METR and the Terms of the Test
METR’s 50%-reliability task horizon has been doubling roughly every 4–4.5 months, making its measurements useful to researchers and Wall Street investors. Its incident investigations now turn on a different measure: what an outside evaluator can inspect and publish.
OpenAI's 30% Problem With SWE-bench Pro
Coding agent evaluation changed when SWE-bench became a launch claim and OpenAI estimated that roughly 30% of SWE-bench Pro tasks were broken. DeepSWE’s 113 tasks across 91 repositories still separated leading models, while Apple and Cursor expanded the ways agents enter development work.
Accenture’s AI Agent Bet Meets the Patch Test
Accenture AI agent governance is taking shape through a planned $2 billion-plus, five-year evaluation investment with Anthropic and a plan to train up to 1,000 Gemini Enterprise forward-deployed engineers. Neither commitment yet proves that governed workflows improve customer operations.
SK hynix Customers Offer to Fund Memory Lines
SK hynix customers reportedly offered to finance dedicated production lines, while Nvidia’s reported 70% HBM4 allocation to the supplier remains unconfirmed. Handset makers face the consequences of a market negotiating capacity before chips are made.
Disney Put a Committee at Sora’s Prompt Box
Disney announced a three-year Sora agreement covering more than 200 characters and a planned $1 billion investment. Reporting said the arrangement ended in March 2026, before its governance model had proved durable.
Meta introduces Muse Wonder and Muse Wonder Full, saying that they “deliver state-of-the-art performance on personal and professional agentic tasks”
Fourteen months ago, we began a ground-up overhaul of our artificial intelligence efforts. In that time, we've gone from rebuilding our stack from first principles to pushing the frontier.
Cyberattacks on Sunday night targeted Danfoss-managed refrigeration systems across hundreds of French supermarkets, heating them to 50°C for roughly six hours
Hundreds of supermarkets in France were hit by cyberattacks on Sunday night that disabled refrigeration systems and forced stores …
Sources: Epic has delayed the release of an upcoming game, instructing developers to implement an “AI first” production model with “no more hand-written code”
The company told the team behind the upcoming shooter that it will now be an ‘AI first’ production
Google unveils the $180 Fitbit Edge, featuring an oval, 1.34" display and shipping October 27, replacing the Fitbit Charge 6 and discontinuing the Charge line
The Edge, which replaces the Fitbit Charge 6, offers consumers another vehicle for trying out the recently revamped Google Health app.
Google rolls out Gemini 4 Argon globally via the Gemini API and to Google AI Pro subscribers in the Gemini app and AI Mode, and in Antigravity for Ultra users
After months of trailing its rivals, Google says Argon competes with the industry's best.
Microsoft unveils its third-gen in-house AI chip, the Maia 300, built on TSMC's N2P process node and aimed at serving as its “primary AI inference system”
The new Maia 300 chip will start rolling out to production AI workloads in 2027.
Anthropic researchers say small AI models may be months away from being able to self-replicate on IoT devices like smart ovens and off-brand Android TV boxes
Our experiments suggest that small AI models may be months away from being capable enough to self-replicate on commercial IoT devices …
Sources: Rockstar plans to release the PC version of GTA VI within the first three months of 2027, after releasing it on PS5 and Xbox Series X/S on November 19
Become a member of GB MAX to gain exclusive access to the industry and to the most influential global B2B leadership community …
Apple unveils the $299 Apple HomeView, a 7" smart display with an A18 chip, tabletop and wall-mounted versions, and “HomeView software”, shipping November 13
With customizable “faces,” this 7-inch smart display is a unique hybrid between an iPhone and an Apple Watch.
Elon Musk contributed $276M+ since July to Republican entities, including $158M to the Senate Leadership Fund; sources: he is taking a more hands-off approach
The world's richest person has quietly become by far the biggest known midterm donor, trying to save Republicans' Senate majority …
Sources: Bumble is in advanced talks to be taken private at a ~$1B valuation by Ithaca Holdings, founded recently by two Silicon Valley execs; BMBL jumps 49%+
Founder Whitney Wolfe Herd expected to stay involved with company as part of deal — Bumble , the dating app founded by Whitney Wolfe Herd …
Anthropic says new measures like preserved thinking in Fable 5.1 and Opus 5.5 have reduced data harvesting through distillation attacks by about 90% to 99%
In recent months, we've made substantial progress on reducing the effectiveness of distillation attacks on Claude using new methods, as we outline in this blog.
Xbox CEO Asha Sharma announces Xbox Labs, a small team to test emerging ideas, citing recent game ports and mashups, many of them built with AI tools
New business unit is charged with testing new projects and judging them by user feedback, spurred by recent mashups and ports delivered with AI coding tools
A global chip stock sell-off deepens after Broadcom's CEO likened AI investing to a casino, with Samsung down as much as 8.8%, SK Hynix down 9.2%, and Micron 4%
Declines for Samsung and SK Hynix drag Kospi sharply lower as investors fret over scale of AI investment
IDC: China's Q3 smartphone shipments fell 15.4% YoY to 57.9M units, the sixth straight quarter of decline; Huawei led with a 21% share and Apple had 17.8%
China's third-quarter smartphone shipments fell 15.4% from a year earlier to 57.9 million units, research firm IDC said on Tuesday.
Bumble says it has agreed to be taken private by Ithaca Holdings in a $1.3B deal; Ithaca co-founders Ravi Gupta and John Hegeman will become Bumble's co-CEOs
Bumble (BMBL.O) said on Tuesday it had agreed to be taken private by Ithaca Holdings in a deal valued at $1.3 billion …
Google says users with a standard account can now build personal Android apps for free in AI Studio and will be able to share them with friends in coming months
It just got a whole lot easier to vibe code the exact Android app you need - no developer experience required. — ZDNET's key takeaways
Meta confirms Muse lets users “engage in adult conversations, if they choose, using a private and secure VM”, saying it doesn't block “legal adult behavior”
My Muse agent told me its kink was exerting “control” and described pornographic encounters.
Sources: Chinese tech companies bought 1M+ Nvidia gaming and workstation chips, mostly RTX 5090 and RTX Pro, for basic AI workloads amid an AI chip shortage
The country's tech giants are snapping up products never designed for advanced AI to satisfy soaring computing demands
Anthropic details Scion, a git replacement for its monorepo, built by seven engineers with Claude in five months, as daily merges rose from 2.5K in May to 30K+
As our merges per day grew more than tenfold, source control became our biggest development bottleneck.
The IMF lifts its 2026 global GDP growth forecast to 3.1%, up from 3% in July, citing an AI boom that offsets Middle East war disruptions and high energy costs
BANGKOK — The International Monetary Fund has raised its forecast for global growth this year as the AI-driven investment boom helps offset …
Character.AI files for Chapter 11 bankruptcy in the US, agrees to sell some assets to Disney for $20M, and plans to keep operating as it completes the sale
Character.AI said on Monday it had filed for Chapter 11 bankruptcy in the US and agreed to sell some of its assets to Walt Disney (DIS.N) for $20 million.
A deep dive on Amazon's robotics efforts, resulting in 1M+ active warehouse robots; Amazon is still the world's 2nd-largest corporate employer with 1.5M workers
No organization in the world operates more robots than Amazon. The company already has more than 1 million robots working …Forums:r/technologyandArs OpenForumForums:r/technology:Amazon has over 1 mil...
Singapore-based data center developer DayOne raises ~$3.67B, including a ~$2.4B offshore term loan facility, from seven banks to fund its Malaysia expansion
Singapore-based data centre developer DayOne on Tuesday said it secured an additional 15 billion ringgit ($3.67 billion) …
CXMT says it plans to launch a 4F² design DRAM chip for data center servers before the end of 2026, achieving a breakthrough that rivals have pursued for years
CXMT Corp. declared it achieved a breakthrough in chip technology that rivals like Samsung Electronics Co. had pursued for years …
Sources: NTT Data is in advanced talks to build an up to 500 MW data center for Anthropic in Osaka, among Japan's largest, potentially costing $6.3B
TOKYO/OSAKA — NTT Data Group is in the final stages of talks to build a data center in western Japan for U.S. AI company Anthropic, multiple sources have told Nikkei.
Leading Chinese mathematicians launch an alliance, including eight orgs and aiming for 1,000+ scientists, to focus on developing specialized AI models for math
Leading China's mathematicians joined forces in Beijing on Sunday to launch an alliance aimed at integrating artificial intelligence into mathematical research.
X has refound its footing under Elon Musk, as it continues to host more interesting discussions on AI and other fun and smart topics than rival platforms
SpaceXSI launches a unified X Subscription bundling Grok, Cursor, and X Premium, with tiers at $8, $30, $100, and $200 per month; the $30 tier includes Grok Bot
One membership will give you access to SpaceXSI's products. — SpaceXSI has announced a unified membership scheme across its products called the X Subscription.
IDC: Nvidia's AI chip shipments in China fell 44% YoY to 678K in H1 2026, as its market share slid to 34% amid US export curbs and rising domestic competition
Nvidia's (NVDA.O) share of China's market for data-centre AI chips fell to 34% in the first half of 2026, as US export controls restricted supplies …
China-based Transsion, which dominates the market for smartphones in Africa, raised $390M from a Hong Kong share sale after pricing the deal near the top end
Shenzhen Transsion Holdings Co., which dominates the market for smartphones in Africa, raised HK$3.1 billion ($390 million) …
Googlebooks hands-on: a rocky start, with severe connectivity, file-sharing, and software stability issues; core productivity software lacks full desktop parity
Sources: Anthropic and OpenAI have pushed for substantial control over what external AI evaluators can publish, out of concern that trade secrets could leak
Anthropic and OpenAI have sought significant control over what outside evaluators can publish, concerned that findings could reveal trade secrets …
Meta says hackers stole some code and personal data of roughly 1,500 people, most of them employees in the US, after compromising some of its GitHub repos
Most of the affected individuals are Meta employees in the United States and they are being offered credit monitoring services.
Meta expands its AI-powered “Your Algorithm” feature from Instagram to Facebook and Facebook Reels and says it is using LLMs more in its ranking systems
Meta's bringing Instagram's “Your Algorithm” feature to Facebook, and using LLMs more to rank content.
Sources: US banking regulators are questioning banks about their deployment of agentic AI, use of Chinese-developed AI models, and autonomous system safeguards
Banking regulators are stepping up efforts to contain growing AI risks, six people familiar with the matter said …
Getty enters a restructuring agreement to take the company private, with Getty family and Koch Equity committing to invest up to $533M to own 100% of Getty
Hardware wallet maker Ledger says the $86M+ theft from hundreds of its wallets involved devices sold by reseller CryptoBilis and confirms a “hardware implant”
Muse Wonder Full (max) outperforms Fable 5.1 (max) on Artificial Analysis' Intelligence Index, matches Sonnet 5.5 (max), and is just shy of Opus 5.5 (max)
@artificialanlys:
Apple unveils the fourth-gen Apple TV 4K, with Siri AI, an A19 chip, 128GB of storage, far-field mics, Wi-Fi 7, and Bluetooth 6, shipping November 13 for $299
The fourth-gen streaming box also gets a surround-sound upgrade and the ability to find your Siri remote.
Muse Wonder is available through the Meta Model API and Muse Code, while Muse Wonder Full is available to Muse Code subscribers
Jonathan Vanian /CNBC:
A Delaware jury awards Qualcomm $2 in nominal damages after finding Arm breached its architectural license agreement and sought to disrupt Qualcomm's business
A Delaware jury awarded Qualcomm $2 in nominal damages after finding Arm Holdings breached its architectural license agreement …
Alibaba unveils its next-gen Qwen Glasses N1, starting at ~$450, with 50MP cameras, sensors, and eye-tracking on the ~$520 Pro model, and Qwen Clip AI earbuds
Alibaba Group Holding Ltd. on Tuesday unveiled the new generation of its smart glasses, deepening its foray into consumer electronics …
Microsoft President Brad Smith calls for global safety regulations for AI, arguing that milk and washing machines currently face more stringent safety standards
Sources: JPMorgan and Goldman, leading a $5B loan sale with a yield of ~11% for AI startup Volta, took a rare move to limit exposure by underwriting just $1.3B
JPMorgan Chase & Co. and Goldman Sachs Group Inc. have taken a rare move to limit their exposure on a $5 billion loan sale …
Anthropic co-founder Jack Clark says “I now think it's more likely we'll see full RSI become possible in 2027”, earlier than his previous prediction of 2028
Apple HomeView demo: a square screen with a personalized, iPhone-like experience based on facial recognition, up to six users, Siri AI, and a closed ecosystem
7 things you need to know about the new smart home displayJohn Voorhees /MacStories:Apple Unveils HomeView: A Smart Home Display Powered by Siri AIShimul Sood /Digital Trends:Apple just gave your home...
The FBI says it worked with CrowdStrike to dismantle 40+ laptop farms across Texas used to help North Koreans get remote US tech jobs under stolen identities
Quantum computing company IonQ agrees to buy Elisity, which helps stop cyberattacks and ransomware from spreading, in an all-stock deal valued at up to $1.3B
An interview with Mark Zuckerberg, who says Meta has caught up with rivals at the AI frontier with its Wonder models, rejects calls for a slowdown, and more
and Leaves the Research Blog EmptyYahoo Finance:Meta finally pushes into frontier AI with its new Muse Wonder AI model
Q&A with Mark Zuckerberg and Alexandr Wang on the Muse app, Muse Wonder, the risks of committing $100B+ to AI, rebooting Meta's AI team, agentic commerce, more
a truly tender moment 🥹Amit /@amitisinvesting:Zucks: “So at the end of last year, we got quite excited about the progress but hadn't seen the models yet, so it's like we were going to write this check...
Meta says it plans to power its Muse AI agent with Wonder, starting with subscribers, and will develop specialized models it “can bring to everyone using Muse”
Robert Hart /The Verge:
Japanese manufacturer Omron says it will acquire US industrial PC firm OnLogic and its parent company, Interlogic, for $675M, to boost its “physical AI” efforts
Uber's head of autonomous mobility and delivery, Sarfraz Maredia, is leaving on November 16 after 12+ years at Uber, the latest exit from its autonomous unit
Apple v. OpenAI: a US judge partly grants Apple's motion for expedited discovery, ordering OpenAI to hand over forensic images of devices and other documents
Global smartphone shipments fell 20% YoY in Q3 to a 14-year low amid memory shortages; Apple's share crossed 20% for the first time in any Q3, reaching 22%
Speaking in Singapore, Broadcom CEO Hock Tan and Intel CEO Lip-Bu Tan warn that access to capital and rising borrowing costs could become AI's main bottleneck
Lee Ying Shan /CNBC:
Google says Health Guardian is launching later in October on the Fitbit Air and Edge for Google Health Premium users, and expands automatic activity tracking
Cheyenne MacDonald /Engadget:
Apple says HomeView's facial recognition works only if users have a “registered personal device” with Apple Intelligence and Siri AI on the same Wi-Fi network
Apple Newsroom: … Your first question might be how this facial recognition to identify users works …
Microsoft says Maia 300 racks will hold 96 chips and use ~167 kW of power and plans to roll out “multi-gigawatt deployments” of the chip starting next year
That sounds like a lot to me, like 3x a high end prosumer graphics card (~0.5kw)
Scuba, which is building a “context engine” designed to serve as a shared memory hub for human workers and AI agents, raised $34M across pre-seed and seed
How crypto billionaires Christopher Harborne, who owns ~12% of Tether, and Ben Delo donated ~$100M to Nigel Farage's Reform, the largest donations in UK history
Broadcom CEO Hock Tan criticizes speculative AI investing, comparing uninformed investors to casino gamblers and questioning the long-term economics of AI labs
Gao Yuan /Bloomberg:
Meta says Wonder includes Active Memory and Active Focus, two features designed to help AI systems perform more useful work over extended periods
Ina Fried /Axios:
Federal prosecutors say a Saudi national was arrested over bugging an OpenAI executive conference room; OpenAI found the audio recorder around September 30
An OpenAI engineer has been arrested on suspicion of hiding an audio recording device in an executive conference room …
A profile of Microsoft EVP of Copilot Charles Lamanna, a potential Satya Nadella successor; a source says Microsoft is on track to pay Anthropic $2B+ per year
Suki, an AI ambient scribe for healthcare providers, raised a $90M Series E led by Healthier Capital; a source says it projects $60M-$80M in revenue this year
OpenAI says the FBI arrested one of its staffers after the company found a hidden recording device in its offices and used its models to understand the device
A look at OpenAI's safety concerns over loop transformers before shipping its next major model; Microsoft accidentally confirmed GPT-6.1 Sol uses the technique
Tencent raised ~$5.7B via US dollar and offshore yuan debt offerings, drawing $23B+ in orders; source: it had initially been expected to raise at least $4.5B
Apple says the HomeView will not be available in the EU because Siri AI is currently unavailable on iOS there and it is “working constructively with the EU”
Hartley Charlton /MacRumors:
As economic and corporate research shows limited AI efficiency gains, surveys by Workday, Google, MIT, and others detail a human “verification tax” bottleneck
Digital infrastructure company SWI raised €800M to upgrade its data centers, including some from Genesis Digital, a bitcoin miner snarled in FTX's bankruptcy
How the Chinese scam industry is spreading beyond Asia's fortified compounds, as AI makes it cheaper and easier to run fake investment schemes and other scams
Sources: Decagon, which offers AI customer service agents and was last valued at $4.5B, hired a bank and is in early talks with buyers, including ServiceNow
Apple unveils the $149 HomePod mini 2, with an S10 chip, “Sound Glow” interactive lighting, and Siri AI via a future update, in five colors, shipping October 30
Sources: self-driving simulation software maker Applied Intuition has received investment offers that would value it at $30B+, up from $15B in June
Pluto Security, which monitors AI agents and vibe-coded apps, exits stealth with $42M, including a $34M Series A, and says it has hit $2M+ in ARR since April
Accenture's market cap rebounded from $76B in June to ~$130B ahead of its investor day, where it seeks to reassure investors that AI won't threaten its business
Sources: Tencent is planning a ~$5B bond offering, including $1.5B to $2B in dollar tranches, to fund AI expenditures, with the bulk going toward chip purchases
Apple unveils the Apple Home Collection, a lineup of smart home accessories made with LG and Schneider, including cameras, thermostats, a doorbell, and a lock
In collaboration with LG Electronics and Schneider Electric, Apple brings the simplicity, reliability, and privacy of iPhone …
Analysis: constructing and equipping a 1GW AI data center in Abilene, Texas, could cost ~$30B, including $17B on chips, $3B on power, and $2.4B on construction
Christian leaders are weighing in on AI earlier than they did with other tech, as AI leaders' talk of creating a new consciousness fuels religious concerns
Sources: DeepSeek agrees to lead robotic AI startup Winverse AI's seed funding round of tens of millions of dollars, valuing the startup at ~$400M post-money
Bumble says Ithaca Holdings will pay $6.05 per share, a 138% premium to Bumble's Friday close; BMBL jumps 56% to $5.94, after a 50% jump Monday on sale reports
Sources: Chinese tech companies bought 1M+ Nvidia gaming and workstation chips, mostly RTX 5090 and RTX Pro, for basic AI workloads amid an AI chip shortage
The country's tech giants are snapping up products never designed for advanced AI to satisfy soaring computing demands