Real-time AI intelligence

Superpower Daily

The AI economy, before it hits the timeline.

Anthropic reportedly strikes $3.4 billion deal for gas-fired data-center power

Nov 8, 2026

The reported OnePWR Solutions agreement includes installation capabilities without a supplier takeover. Neither company responded to Reuters’ requests for comment.

Security risk

Acronis traces AI-assisted data theft to one operator using specialized agents

Nov 8, 2026

The BOSSAI investigation found confirmed breaches and stolen medical data. But the operation depended on manual handoffs, and model refusals pushed offensive work onto less effective local systems.

Original researchResearch

Marvell–Lumentum deal disclosures offer no dated guarantee of added factory output

Nov 7, 2026

An eight-record analysis separates standalone factory targets from merger-dependent benefits. The disclosures cannot establish a supplier-capacity ranking or guaranteed delivery schedule.

Government action

US AI safety staff were asked to report informally to White House, AP says

Nov 8, 2026

The Commerce Department center has no permanent director and has stopped publishing research. Critics fear political interference; others see a chance for greater influence.

News wire

Latest updates

Business

Five UK banks reportedly restrict AI agents’ access to customer accounts

Nov 8, 2026

The safeguards are pre-emptive, not a response to detected account activity. Banks face questions about responsibility for mistakes—and the effect of automated deposit switching.

Research

Physical Superintelligence says its AI proved an 18-year-old quantum computing conjecture

Nov 8, 2026

The company says Lean accepted its proof. If upheld, the result would limit quantum advantages on typical random inputs—but measures data reads, not overall computing time.

Earnings

Core Scientific lifts colocation revenue nearly 60%, but remains reliant on CoreWeave

Nov 8, 2026

More capacity is generating revenue, but new customer agreements are not expected to begin contributing until 2027. A non-cash accounting gain drove most of the headline profit.

Research

Frontier AI agents struggle to coordinate even in simple tests, researchers find

Nov 8, 2026

The study strips away complex environments to isolate coordination failures, then proposes definitions the authors say can be discovered automatically.

Launch

World Media Summit adopts AI pact as Xinhua starts newsroom standards effort

Nov 7, 2026

The related standards initiative targets a roughly two-year development process, with participating media outlets validating the results.

Research

AI-guided heart care increased cholesterol treatment in preliminary randomized trial

Nov 7, 2026

PARAMOUNT compared plaque-based care with stress-test-guided care over 180 days. The preliminary result measures diagnostic and treatment gains—not a demonstrated reduction in heart attacks.

Enterprise adoption

CBP says AI coding tools accelerate legacy software migration by about 40%

Nov 7, 2026

The gains cover components of its Automated Commercial Environment. Experienced staff still check generated code, while short development cycles help the agency estimate costs.

Open release

Nous Research releases a Qwen model retuned to reduce Chinese state-aligned answers

Nov 7, 2026

Nous says targeted training cut responses classified as propaganda from 22% to 0.9%. Its released evaluation makes the scoring rules inspectable—not politically neutral.

San Francisco, CASun, Nov 8

× MIT Hack Day: Energy

On Nov. 8, builders will develop AI agents that use simulation to advance energy materials, grid and fusion systems, or scientific evaluation, with teams demoing live across San Francisco and MIT. The event is backed by Sundai Club, which has shipped 130+ consecutive hackathons and 1,000+ projects, and Superradiant, a research lab focused on self-improving agents for science.

San Francisco, CA

Brooklyn, NYSun, Nov 8

Building Interactive Apps

This hands-on workshop will teach participants with no coding experience to use Fuser’s node-based canvas and AI to create and publish interactive apps, games, and generative media. Led by Jillian Leedy, an architectural designer and educator with an M.Arch from SCI-Arc and degrees from Pratt Institute and FIT, the session will culminate in each participant building an app of their own.

Index Greenpoint

Clichy, FranceMon, Nov 9

Citeme V2 - Soirée de lancement

Le 9 novembre, l’équipe de CiteMe dévoilera en public CiteMe V2, sa version la plus aboutie, avec une présentation en direct sur le GEO et la visibilité des marques dans ChatGPT, Gemini, Perplexity et Claude. La soirée réunira des passionnés de GEO, SEO et marketing pour échanger avec l’équipe autour de food et de boissons.

Clichy, France

Washington, DCMon, Nov 9

Forensic Metascience for Policymakers: How AI Can Clean Up the Scientific Record

Dan Elton will make the case for using the Metascience Observatory’s Forensic Metascience AI Toolkit to catch errors and detect fraud in scientific papers at a fraction of current auditing costs. Drawing on research showing replication failures and calculation mistakes across fields, he’ll outline how funding agencies can promote AI-assisted review and protect the scientific record.

Teaism Penn Quarter

Coverage desk

Models

Capability, pricing, benchmarks, and model strategy.

All Models

Benchmark

GPT-6 Astra leads coding test but finishes only 26.4% of tasks, The Decoder reports

Nov 8, 2026

The November 8 coverage identifies the leading model in Co-Design Bench and details how changing its working environment can alter scores. The study deliberately favors difficult requests.

Research

Anthropic finds offline memory reviews can help Claude correct stored mistakes

Nov 6, 2026

Its experiments separate saving information from maintaining useful knowledge: selective notes helped, while stale records and rigid rules could get in the way.

Benchmark

OpenAI introduces 100-task lab benchmark as AI still misreads experimental evidence

Nov 6, 2026

GPT-6 Astra earned 66.7% of available credit in OpenAI’s evaluation. Its mistakes show how spotting a detail can still lead to the wrong scientific conclusion.

Research

MIT researchers say chemistry AI beats comparison models with little task-specific data

Nov 6, 2026

A November 6 account describes CheMeleon’s reported benchmark advantage and pharmaceutical use. The open-source model learns from calculated molecular descriptors before adapting to specific tasks.

Research

NVIDIA says VFlash runs robot AI pipelines five times faster in research tests

Nov 6, 2026

The research framework generates complete spatial plans in parallel. Its biggest decoding gains are larger than the speedup across the measured AI pipeline.

Research

Scientists publish roadmap for AI that studies ecosystems, not just individual species

Nov 6, 2026

A new Nature Machine Intelligence Perspective proposes models that combine ecological data and theory. Better ecosystem forecasts are the goal, not a demonstrated result.

Open release

Baidu releases raw 280B AI model weights with limits on commercial use

Nov 6, 2026

ERNIE 5.5 Flash Base leaves later training to developers. Its license excludes three markets and requires separate authorization above a revenue threshold.

Security risk

Ubuntu stages fixes for Linux flaw Anthropic says its AI exploited

Nov 5, 2026

The company’s five laboratory attack chains show claimed progress in exploit building. Ubuntu’s follow-up clarifies that an upstream patch does not mean every supported release has received it.

Launch

Thinking Machines releases Inkling 2 Small through Tinker, holding back downloadable weights

Nov 5, 2026

The lab’s new model targets long-running coding and research tasks. Its own tests show competitive—not uniformly leading—results, while public weights await external safety testing.

Full deskEvery Models story.Browse the complete models coverage desk and its latest reporting.All Models

Daily games · a few minutes for you

Take a puzzle break

See all games

Word discovery

Scout

Five letters. Six chances. Follow the clues to find your word.

2–4 min

Play Scout

Logic puzzle

Circuit

Turn the tiles. Connect every path. Light up the whole board.

2–4 min

Play Circuit

Sliding blocks

Glide

Slide the blocks. Clear a path. Find your way out.

3–6 min

Play Glide

Coverage desk

Products

The launches and platform moves changing how AI is used.

All Products

Products

AI heating uses 18% less gas in Guardian journalist’s two-winter home test

Nov 7, 2026

Samuel Gibbs found greater comfort as well as lower consumption. But the comparison changed both the controls and the automation, leaving AI’s individual contribution unresolved.

Benchmark

Burq explains how delivery AI must earn control for each shipping mode

Nov 6, 2026

Retailers set the conditions for handing over decisions, and humans approve each step up. Burq says the approach is already in use, but performance gains remain unquantified.

Launch

Samsung is targeting a December AI glasses debut in the US and South Korea, report says

Nov 6, 2026

The limited rollout would gauge demand before wider sales, with camera-and-voice features competing against the convenience of a phone.

Products

Anthropic schedules November 17 webinar on Claude’s role in factory work

Nov 6, 2026

The session will cover plant-record workflows and an existing hardware research preview.

Launch

Meta rolls out specialized AI models for better memory and task completion

Nov 6, 2026

The models inherit memory and persistence features from Muse Wonder. Meta reports stronger results in its own tests, without an independent evaluation.

Launch

Oracle adds AI task execution to its 26D supply-chain software release

Nov 6, 2026

Fusion Claw is designed to carry work beyond recommendations. Oracle says permissions, human approvals and action records remain part of execution.

Launch

Mozilla AI opens early access to AI coding subscriptions starting at $10

Nov 6, 2026

Otari combines model access, provider routing and tools in one plan. Usage beyond the allowance keeps running against an organization’s balance.

Launch

Amazon lets invited U.S. shoppers text Alexa to find products and place orders

Nov 6, 2026

The service brings product comparisons, photo searches and order management into messaging. Purchases still involve an approval step, according to Digital Trends.

Launch

Serve Robotics opens its connectivity and data tools to other robot builders

Nov 6, 2026

Physical AI Services packages connections to remote AI, training-data curation and sidewalk datasets. Bedrock Robotics is already using its connectivity service.

Full deskEvery Products story.Browse the complete products coverage desk and its latest reporting.All Products

Latest episode

Nov 6, 2026

Airbnb targets 2027 for its AI travel agent

AI is moving beyond the chat window, with Airbnb’s travel plans, Cursor’s live apps and Perplexity’s ongoing work agents. Today’s counterweight: an alleged $129 million impersonation scheme and investor doubts about Anthropic’s IPO valuation.

0:0013:18

Episode 60

Nov 5, 2026

ChatGPT now makes GIFs you can edit frame by frame

ChatGPT adds editable GIFs as Anthropic and OpenAI report AI-assisted research results that still required human review. Today’s other checks are political and commercial: data-center critics gained seats, while Uber disclosed tiny early transaction counts from AI agents.

Listen24:08

Episode 59

Nov 4, 2026

xAI powers a data center with eight jet engines

Today’s AI workbench comes with constraints: power, production, permissions and consent. xAI is using converted jet engines, OpenAI’s hardware sprint still needed human revisions, and stolen credentials are leaving companies with steep AI bills.

Listen30:03

Episode 58

Nov 3, 2026

MIT uses AI to lift a model's math score to 48.1%

Listen12:02

Episode 57

Nov 2, 2026

ChatGPT and Codex will share one usage budget

Listen34:39

Episode 56

Oct 30, 2026

Meta’s new AI picks outfits from clothes you own

Listen31:53

Episode 55

Oct 29, 2026

Claude adds ready-made tools for legal work

Listen29:42

Episode 54

Oct 28, 2026

Google adds sound to its AI-generated worlds

Listen25:03

Episode 53

Oct 27, 2026

Anthropic files for IPO with $265.6B in commitments

Listen15:45

Episode 52

Oct 26, 2026

Block says its new voice AI learned without text

Listen19:50

Episode 51

Oct 23, 2026

Sakana AI gives agents a shared business playbook

Listen25:21

Episode 50

Oct 22, 2026

Claude can keep working while your laptop is off

Listen32:33

Full signalEvery episode, in one place.Browse the complete daily AI conversation archive.All episodes

Coverage desk

Agents

Systems that plan, use tools, take actions, and complete work.

All Agents

Launch

NVIDIA explains how factory AI agents investigate defects and coordinate rework

Nov 8, 2026

The early-access FOX design links inspection images, production records and machine readings. Plants must supply equipment connections and decide when operators approve actions.

Benchmark

Nine AI agents fail to meet scientists’ standards across 135 research submissions

Nov 7, 2026

The Into the Unknown study found failures in both research quality and integrity. Its automated evaluator also disagreed with scientists on some judgments.

Launch

Meta adds Spaces to organize ongoing projects with its Muse AI agent

Nov 6, 2026

Meta says connected apps can keep planners and trackers current in the background. The launch pairs a new project interface with company-described automation.

Enterprise adoption

AWS details an internal gateway for AI agents to query company data

Nov 6, 2026

The implementation replaces per-dataset integration code with metadata files and centralizes access controls. AWS reports 15–20-second interactions in testing—not a new product release.

Acquisition

Asper.ai buys Pricing One assets to bring consulting expertise into its AI agents

Nov 6, 2026

The acquisition brings practitioners across three cities and a library of commercial methods. Turning that expertise into AI-supported decisions is the next step.

Tools

Microsoft finds 15 tool and documentation problems despite working AI scripts

Nov 5, 2026

A small Dev Proxy experiment exposed wasted requests, improvised workarounds and an overlooked system setting. Its author recommends fixing the tool and its documentation before adding more agent instructions.

Launch

Microsoft releases Foundry extension 1.0 to test and deploy AI agents

Nov 5, 2026

Agent configuration stays beside application code for review and automated deployment. Local testing still calls Azure-hosted models and incurs usage charges.

Launch

Microsoft adds Kimi K3.1 Pro to Foundry with a million-token context window

Nov 5, 2026

The open-weight model handles text and images for coding and research agents. Microsoft’s advice is to judge completed tasks, not context size alone.

Launch

LangChain adds background AI workers so the main agent can keep responding

Nov 5, 2026

Developers can start, redirect and cancel delegated work. Staying reachable does not mean every instruction immediately changes a running task.

Full deskEvery Agents story.Browse the complete agents coverage desk and its latest reporting.All Agents

Coverage desk

Startups

Funding, founders, acquisitions, and emerging companies.

All Startups

Funding

Physicl raises $10 million to generate training data for robots’ hard cases

Nov 7, 2026

Its Studio tool lets researchers recreate specific failures in synthetic scenes. An early customer result concerns room reconstruction, not demonstrated robot performance.

Funding

Dave Wehner leaves Meta to become Fireworks’ CFO and help scale its operations

Nov 7, 2026

The former Meta finance chief joins an AI platform that said its annualized revenue run rate had passed $1 billion in July.

Funding

Journify raises $12 million to take its AI advertising-data platform into the US and Europe

Nov 6, 2026

The startup connects retailers’ customer records with major advertising platforms. It reports strong growth, but has not disclosed its valuation or current revenue.

Funding

Kalepa raises $75 million to grow insurance AI with task-by-task human oversight

Nov 6, 2026

Updata Partners led the financing. Kalepa plans more products, new markets and a larger workforce, while arguing that AI autonomy should depend on the work.

Startups

Discovered Materials offers $1 million for five unsolved problems to measure AI progress

Nov 5, 2026

The startup says frontier models spent days on the problems with little progress. Its challenge pairs scientific theories with methods for predicting how materials behave.

Startups

Axiom Math says its AI agents turned 7,654 pages of mathematics into checked code

Nov 5, 2026

The Stacks Project formalization is meant to give researchers and AI agents reusable proofs, with interconnected definitions preserved across a vast library.

Funding

42AI exits stealth with AI it says predicts brokerage customers’ trading decisions

Nov 5, 2026

The startup builds behavioral profiles from transactions and support calls. Its accuracy claims have important limits, while safeguards against customer exploitation remain unclear.

Funding

Sentra raises $150 million to tighten AI agents’ access to corporate data

Nov 4, 2026

Capital One Ventures gains board representation as Sentra funds broader access visibility and faster containment. Its approach starts with securing stored data, rather than inspecting every agent request.

Funding

Legora discloses $220.8 million sold in a $550 million equity offering

Nov 4, 2026

The November 4 disclosure follows October’s Series E announcement, but it does not explain how its reported sales relate to the previously announced financing.

Full deskEvery Startups story.Browse the complete startups coverage desk and its latest reporting.All Startups

Coverage desk

Business

Enterprise adoption, partnerships, earnings, and market shifts.

All Business

Regulation

Strategy& projects Qatar’s AI market above $2 billion, urges export-focused development

Nov 8, 2026

The November analysis recommends settling ownership and reuse rights when projects are commissioned, while tying infrastructure investment to customer demand.

Security risk

Weill Cornell discloses unauthorized use of radiology patient data in AI tools

Nov 7, 2026

The medical center says it found no evidence of unauthorized viewing or misuse. Its notice does not identify the tools, count affected patients or confirm deletion.

Business

Airbnb sells intellectual property to an AI lab controlled by CEO Brian Chesky

Nov 7, 2026

Independent directors approved the arrangement, but the filing leaves the transferred assets and their valuation undisclosed. Airbnb also secured licensing and future investment rights.

Acquisition

Business applications without hiring signals rise 26.8% in AI-exposed industries

Nov 7, 2026

Preliminary research points to a shift in prospective businesses, not proof that AI caused it. Entrepreneurs describe how the tools let them take on work without building a staff.

Business

Citi raises AI revenue forecasts and sees $1.68 trillion in spending in 2027

Nov 7, 2026

Faster cloud growth and rising enterprise usage underpin the upgrade, but new contracted business slowed from the previous quarter.

Business

IMF chief urges central banks to prepare for weaker AI-led growth

Nov 7, 2026

Georgieva’s November 6 remarks put the policy dilemma in focus. An earlier IMF downside scenario estimates a global output shortfall—not an annual contraction.

Acquisition

Telegraph faces reported staff cuts as owner pursues greater AI use

Nov 6, 2026

Sports and culture are expected to face heavier reductions than comment, as financial pressures reach beyond the newspaper’s prominent columnists.

Enterprise adoption

McDonald’s targets AI ordering at most U.S. restaurants by the end of 2027

Nov 6, 2026

Archy promises to free up at least 50 labor hours weekly. Some restaurant owners want clearer evidence that the benefits will outweigh technology costs.

Partnership

OpenAI partners with Hacktron to find security flaws in connected services

Nov 6, 2026

The partnership gives Hacktron broader access to OpenAI’s models through Daybreak Red. Its focus is the boundary between OpenAI systems and third-party services.

Full deskEvery Business story.Browse the complete business coverage desk and its latest reporting.All Business

Coverage desk

Infrastructure

Compute, chips, data centers, networks, power, and cooling.

All Infrastructure

Funding

Reuters survey finds all 15 environmental groups use AI despite footprint concerns

Nov 8, 2026

Faster wildlife counts and research digitization offer concrete benefits. But global data-center forecasts cannot show whether those gains outweigh individual projects’ footprints.

Earnings

Applied Optoelectronics returns to profit but warns AI demand will exceed capacity through 2027

Nov 7, 2026

Management says it holds about $450 million in orders for its fastest optical modules, but missing materials and factory delays limit how quickly those orders become sales.

Infrastructure

DataVita switches 500MW Scottish AI datacentre plan to fully grid-served power

Nov 7, 2026

The company says a renewable power purchase agreement will cover its electricity supply. Direct wind and solar connections are now a future possibility.

Launch

Musk promises 2027 details on SpaceX’s Nvidia-based orbital AI computers

Nov 6, 2026

StarMind’s reported launch schedules differ, while its cost ambitions face unresolved cooling, radiation and servicing challenges.

Infrastructure

GitHub details new storage backend, claiming 7,200 pushes per second in internal tests

Nov 6, 2026

Rubicon separates stored code from the machines serving it. The harder problem is coordinating changes without making every reader and writer wait.

Infrastructure

Microsoft reportedly winds down Oracle AI computing deal; Oracle shares fall 4%

Nov 6, 2026

Bloomberg’s sources say the rented hardware no longer fit Microsoft’s specifications. Oracle says demand remains strong, including for older chips.

Acquisition

Google acquires Crusoe’s Wyoming data center site after pre-development work

Nov 6, 2026

Crusoe’s handoff follows site selection, approvals and power planning. The purchase price is undisclosed; Google’s $17 billion Wyoming commitment covers a broader long-term investment.

Infrastructure

Microsoft weighs fewer AI cloud suppliers as it prioritizes its own data centers

Nov 6, 2026

CNBC reports that no providers have been selected for removal. Microsoft is still increasing infrastructure spending, even as delivery problems reshape its outside-capacity deals.

Infrastructure

Hassett predicts data-center growth will stay on track despite election restrictions

Nov 6, 2026

The White House economic adviser says scheduled projects are unaffected and future construction can find welcoming states. Voters backed restrictions in at least 46 ballot initiatives.

Full deskEvery Infrastructure story.Browse the complete infrastructure coverage desk and its latest reporting.All Infrastructure

AI index

Track the AI stack.

Companies, models, products, and tools moving through the Superpower Daily coverage graph.

Explore directories

01 / CompaniesMost covered this week

OpenAI58 stories this week

Tracked across 764 published stories.

Anthropic54 stories this week 03

Google54 stories this week

All Companies

02 / ModelsRecently updated profiles

Claude44 stories this weekTracked across 398 published stories.02

Gemini14 stories this weekTracked across 213 published stories.03

Codex12 stories this weekTracked across 84 published stories.

03 / ProductsRecently updated profiles

ChatGPT22 stories this weekTracked across 265 published stories.02

Amazon Marketplace5 stories this weekTracked across 29 published stories.03

Hermes3 stories this weekTracked across 5 published stories.

04 / ToolsCurrent editorial picks

Exa Monitors v21 daily selectionRuns scheduled web searches and notifies your agent by webhook when new, relevant results appear.02

Living Brain1 daily selectionInteroperable, efficient memory layer for agentic AI 03

LiveReview1 daily selectionScores pull-request risk, auto-approves low-risk changes and routes riskier ones to engineers.

Coverage desk

Policy

Regulation, lawsuits, safety, labor, and government action.

All Policy

Policy

Global music body urges Australia to reject weaker copyright rules for AI training

Nov 8, 2026

IFPI chief Victoria Oakley points to existing AI licensing deals as she challenges the argument that copyright concessions are needed to attract investment.

Regulation

DOGE chief outlines a path for America.gov to perform tasks, not just answer questions

Nov 7, 2026

The proposed progression goes beyond today’s chatbot. An existing executive order calls for secure service integration while preserving other ways to reach agencies.

Lawsuit

Eminem’s publisher sues Suno over alleged use of 269 songs in AI training

Nov 7, 2026

Eight Mile Style cites an alleged verbatim reproduction of “Lose Yourself” and seeks destruction of unauthorized copies. Suno points to artist-prompt restrictions and screening.

Lawsuit

Elvis Presley’s rights owners sue Suno over alleged AI voice cloning

Nov 7, 2026

The complaint targets tools that allegedly let users imitate Presley, not just copyrighted songs used for training. Suno says it blocks unauthorized artist prompts.

Regulation

Gottheimer discloses AI-linked stock buys after voting to restrict congressional trading

Nov 7, 2026

His spokesman says an independent third party controls the investments. The proposed trading restrictions have not become law, and CNBC reports no evidence of wrongdoing.

Launch

Frontier Model Forum publishes shared framework to rate AI jailbreak risks

Nov 6, 2026

The preliminary method weighs what a safeguard bypass unlocks and how readily it can be used. Testing will examine whether different assessors reach consistent, meaningful ratings.

Government action

LA Council orders privacy-policy recommendations for AI and city technology

Nov 6, 2026

The unanimous vote asks departments to recommend safeguards for sensitive data, permitted uses and public oversight. It does not adopt a final privacy policy.

Government action

EU demands changes to TikTok’s recommendation algorithm over harmful ‘rabbit holes’

Nov 6, 2026

The Commission says TikTok’s safeguards are insufficient. TikTok disputes the findings and can respond before a final decision.

Regulation

Liccardo says he will introduce AI framework seeking a binding US-China safety agreement

Nov 6, 2026

The proposal pairs model testing, outside audits and transparency with a government hotline for urgent AI risks. A House floor vote remains a goal, not a scheduled step.

Full deskEvery Policy story.Browse the complete policy coverage desk and its latest reporting.All Policy

Coverage desk

Culture

Creative AI, public reaction, viral moments, and social change.

All Culture

Pricing change

Warcraft Logs is adding paid commercial access as AI-built tools strain its API

Nov 8, 2026

The combat-tracking service wants tools that explain players’ fights, not sites that repackage basic statistics. Its CEO says policing developer access has become a struggle.

Viral

Sylvain Chomet denies generative AI made Dior film’s artwork, explains limited automation

Nov 7, 2026

The director and producer distinguish artist-drawn characters and backgrounds from automated frames between poses. Chomet says apparent extra fingers depict movement.

Culture

White-collar workers say AI fears and mandates helped push them to quit

Nov 7, 2026

New Guardian interviews describe career changes driven by lost purpose, compulsory AI use and fears of replacement—not evidence of mass AI displacement.

Viral

Carolyn Marvin blocks Philadelphia delivery robots—and says police ticketed her

Nov 7, 2026

A new Guardian profile follows the professor’s sidewalk protests, where objections over jobs and accessibility collide with customers’ deliveries and a law treating robots as pedestrians.

Culture

Activists enter Microsoft data-center construction site in Amsterdam

Nov 6, 2026

Police reported a slightly injured officer. Microsoft and the site owner emphasized safety, while a separate protest group remained outside the fence.

Research

Study finds women’s accounts of misdiagnosis often missing from medical records

Nov 6, 2026

A comparison of interviews with 87 women and their records exposes missing patient experiences. The authors warn that medical AI could inherit those gaps—but did not test that outcome.

Research

Rutgers psychiatrist warns AI reassurance can backfire for young mental-health users

Nov 6, 2026

In a newly published Q&A, Hannah Simon explains why accessible, reassuring chatbots can help young people seek support—or reinforce the problems they bring.

Culture

Goncourt winner Philippe Jaenada says he used ChatGPT in his prize-winning novel

Nov 5, 2026

He describes a planted sentence, satire and research—not a substitute author. The disclosure follows another novelist’s exclusion over disputed AI allegations.

Viral

Matt Husk says AI labs sought collaborations after his chatbot takedowns

Nov 5, 2026

The creator described rejecting OpenAI’s offers and an xAI proposal tied to exclusive videos. The companies did not confirm his account.

Full deskEvery Culture story.Browse the complete culture coverage desk and its latest reporting.All Culture

AI Pulse / Your perspective matters

AI is changing things. Where do you stand?

Jobs, creativity, trust. Share your take on the questions that matter, test your judgment, and follow how reader perspectives change.

Explore AI Pulse

Reader pulse

Most read this week.

The stories that drew the most readers during the last seven days.

Full weekly ranking

01 / 72 readers

OpenAI says its AI pipeline built 948 exploits that give Linux users root access

The prototype paired attack demonstrations with candidate fixes. Its results put the spotlight on validating and prioritizing bugs, not just discovering them.

02Salesforce signs deal to buy Cresta and bring voice AI into Service Cloud68 readers this week 03OpenAI introduces GPT-6 Cyber for verified defenders, claiming stronger exploit skills55 readers this week 04OpenAI to acquire Pierre Computer, bringing code storage into Codex52 readers this week 05Google cuts AI video prices 30% and adds 15-second clips with Omni 1.2 Flash38 readers this week

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Superpower Daily

Anthropic reportedly strikes $3.4 billion deal for gas-fired data-center power

Acronis traces AI-assisted data theft to one operator using specialized agents

Marvell–Lumentum deal disclosures offer no dated guarantee of added factory output

US AI safety staff were asked to report informally to White House, AP says

Latest updates

Five UK banks reportedly restrict AI agents’ access to customer accounts

Physical Superintelligence says its AI proved an 18-year-old quantum computing conjecture

Core Scientific lifts colocation revenue nearly 60%, but remains reliant on CoreWeave

Frontier AI agents struggle to coordinate even in simple tests, researchers find

World Media Summit adopts AI pact as Xinhua starts newsroom standards effort

AI-guided heart care increased cholesterol treatment in preliminary randomized trial

CBP says AI coding tools accelerate legacy software migration by about 40%

Nous Research releases a Qwen model retuned to reduce Chinese state-aligned answers

One clear read on the AI moves worth knowing.

× MIT Hack Day: Energy

Building Interactive Apps

Citeme V2 - Soirée de lancement

Forensic Metascience for Policymakers: How AI Can Clean Up the Scientific Record

Models

GPT-6 Astra leads coding test but finishes only 26.4% of tasks, The Decoder reports

Anthropic finds offline memory reviews can help Claude correct stored mistakes

OpenAI introduces 100-task lab benchmark as AI still misreads experimental evidence

MIT researchers say chemistry AI beats comparison models with little task-specific data

NVIDIA says VFlash runs robot AI pipelines five times faster in research tests

Scientists publish roadmap for AI that studies ecosystems, not just individual species

Baidu releases raw 280B AI model weights with limits on commercial use

Ubuntu stages fixes for Linux flaw Anthropic says its AI exploited

Thinking Machines releases Inkling 2 Small through Tinker, holding back downloadable weights

Scout

Circuit

Glide

Products

AI heating uses 18% less gas in Guardian journalist’s two-winter home test

Burq explains how delivery AI must earn control for each shipping mode

Samsung is targeting a December AI glasses debut in the US and South Korea, report says

Anthropic schedules November 17 webinar on Claude’s role in factory work

Meta rolls out specialized AI models for better memory and task completion

Oracle adds AI task execution to its 26D supply-chain software release

Mozilla AI opens early access to AI coding subscriptions starting at $10

Amazon lets invited U.S. shoppers text Alexa to find products and place orders

Serve Robotics opens its connectivity and data tools to other robot builders

Agents

NVIDIA explains how factory AI agents investigate defects and coordinate rework

Nine AI agents fail to meet scientists’ standards across 135 research submissions

Meta adds Spaces to organize ongoing projects with its Muse AI agent

AWS details an internal gateway for AI agents to query company data

Asper.ai buys Pricing One assets to bring consulting expertise into its AI agents

Microsoft finds 15 tool and documentation problems despite working AI scripts

Microsoft releases Foundry extension 1.0 to test and deploy AI agents

Microsoft adds Kimi K3.1 Pro to Foundry with a million-token context window

LangChain adds background AI workers so the main agent can keep responding

Startups

Physicl raises $10 million to generate training data for robots’ hard cases

Dave Wehner leaves Meta to become Fireworks’ CFO and help scale its operations

Journify raises $12 million to take its AI advertising-data platform into the US and Europe

Kalepa raises $75 million to grow insurance AI with task-by-task human oversight

Discovered Materials offers $1 million for five unsolved problems to measure AI progress

Axiom Math says its AI agents turned 7,654 pages of mathematics into checked code

42AI exits stealth with AI it says predicts brokerage customers’ trading decisions

Sentra raises $150 million to tighten AI agents’ access to corporate data

Legora discloses $220.8 million sold in a $550 million equity offering

Capital moving through AI.

Funding

Acquisitions

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Business

Strategy& projects Qatar’s AI market above $2 billion, urges export-focused development

Weill Cornell discloses unauthorized use of radiology patient data in AI tools

Airbnb sells intellectual property to an AI lab controlled by CEO Brian Chesky

Business applications without hiring signals rise 26.8% in AI-exposed industries

Citi raises AI revenue forecasts and sees $1.68 trillion in spending in 2027

IMF chief urges central banks to prepare for weaker AI-led growth

Telegraph faces reported staff cuts as owner pursues greater AI use

McDonald’s targets AI ordering at most U.S. restaurants by the end of 2027

OpenAI partners with Hacktron to find security flaws in connected services

Infrastructure

Reuters survey finds all 15 environmental groups use AI despite footprint concerns

Applied Optoelectronics returns to profit but warns AI demand will exceed capacity through 2027

DataVita switches 500MW Scottish AI datacentre plan to fully grid-served power