The organization is seeking additional engineers and collaborators for further development. The project highlights the complexity of delivering pedagogically sound, real-time AI interactions for young learners.

TECHNOLOGY

Apple's Assistive Access Feature Can Turn iPhone Into Child‑Friendly Phone

105d ago · Source: Hacker News

Apple’s Assistive Access feature, introduced with iOS 17, can be configured to limit an iPhone to a small set of apps, creating a simplified device suitable for children.

Parents seeking a phone that allows calls and location tracking while preventing unrestricted internet use have found limited options. Existing screen‑time restrictions can block apps but do not prevent children from opening web browsers through shared links. Third‑party simplified‑phone apps exist but require purchase.

To set up Assistive Access, go to Settings, select Accessibility, scroll to the General section, and tap Assistive Access. Choose Set Up Assistive Access, continue, and select a grid layout for larger tiles. Then choose which apps to allow; for a child‑focused setup, allow calls, messages, maps, camera, photos and music while omitting Safari and other browsers. The feature prevents accidental web navigation because links in messages are displayed as plain text. A four‑digit passcode is required to enable or exit Assistive Access; the mode is left by triple‑clicking the side button (Face ID) or home button (Touch ID).

Apple designed Assistive Access for users with cognitive disabilities, but it can be repurposed for children. The mode disables system‑wide settings and most UI elements, so the device remains locked to the selected apps unless the passcode is entered. Screen Time limits now sync with Assistive Access in iOS 26, allowing Safari to be blocked without additional restrictions. However, the mode disables voicemail and prevents the iPhone from being powered off while active; the user must exit the mode to turn the device off.

Potential issues include reduced performance and the possibility of app freezes, such as the Messages app becoming unresponsive after extensive emoji use, which requires exiting and re‑entering Assistive Access to resolve. No other major problems have been reported.

The solution uses an existing iPhone that would otherwise sit unused, offers built‑in tracking and video calling, and carries no monthly fee. Apple has not announced a dedicated children’s operating mode, and it remains unclear how widely the feature will be adopted.

TECHNOLOGY

Microsoft Warns Customers AI Will Increase Patch Frequency

105d ago · Source: theregister

Microsoft warned that AI will increase the frequency of security patches for Windows and related products. Pavan Davuluri, executive vice president for Windows + Devices, wrote in a Thursday post that AI helps defenders discover more issues, resulting in higher volumes of updates per release. Microsoft is revising its internal processes to incorporate AI for vulnerability detection across the Windows codebase. The company noted that its automated patching tools can help customers keep pace with the increased number of patches. Davuluri said investment in these tools is justified because AI enables faster pattern recognition, risk prioritization, and broader vulnerability discovery. He added that Microsoft uses a multi‑model agentic scanning harness called MDASH, which runs on dedicated cloud infrastructure, scans critical binaries, and validates findings through debate among multiple AI models before a Windows‑specific prove pipeline eliminates false positives. This approach allows Microsoft to handle a larger volume of potential vulnerabilities and shorten the review window, reducing the exposure window for zero‑day exploits. Oracle announced that its AI bug‑finding capabilities will add a monthly critical patch dump to its quarterly security update schedule. VMware introduced Express Patches, which can be applied independently and more frequently than standard product updates without requiring a prior upgrade. The ability of administrators to implement the additional patches promptly remains an open question.

TECHNOLOGY

OpenAI Names GPT 5.6 as Preferred Model for Microsoft 365 Copilot

105d ago · Source: techcrunch

OpenAI announced on Thursday that GPT 5.6 will serve as the preferred model for Microsoft 365 Copilot.

Microsoft has been integrating its own in‑house models, known as MAI, into Word, Excel and other productivity applications to lower expenses, according to Bloomberg.

During the GPT 5.6 launch, OpenAI said the model will support Microsoft users across Word, Excel, PowerPoint and related apps.

The company emphasized that the partnership remains focused on delivering advanced AI to a broader audience and that the update does not indicate a termination of ChatGPT’s role in Microsoft software.

TECHNOLOGY

YouTube Allows Creators to Create Playlists as Shows

105d ago · Source: theverge

YouTube is allowing Partner Program creators to create playlists that function as shows.

These playlists are designed to provide a more structured, TV‑style viewing experience for series.

YouTube has been working on this capability for several months as it seeks to make its platform resemble traditional television.

Creators can organize their videos into sequential playlists, letting viewers watch content in an order similar to broadcast episodes.

The feature is part of a broader set of tools YouTube is testing to enhance the presentation of long‑form content.

YouTube continues to develop features that bring a broadcast‑like structure to its video platform.

TECHNOLOGY

AI Agent Startup Raises $100 Million in Series B

105d ago · Source: techcrunch

Lyzr, a three-year-old startup based in Jersey City, New Jersey, raised $100 million in a Series B round using its AI agent named SivaClaw. The funding values the company at roughly $500 million.

The AI agent handled more than 130 investor inquiries, drafted investment memos and recorded which presentation slides received the most attention. Lyzr said the round attracted interest from investors in Silicon Valley, the Middle East and the financial sector, generating about $400 million in indicated interest without founders traveling for traditional meetings.

Lyzr develops software that enables enterprises to build custom AI agents. Its product, launched in 2023, has been adopted by several large corporations seeking automation tools. The company’s ability to raise capital entirely through an automated system highlights the growing volume of capital pursuing AI ventures.

Analysts note that the speed and scale of the raise reflect strong demand for AI‑related assets, but they also raise questions about the thoroughness of due‑diligence when human interaction is minimized. The method may become a template for other early‑stage technology firms.

TECHNOLOGY

Soundcore Boom 2 Bluetooth Speaker on Sale for $69.99

105d ago · Source: theverge

The Anker Soundcore Boom 2 Bluetooth speaker is on sale at Woot for $69.99, a $20 discount from the $89.99 price on Amazon and about 46% of its original $129.99 price, with the promotion ending July 10. Bluetooth speakers that combine strong bass and long battery life are uncommon below $100, and most models have limited output or small drivers. The speaker offers up to 24 hours of playback on a single charge, an IPX7 waterproof rating, and a driver configuration that includes a 50W subwoofer and two 15W tweeters, delivering higher output than many comparable devices. It supports the Anker PartyCast 2.0 feature for linking multiple Anker speakers, and the Anker app allows adjustment of the equalizer and lighting settings. The unit also includes a 5W USB-A port for charging other devices. It lacks a 3.5mm auxiliary input, which is typical for waterproof models. The deal is limited to the Woot website and ends on July 10.

TECHNOLOGY

Mortal Shell II Set for August 10, 2026 Release

105d ago · Source: kitguru

Mortal Shell II will launch on August 10, 2026.

The original Mortal Shell, released in 2020 by Cold Symmetry, sold more than one million copies and received an enhanced edition.

The sequel adds a character shell mechanic that reshapes abilities and promises unrestricted combat, deeper weapon customization, and open exploration. It expands upgrade options beyond the first game.

The release arrives amid a crowded 2026 schedule and will be tested by players seeking alternatives to established Souls-like titles.

TECHNOLOGY

Nintendo to Shut Down Mario Kart Tour on September 29

105d ago · Source: kitguru

Nintendo announced that Mario Kart Tour will cease service on smart devices at 11:00 p.m. Pacific on September 29. The company posted the notice on its support page, thanking players for their participation. The shutdown will end the ability to purchase in‑game items and will remove the game from app stores.

Mario Kart Tour launched in 2019 after the release of Mario Kart 8 Deluxe. The initial version featured limited control options and did not support landscape orientation. Over time, Nintendo added numerous tracks, characters, and cosmetic items, and removed certain monetization practices. Some of the original tracks were later incorporated into Mario Kart 8 Deluxe through the Booster Course Pass.

The game entered a maintenance phase in 2023 with no new content releases. While Nintendo has indicated it will remain active in the mobile market, particularly for franchises such as Pokémon, Mario Kart Tour will be discontinued permanently.

TECHNOLOGY

OpenMandriva Accuses Former Contributor of Deleting Repositories After Community Dispute

105d ago · Source: theregister

OpenMandriva has accused former contributor Davide Beatrici of using administrative privileges to delete repository data and publish a package that could break desktop installations after a community dispute. Beatrici had offered to migrate the project's repositories from GitHub to a private OneDev instance, and maintainers permitted the migration despite concerns about centralizing infrastructure. The dispute intensified when other contributors reported repeated abusive messages, leading to the individual's removal from the project chat and subsequent resignation along with another contributor. OpenMandriva said that after deciding to stop mirroring repositories to Beatrici's private infrastructure, the former admin allegedly used remaining privileges to delete portions of GitHub repositories containing years of development work and to publish an empty package that removed GNOME and Cosmic packages from the Cooker repository, potentially affecting system updates for users of those environments. The project stated that the damage was limited to its development branch and that it restored the deleted repositories and repaired the affected packages, completing a system audit that found no additional violations. OpenMandriva considered legal action, describing the alleged conduct as a criminal offense, but ultimately chose not to pursue it. Beatrici denied that his actions constituted sabotage, saying he did not intend to harm the distribution. The incident underscores the risks of granting extensive administrative access to individual contributors and raises questions about future access controls.

TECHNOLOGY

AMD Expands Hawk Point Lineup with New Ryzen 200 and 100 Series SKUs

105d ago · Source: wccftech

AMD announced additional processors for its Ryzen 200 and 100 series, increasing the Hawk Point lineup with 11 new SKUs that use the Zen 4 microarchitecture and feature integrated Radeon graphics. The new chips are built on a 4 nanometer process and range from four to eight cores, with eight models added to the Ryzen 200 series and four to the Ryzen 100 series. Core and thread counts vary, with the top eight‑core parts offering 16 threads and base clocks up to 4.9 GHz, paired with Radeon 700M iGPUs such as the Radeon 740M, 760M and 780M. The specifications list shows models including the Ryzen 9 180, Ryzen 7 253, Ryzen 7 249, Ryzen 7 217, Ryzen 5 225, Ryzen 5 224, Ryzen 7 216, Ryzen 5 216, Ryzen 3 205 and Ryzen 5 125, each with its own core, thread and graphics configuration. AMD said the processors are intended for use in upcoming laptop designs and mini‑PC platforms. The addition provides more options for system builders and OEMs, but does not constitute a new architectural breakthrough, leaving performance evaluation to be assessed against competing products.

TECHNOLOGY

Apex Legends and Cyberpunk 2077 Crossover Event Launches July 14

105d ago · Source: kitguru

The Apex Legends x Cyberpunk 2077 crossover event will launch on July 14 and run through August 4, during which the E‑District map will be transformed into a Night City environment, and two new cyberware modifications—Sandevistan and Blackwater breach—will be added, along with a range of cosmetic items.

The event follows several updates to Cyberpunk 2077 and the continued popularity of the game after the release of the Netflix series Cyberpunk Edgerunners, which have helped sustain interest in the title more than five years after its initial launch. EA and Respawn announced the collaboration, which includes weapon skins and eight cosmetic packs for various Legends, such as Axle, Sparrow, Lifeline, Crypto, Rampart, Loba, Ash, and Gibraltar.

The cosmetic items will be available for purchase until August 18, while the event itself will feature a limited‑time game mode intended to provide new gameplay experiences. The update also integrates the new cyberware mods into the existing cyberware capacity system, which can cause players to become "Cyberpsycho" if too many upgrades are equipped.

The collaboration marks another example of cross‑franchise content sharing in the video‑game industry and is expected to generate additional player engagement while the event remains active.

TECHNOLOGY

MSI Updates BIOS for AM5 800 and 600 Motherboards to Support Higher-Speed CXMT DDR5 Memory and Enable TSME

105d ago · Source: wccftech

MSI released a BIOS update for its AM5 800 and 600 series motherboards that adds support for CXMT DDR5 memory capable of speeds above 8000 MT/s and re-enables Transparent Memory Secure Encryption (TSME) for Ryzen 9000 series processors. The update includes AMD’s AGESA PI-1.3.0.1b Path A firmware and expands memory compatibility, with testing indicating higher performance for 2‑DIMM configurations compared to 4‑DIMM setups. MSI’s internal tests showed 4‑DIMM boards achieving 7200 MT/s, while 2‑DIMM configurations can reach higher rates. The BIOS also restores TSME, a hardware‑based RAM encryption feature previously limited to PRO‑grade Ryzen chips, now available on consumer‑grade Ryzen 9000 CPUs. ASUS has already reinstated TSME support on its motherboards, and other vendors are expected to follow with similar BIOS releases. The updates aim to improve memory performance and security for users of AMD’s latest platform, with broader BIOS support anticipated across the AM5 ecosystem.

TECHNOLOGY

Nandan Nilekani Steps Down As General Partner At Fundamentum While Launching $200 Million Third Fund

105d ago · Source: techcrunch

Nandan Nilekani, co‑founder of Infosys and a leading Indian technology figure, is stepping down as a general partner at Fundamentum Partnership as the firm launches its third $200 million venture fund.

Nilekani, 71, co‑founded Fundamentum in 2017 with Sanjeev Aggarwal. The new fund targets consumer technology, fintech and AI startups at the early‑stage level and plans initial checks of about ₹100 crore ($10.5 million) each.

Aggarwal said the leadership change is a title adjustment and that Nilekani will remain an anchor investor, continue advising the firm and mentor portfolio founders. He described Nilekani as integral to the firm’s mentoring focus.

Fundamentum’s third fund aims to back eight to ten startups and will be led by Aggarwal, Prateek Jain, Mayank Kachhwaha and finance chief Sanjay Chaturvedi. The fundraising is expected to conclude in 12 to 18 months, with roughly half of the capital coming from international investors and the remainder from Indian institutions, family offices, founders and partners.

The shift follows the departure of general partner Ashish Kumar, who launched a separate AI‑focused vehicle, Fundamentum Frontier Advisors, which has Nilekani as an anchor investor but is operationally independent.

Fundamentum has made 17 investments across its first two funds and has returned about half of the capital from its first fund, while the second fund concentrates on follow‑on investments. The new fund’s focus on application‑layer AI reflects a growing emphasis on building AI tools for financial services, content and vernacular consumer markets in India.

TECHNOLOGY

Postgres Rewritten in Rust Passes 100% Regression Tests

105d ago · Source: Hacker News

pgrust, a project by Malisper, has rewritten PostgreSQL in the Rust programming language and demonstrated full compatibility with the official regression test suite. The implementation matches PostgreSQL 18.3 output across more than 46,000 regression queries. It can run from an existing PostgreSQL 18.3 data directory and is intended to facilitate internal modifications to the database while preserving behavior. pgrust is not yet production-ready and has not been performance tuned. Some PostgreSQL extensions such as PL/Python, PL/Perl, and PL/Tcl are not yet compatible, though selected contrib modules have been ported. The roadmap includes multithreaded internals, built‑in connection pooling, improved JSON handling, faster forking, storage experiments and runtime guardrails. Users can test the project via a WebAssembly demo, a Docker container or by building from source on macOS or Linux systems, following the provided setup instructions. The project is licensed under AGPL‑3.0 and provides contact information through email, Discord and its website.

TECHNOLOGY

One-Person Train Sim 'Running Train' Receives Strong Early Access Reviews

105d ago · Source: Hacker News

A train simulation titled Running Train, created by a single developer at Novatetsu Games, is available in early access on Steam for $18.

The game features a fictional region of Japan with approximately 40 kilometers of track across 42 routes, ranging from six to 44 minutes in length and set at various times of day.

Routes can be played under different weather conditions, including sunny, rainy, and winter snow scenarios.

Players may allow the train to operate automatically and use a free camera to view the detailed environment, which includes towns, countryside, roads, traffic, and powerline infrastructure.

Steam reviews have praised the visual detail, noting the realistic modeling of clouds, lighting, and weather effects.

The developer has indicated plans to add a passenger system, a conductor mode, and expand the track length to 100 kilometers by the end of next year.

Running Train remains in early access on Steam.

TECHNOLOGY

Best Buy Continues to Offer Pre‑Hike Price for 14‑Inch M5 Pro MacBook Pro

105d ago · Source: macrumors

Best Buy is the only major retailer still selling the 14‑inch 24 GB/2 TB M5 Pro MacBook Pro at its pre‑announcement price of $2,549, while Apple’s broader price increase took effect across its product lineup in early July 2026.

In early July 2026 Apple announced price increases for the MacBook Pro and several other products, and most third‑party sellers have updated their listings to reflect the higher prices.

The 14‑inch model had been listed at $2,999 after the change, but Best Buy retained the original price for a limited inventory.

The configuration available at Best Buy includes both Silver and Space Black finishes and offers in‑store pickup and home delivery.

Amazon and other online retailers list the same model at the new price of $2,999 or have removed it from sale.

Across the broader MacBook and iPad lineup Apple’s price adjustments have taken effect, leaving few devices available below the previous price point.

The price difference of $450 represents a discount of roughly 15 percent on the pre‑hike list price.

Other Apple accessories, such as AirPods Pro 3, have also seen temporary price reductions, with Amazon listing the earbuds at $179, down from $249.

Sonos announced a summer sale offering up to 25 percent off selected speakers and soundbars, while UGREEN promoted desktop NAS systems as part of early Prime Day promotions.

Analysts note that the continued availability of the discounted MacBook Pro may be limited as stock diminishes.

Consumers seeking the lower price should monitor inventory updates, as the promotional pricing is expected to end once the remaining units are sold.

TECHNOLOGY

Amazon Accessory Deals Offer Discounts on Audio, Monitors, and Power Equipment

105d ago · Source: macrumors

Amazon is offering a week‑long promotion on a variety of electronic accessories, with several high‑profile items reduced to new low prices. The sale follows early Prime Day previews and includes discounts on headphones, monitors, televisions, docking stations, chargers, and portable power devices. The Sonos Ace headphones are priced at $279, reduced from $399. Sony’s WH‑1000XM5 headphones are listed at $248, down from $399. The Soundcore Sleep A30 earbuds are available for $179.99, down from $229.99. The Sony WH‑1000XM6 headphones are offered at $398, reduced from $459. The Samsung 27‑inch Odyssey G5 monitor is listed at $169.99, down from $249.99. The LG 27‑inch UltraGear monitor is priced at $269.12, down from $499.99. The Hisense 65‑inch E6 Cinema Series 4K TV is listed at $377.99, down from $478.00. The Samsung 27‑inch Odyssey OLED G5 monitor is priced at $415, down from $499.99. The Samsung 55‑inch The Frame TV is available for $897.99, down from $1,097.99. The Samsung 49‑inch Odyssey OLED G9 monitor is listed at $1,049.99, reduced from $1,299.99. The Samsung 32‑inch M9 Smart Monitor is priced at $1,267.20, down from $1,599.99. Anker’s Nano 13‑port docking station is listed at $111.99, down from $149.99. The Anker Prime 14‑port docking station is priced at $169.99, reduced from $269.99. The Anker Prime 14‑port Thunderbolt 5 dock is listed at $319.99, down from $399.99. The iVANKY 23‑in‑1 Thunderbolt 5 FusionDock Max 2 is priced at $399.99, reduced from $499.99. Anker’s Nano USB‑C wall charger is listed at $25.99, down from $39.99. The UGREEN 100W GaN 4‑port charger is priced at $40.84, down from $54.99. Anker’s 140W 4‑port GaN charger is listed at $79.99, reduced from $89.99. The Anker 3‑port Prime charger is available for $99.99, down from $149.99. Anker’s 3‑in‑1 MagGo Qi2 charging stand is listed at $71.99, down from $89.99. The 3‑in‑1 MagGo UFO charger is priced at $71.99, reduced from $89.99. The 3‑in‑1 MagSafe‑compatible foldable charging station is listed at $85.99, down from $109.99. The 3‑in‑1 MagSafe‑compatible charging cube is priced at $89.99, reduced from $129.99. The 3‑in‑1 Prime wireless charging station is listed at $99.74, down from $149.99. The Prime MagSafe‑compatible 3‑in‑1 charging station is priced at $139.99, reduced from $229.99. Anker’s MagGo Power Bank 10,000 mAh is listed at $65.99, down from $79.99. The SOLIX C300 power station with lantern is priced at $189.99, reduced from $249.00. The Anker Prime 26,250 mAh power bank is listed at $179.99, down from $229.99. The SOLIX C1000 Gen 2 portable power station is priced at $549.99, down from $599.00. The Jackery Explorer 1000 v2 portable power station is listed at $429.00, reduced from $799.00. The SOLIX C2000 Gen 2 portable power station is priced at $899.99, down from $1,499.00. The promotion ends this week and the deals are available on Amazon’s website.

TECHNOLOGY

Charles Hudson Outlines Common Startup Investing Mistakes

105d ago · Source: techcrunch

Charles Hudson, founder and managing partner of Precursor Ventures, outlined frequent errors early‑stage founders make when pursuing venture capital in a Build Mode podcast episode released on July 9, 2026.

Having invested in over 500 startups over more than a decade, Hudson said market dynamics have changed, requiring founders to move beyond traditional fundraising playbooks and focus on prudent valuation and investor fit.

He warned that high valuations can create pressure to meet expectations and may lock founders into unsuitable investors.

Hudson advised founders to conduct due diligence by speaking with existing portfolio companies and verifying investor claims about recruitment, go‑to‑market support, and platform connections.

He noted that venture capital is appropriate only for businesses that can achieve returns exceeding typical venture fund targets; otherwise alternative financing models may be preferable.

Current investor expectations compare startups to the fastest‑growing AI companies, making modest growth insufficient for securing funding.

The Build Mode podcast also previewed an upcoming episode with Andrew Dai, CEO of Elorian, and promoted weekly releases on Apple Podcasts, Spotify, and YouTube.

As venture capital conditions continue to evolve, Hudson said founders must regularly reassess their valuation approaches and investor partnerships to align with market realities.

TECHNOLOGY

Canonical Expands Arm64 Support and Advances Rust Integration in Ubuntu

105d ago · Source: theregister

Canonical announced that Ubuntu on Arm64 will become a first-class experience, adding live kernel patching for Arm64 servers and expanding desktop support.

Arm server sales now account for about half of the market, and Canonical earns most of its revenue from server support. Earlier versions of Ubuntu provided limited Arm64 capabilities, but recent updates aim to improve the platform.

The latest release includes live kernel patching for Arm64 in Ubuntu 26.04 and Ubuntu Core 26. Snap packages now offer native Arm64 builds, such as Valve's Steam client using the FEX emulation layer and Google Chrome with Widevine DRM support, which also benefits other applications. Arm64 installation files have been moved from the specialist ports server to the main archive.ubuntu.com mirrors, a change that required modifications to the build scripts and introduced a bug in the Rust version of the cp command that mishandles the -L option. Canonical responded by reverting to the traditional C cp utility until the issue is resolved. The company also became a Gold Sponsor of the Trifecta Tech Foundation, which develops Rust-based ntpd-rs and sudo-rs, tools that have had security implications in previous Ubuntu releases.

Canonical has not indicated when the Rust coreutils will be fully stable, so the pace of Rust adoption across the distribution remains uncertain.

TECHNOLOGY

Leap Second Will Not Be Added at End of December 2026

105d ago · Source: Hacker News

The International Earth Rotation and Reference Systems Service (IERS) announced on July 6, 2026, that no leap second will be added at the end of December 2026. The current difference between Coordinated Universal Time (UTC) and International Atomic Time (TAI) remains at -37 seconds, a value that has been in effect since January 1, 2017. Leap seconds are occasionally inserted into UTC at the end of June or December to keep it aligned with the measured length of Earth's rotation (UT1). The bulletin, designated C 72, states that the next possible insertion date is the end of December 2026, but IERS has determined that no adjustment is needed. The organization continuously monitors UT1‑TAI and will issue further notifications if future changes occur.

TECHNOLOGY

Rust Developer Releases Bounded Lock‑Free Queue Implementation with Data

105d ago · Source: Hacker News

Rust developer nahla-nee published a bounded, lock‑free queue implementation in a blog post on March 12, 2026. The design uses two atomic counters to generate reservation numbers and a pair of ring buffers to store items and ownership flags. Each operation waits for a matching reservation number in a state buffer before performing the enqueue or dequeue action, then toggles the ownership flag to hand control to the opposite thread.

The approach avoids repeated compare‑and‑swap loops, which the author says reduces cache contention and provides bounded waiting as long as producers and consumers are both active. Because each thread operates only on its assigned buffer slot, the implementation limits head‑of‑line blocking; a slow producer or consumer does not stall other threads beyond the capacity of the queue.

Technical limitations include a risk of undefined behavior when reservation numbers exceed the range that distinguishes producer from consumer tickets, and potential race conditions when dequeuing types that cannot be copied. The drop operation for a drivable enqueue or dequeue struct performs a full operation before deallocation, which can be costly.

Benchmark results measured on a Ryzen 7 7800x3D system with 32 GiB DDR5 memory and Fedora Linux 44 show throughput ranging from approximately 245 million to 73 million elements per second across different producer‑consumer configurations. Performance peaked when the number of active threads matched the processor’s logical core count, and the one‑producer, multiple‑consumer scenario achieved the highest throughput.

The author states the implementation is not claimed to be groundbreaking and invites further feedback from experts.