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A new report highlights the role of AI evaluators, the specialists tasked with assessing whether advanced AI systems are safe before deployment. Their work is framed as a critical safeguard against catastrophic AI risks, yet it is largely voluntary and under-resourced. Commenters are debating whether this handful of assessors can realistically hold back powerful technology developed by some of the world's richest companies.

Etched, the startup building specialized AI inference chips, has fielded funding offers valuing it at more than $40 billion, according to a report citing sources. The valuation marks a striking jump for a young semiconductor company betting its analog architecture can outpace Nvidia GPUs. Interest in Etched reflects the broader rush of capital into bespoke AI hardware.

A developer has released a computer vision tool that evaluates deadlift form, sharing it as an open-source project on GitHub. The tool analyzes lifting technique, presumably from video input, and is being shared with the tech community for feedback. Early reactions are limited, but the project is drawing modest attention from users interested in fitness tech and machine learning applications.

Guidance is circulating on disabling individual Apple Intelligence features on iPhones and Macs to recover storage space. The walkthrough explains which settings to switch off and how much space the AI tools can occupy. It reflects ongoing user frustration with storage-hungry AI features that many iPhone and Mac owners say they did not ask for and do not use.

The Bipartisan Policy Center has released an assessment of how the USCIS SAVE system, used to verify immigration status, performs in practice at election offices. The report draws on evidence from officials who use the system to check voter eligibility, and it evaluates the tool's accuracy and reliability in real-world election administration.

Planet Fitness is experimenting with AI-powered tools across its operations, while analysts and investors continue to weigh the gym chain's stock valuation. The company, one of the largest fitness franchisors in the United States, is joining a wave of consumer brands adopting artificial intelligence to improve member experience and efficiency. Discussion centres on whether these technology investments can justify the share price.

An employee's employer has gone public at a $35 billion valuation, but the windfall comes with a catch: Medicare can count his vested stock as income or assets the moment it vests, even if he never sells a single share. The rule matters because Medicare's income-related premium surcharges are based on tax filings, meaning paper wealth from an IPO can raise premiums before any cash is realized.

The European Union has released the final evaluation report of its humanitarian interventions in Afghanistan covering 2020 to 2024. The report assesses how effective EU-funded humanitarian aid has been in the country through the period spanning the Taliban takeover in 2021. The publication was posted via ReliefWeb, the humanitarian information service, making the findings available to aid agencies, policymakers and researchers tracking the response to Afghanistan's ongoing humanitarian crisis.

Chip simulation startup Vinci has raised $250 million in funding at a $1.5 billion valuation. The round makes the semiconductor software firm one of the newest entrants to unicorn territory, underscoring continued investor appetite for tools that help design and test chips before they are physically manufactured amid the ongoing global semiconductor boom.

The African Union International Centre for the Education of Girls and Women in Africa (AU CIEFFA) has concluded a monitoring and evaluation mission to Burundi as part of the #AfricaEducatesHer campaign. The campaign works to advance girls' education across the continent, and the mission assessed progress on the ground in Burundi.

Guides are circulating explaining how users can disable Apple Intelligence on iPhones and Macs, a step that reportedly frees up valuable storage space taken up by Apple's AI features. The advice covers switching off the AI tools in settings on both iOS and macOS devices, appealing to people who don't use the features or want the space back.

OpenAI announced a partnership with contract management company Ironclad to train and evaluate AI agents on complex contracting workflows. The collaboration aims to advance computer-use AI for professional work, using Ironclad's real-world legal and contracting tasks as a testing ground. It signals a push toward deploying AI agents in specialized business environments beyond general browsing.

Chip startup Etched is reportedly weighing funding offers that would value the company at more than $40 billion, according to sources cited by TechCrunch. The figure would place the young AI silicon maker among the most valuable private startups, underscoring continued investor enthusiasm for custom AI chip companies challenging Nvidia's dominance.

An executive from a company valued at roughly $40 billion has voiced support for LIV Golf, suggesting each of its teams could be worth over $100 million. The endorsement stands out given ongoing questions about the league's long-term stability and its unresolved position in the sport's wider landscape.

The LPGA's Lotte Championship in Hawaii will move to the Kapalua Resort on Maui in 2027, according to Golf Channel. The tournament, a staple of the tour's early-season Hawaii swing, will shift to the resort famed for hosting the PGA Tour's Tournament of Champions, bringing elite women's professional golf to the West Maui venue.

Chinese AI startup Moonshot AI has closed the final round of its private fundraising at a valuation of roughly $50 billion, according to people familiar with the matter. The company, best known for its Kimi chatbot, is now preparing for an initial public offering in Hong Kong expected in the first quarter of next year. The listing would mark one of the most prominent debuts for a Chinese AI firm as global competition in artificial intelligence intensifies.

A technology writer argues that Know Your Customer checks in banking and fintech should be modeled as a lifecycle state, continually reevaluated whenever customer identity, supporting evidence, risk profile, or compliance policy changes. The argument is that treating verification as a completed event leaves institutions exposed as circumstances shift, and that backend system architecture should reflect verification as a dynamic, ongoing process rather than a one-time gate.

Morgan Stanley has reiterated its $300 per-share valuation target for SpaceX, attributing the figure to a growth-adjusted valuation of the company's launch business and longer-term ventures such as Starlink. The reaffirmation keeps the bank among the most bullish Wall Street estimates on the private space company, which continues to attract attention over its rapidly rising private market valuation.

Attention is on the Miami Dolphins following their Week Four game, with debate over which player deserves recognition as the team's most valuable player. The discussion centers on how players performed under pressure during the matchup, as fans weigh standout individual efforts against the team's overall results early in the season.

A developer is working on real-time video compositing and trying to bring processing time per frame under 50 milliseconds, a threshold needed for smooth real-time performance. They asked an AI assistant to evaluate performance and are now working on a strip-parallel compositor that splits the frame across threads, sacrificing four threads in the process. The work is being done while also livestreaming and gaming, and the developer has shared the experiment publicly.

Reports circulating in France claim mass resignations among police officers joining ongoing protests, with the government said to be evaluating sending in the army to maintain order. The claims have spread widely on French social media, fueling debate about the severity of the unrest and the state's capacity to respond, though official confirmation of either the resignations or military plans has not been established.

Discovery Education has published guidance on how schools should evaluate digital science programs before adopting them. The guidance comes as districts weigh which online learning tools merit their budgets. Key considerations typically include curriculum alignment, teacher support, student engagement and measurable learning outcomes.

A tiny automotive startup with only about ten employees is reportedly on track to reach a $1 billion valuation, a milestone that would make it one of the leanest unicorns in the sector. The report highlights how small, focused teams are achieving outsized valuations in the automotive and mobility space, drawing attention to capital efficiency trends among investors.

Etched, the AI chip startup, has reportedly received funding offers valuing the company at more than $40 billion, according to sources cited by TechCrunch. The report suggests investors are competing to back the company at a sharply higher valuation, underscoring intense investor appetite for AI silicon startups.

Crystal Palace have appointed the Raine Group, the merchant bank known for brokering major football club sales, to find new investment in the Premier League club at a valuation of around £900 million. The move signals the club's owners are open to bringing in fresh capital or investors, and it has drawn attention given Raine's track record on high-profile football transactions.