Real-time AI intelligence

Superpower Daily

The AI economy, before it hits the timeline.

Fractile raises $720 million ahead of planned first AI chip shipments in 2027

Nov 12, 2026

The round values the British startup at more than £5 billion. Its pitch combines a different memory design with software built to run large language models faster.

Regulation

EU adopts common AI sandbox rules without granting compliance clearance

Nov 12, 2026

Testing records must be recognized across the EU. Protection from fines depends on following an agreed plan, while normal conformity checks remain required.

Business

Nvidia board prepares to oust Jensen Huang, WSJ reports; shares slide

Nov 11, 2026

Directors could meet as soon as Wednesday to discuss the co-founder’s future. TechCrunch says Nvidia has no obvious successor.

Launch

Alibaba opens Qwen4-Max preview with a million-token context and a fixed end date

Nov 12, 2026

The new model accepts text, images and video, with support for tool use. API access requires a subscription, and its reasoning shares an output budget with the final answer.

News wire

Latest updates

Government action

NHS England removes claim that 137 trusts benefit from Palantir’s data platform

Nov 12, 2026

The replacement page makes broader claims about early users’ results. The statistics regulator is examining usage claims as ministers weigh a contract extension.

Enterprise adoption

Holiday Extras says Codex delivered a working app rebuild in two weeks

Nov 12, 2026

A new OpenAI case study links the rebuild to higher booking conversion and fewer errors. The comparisons cover different periods, not a controlled test.

Business

Nvidia falls 7% as board reportedly weighs Huang’s future, unsettling AI investors

Nov 12, 2026

Investors are weighing two different risks: disruption to Nvidia’s chip business and a retreat from financing the customers building AI infrastructure.

Earnings

Cisco will release earnings November 12, with AI orders and margins in focus

Nov 12, 2026

The confirmed 4:30 p.m. ET call will show whether demand supports Cisco’s outlook as lower-margin hardware complicates the growth story.

Culture

Caine Prize clears winner of AI allegations and adds disclosure requirements

Nov 12, 2026

An internal review examined the writer’s drafts and interviewed him, reaching a different conclusion from the detector-based allegation.

Pricing change

KPMG executive says AI is eroding paid advice as firms rethink fees and training

Nov 12, 2026

New CNBC interviews expose a pricing mismatch: clients want results, procurement teams count hours, and junior staff need experience as routine work is automated.

Launch

Supermicro ships AMD-powered H15 servers, claiming up to 1.8× AI token throughput

Nov 12, 2026

The new portfolio pairs higher core counts and memory bandwidth with multiple server designs. Its headline performance claim concerns frontier-model host nodes, not every workload.

Policy

EU leaders put AI on Dublin summit agenda, with Geoffrey Hinton among speakers

Nov 12, 2026

Friday’s informal European Council meeting will follow a wider gathering on European security. The BBC describes the AI talks as the first such discussion among EU leaders.

New York, NYThu, Nov 12

Education x AI Futures Workshop, with Plan A

Students, educators, and education leaders will explore research-informed best- and worst-case AGI futures, then develop practical ways to reduce risks and shape technology toward human flourishing. The interactive workshop will draw on insights from RAND, Anthropic, and the Council on Foreign Relations.

526 Hudson St

Washington, DCThu, Nov 12

Client Journey Workshop

Guest speaker Diana Fang will lead a hands-on workshop to help founders map and build a distinctive client journey, from first contact through lasting relationships. Attendees will turn their own insights into a practical system that shapes client experience, hiring, marketing, and how they use AI.

Capital Turnaround

Berlin, GermanyThu, Nov 12

Women Contributing to Safer AI: Pathways

Women exploring careers in AI safety, ethics, or responsible AI will hear about the field’s ecosystem, career pathways, and practical ways to get started, with no technical background required. The panel will feature Marta Krzeminska, Programme Operations Lead at Future Impact Group; Zuzana Kapustíková, co-founder and Head of Strategy at LI(ai)SE; and Catherine Schneider, Senior Policy Researcher in AI Workforce & Innovation at interface.

Berlin, Germany

Berlin, GermanyThu, Nov 12

Berlin Builder Circle #3: Small Models in Production

Berlin Builder Circle #3 will bring together a small group of engineers, researchers, and technical leads who are actively building or shipping small models, for a peer discussion on production trade-offs, trustworthy data and evaluations, and on-device deployment. The closed-door session will focus on practitioners’ real-world experience, with no talks or vendor pitches.

Schönhauser Allee 175

Coverage desk

Models

Capability, pricing, benchmarks, and model strategy.

All Models

Benchmark

Single AI coordinators beat personal-agent teams in four simulations, researchers find

Nov 11, 2026

The study exposes a gap between better group scores and respecting each user’s wishes. Fixes worked differently for shared budgets and group bookings.

Research

MIT researchers improve climate AI training with one optimized emissions scenario

Nov 11, 2026

The method trains fast climate simulators on deliberately unusual emissions patterns. Results show better handling of unfamiliar scenarios, but full-scale Earth-system validation remains ahead.

Research

AI Futures moves its forecast for superhuman AI researchers to 2027

Nov 11, 2026

The forecasters are urging a development pause. Their biggest input is METR’s assessment of Anthropic, whose acceleration estimates carry substantial measurement and attribution uncertainty.

Models

Stanford backs five projects linking AI to infant learning, therapy and brain biology

Nov 11, 2026

The research will pair models with brain recordings, infant-viewpoint video and genetics. Better treatments and more human-inspired AI are goals, not delivered results.

Launch

ElevenLabs adds live speaker labels with its Scribe v3 transcription release

Nov 11, 2026

The release targets interrupted callers, crowded meetings and specialized vocabulary. Its accuracy claims rest on internal evaluations using different measures of transcription errors.

Open release

Runway releases Praxis-1 robot-control model with open weights and commercial-use rights

Nov 11, 2026

The release includes inference and fine-tuning code under Apache 2.0. Runway’s reported simulation results lead its model category, but four leaderboard entries score higher.

Launch

Radical Numerics introduces offline AI to flag pathogens, with evaluation still under way

Nov 11, 2026

Omnii Defense predicts biological threats from genetic sequences. A company experiment suggests some ability to flag unfamiliar viruses, but a warning is not proof of danger—or engineering.

Research

UC3M warns AI medical-report rewrites still need human oversight

Nov 11, 2026

The university’s November account highlights an August benchmark: the best-balanced model was not the readability leader, and every tested family produced errors.

Research

Drug ads shifted AI treatment choices in a controlled Mount Sinai study

Nov 11, 2026

The advertised drug’s selection rate rose from 35% to 47.6%. The influence could remain hidden inside medically reasonable answers; patient outcomes were not tested.

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

Launch

xAI brings Grok Bot into video meetings to take notes and answer in chat

Nov 11, 2026

The November 2 release includes meeting access on three paid plans. Its controls separate answering questions from listening—and turning off replies does not stop transcription.

Launch

CoreWeave adds managed PostgreSQL inside the clusters running customers’ AI

Nov 11, 2026

The service takes over backups, failover and patching, while customers retain control of their data and queries. It also supports vector search alongside application records.

Launch

Google brings Gemini Live to CarPlay for hands-free chats and email catch-ups

Nov 11, 2026

The global rollout covers supported Gemini Live languages. Connected Gmail and Calendar access brings work into the car, while conversations sync back to the iPhone.

Launch

ByteDance reportedly readies a Muse-like AI assistant for release within weeks

Nov 11, 2026

The reported product push comes as co-founder Zhang Yiming puts competition with OpenAI and Anthropic at the research frontier years away.

Launch

Google launches an AI decision API that scores up to 1,000 questions per request

Nov 11, 2026

Gemini Decision 1 evaluates supplied options instead of generating text. Google claims fast results, but its published speed figures cover shorter contexts than the API’s maximum input.

Launch

AWS adds usage-based software billing for live speech AI on SageMaker

Nov 11, 2026

Deepgram is the launch partner. Providers define what counts as usage, while customers still pay separately for the infrastructure hosting their models.

Launch

Databricks gives Genie ongoing enterprise jobs, with humans setting the limits

Nov 11, 2026

The update combines business context, connected applications and approval controls. Databricks also claims an accuracy advantage in a benchmark built with Turing.

Products

Penn State professors find teaching limits in Meta smart-glasses trial

Nov 11, 2026

Faculty describe text-reading errors and awkward teaching workflows, alongside useful first-person videos and proposals for supervised student access.

Launch

Microsoft brings Auto SR’s AI game upscaling to handheld play without a dock

Nov 10, 2026

Built-in-screen and 1080p support are available now on supported devices. The higher frame-rate limit and Auto HDR compatibility will arrive through Windows updates.

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

Latest episode

Nov 12, 2026

Nvidia board reportedly prepares to oust Jensen Huang

Nvidia’s leadership is in question today after reported preparations to oust Jensen Huang. Google, meanwhile, is offering developers AI decisions without the written answers.

0:0019:07

Episode 64

Nov 11, 2026

OpenAI adds business-run agents to ChatGPT

ChatGPT’s new beta gives businesses a place to speak for themselves. Anthropic’s proposed IPO, meanwhile, puts a trillion-dollar valuation in view—with conflicting share counts.

Listen34:45

Episode 63

Nov 10, 2026

Anthropic says AI built a prototype operating system

Anthropic's new engineering models cost less, yet Opus remains its everyday recommendation. That's a useful distinction for anyone deciding which AI to put to work today.

Listen37:16

Episode 62

Nov 9, 2026

Meta adds project workspaces to its AI agent

Listen33:34

Episode 61

Nov 6, 2026

Airbnb targets 2027 for its AI travel agent

Listen13:18

Episode 60

Nov 5, 2026

ChatGPT now makes GIFs you can edit frame by frame

Listen24:08

Episode 59

Nov 4, 2026

xAI powers a data center with eight jet engines

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

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

Research

Salesforce says AI research agents improved a retrieval model in about 80 hours

Nov 11, 2026

SFR-AutoR&D proposes changes, runs experiments and keeps verified gains. Salesforce reports better retrieval and faster processing, but customer-facing models still face production checks.

Infrastructure

Cisco adds network monitoring to eligible Wi-Fi gear as it prepares for AI agents

Nov 11, 2026

ThousandEyes comes at no extra cost with qualifying licenses. Cisco’s unified operations platform remains limited to US-based infrastructure, with more regions scheduled for 2027.

Partnership

KPMG extends Copilot to a 276,000-plus workforce and adds AI agent oversight

Nov 11, 2026

The expanded Microsoft relationship pairs employee access with agent management. KPMG says experience from its own deployment will help it advise Thai clients.

Platform shift

United Airlines moves to block unauthorized AI agents from booking flights

Nov 11, 2026

The restrictions reach beyond United’s own platforms. The airline cites security and regulatory risks; an aviation analyst also sees a fight over control of the booking process.

Launch

ElevenLabs introduces customer memory and follow-up automation for AI agents

Nov 11, 2026

Memory and Routines target the work between customer conversations. A previewed routing engine, partner program and Marketplace address how businesses run and deploy those agents.

Launch

Google Cloud opens AI agent certification with an exam and hands-on labs

Nov 11, 2026

The Professional Agentic Architect credential targets developers and cloud engineers. Free preparation credits are available, but that is not a promise of free certification.

Open release

AWS introduces an open-source tool to compare AI agents across frameworks

Nov 11, 2026

UAEF converts different execution records into one scoring format, helping teams track regressions when prompts, models or tools change. Its AI-generated judgments come with a firm safety boundary.

Enterprise adoption

KT uses AI to diagnose network faults, but keeps repairs in human hands

Nov 11, 2026

The Korean telecom says its agents investigate incidents in about half the previous time. Application-level restrictions prevent them from changing network equipment.

Funding

Akara raises $5.5 million to grow hospital AI built around thermal sensors

Nov 11, 2026

The funding will support hiring and more AI agents. Akara says its on-device processing limits sensitive data transmission while tracking how clinical spaces are used.

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

Mondrio raises $3.75 million to pair AI pricing agents with human experts

Nov 12, 2026

The funding will support engineering, pricing specialists and US-European growth. Mondrio’s pitch connects pricing recommendations with quotes, discounts and approvals.

Startups

Google picks 10 startups for its first Africa Applied AI Lab cohort

Nov 11, 2026

The teams will work with Google engineers and venture partners before a December demo day in Accra. Their products range from local-language phone services to computing in orbit.

Funding

Path Robotics raises $300 million to take its factory AI beyond welding

Nov 11, 2026

Georgian led the financing at a $2.45 billion valuation. Its investment thesis rests on using production data to improve Path’s systems and reach new manufacturing tasks.

Funding

Mercor raises $750 million to train and test AI agents for enterprise work

Nov 10, 2026

The financing backs custom tests, further model training and simulated workplaces built around companies’ actual tasks—not just general AI ability.

Acquisition

Ellipsis Health buys Kouper to connect AI patient calls with care scheduling

Nov 10, 2026

The acquisition pairs Sage’s patient conversations with health-record integrations. The companies are developing a combined roadmap, with new offerings expected in the coming months.

Funding

Numica raises $21 million to buy accounting firms and move their work onto AI

Nov 9, 2026

The financing backs acquisitions of small practices. Numica promises continuity for clients, though its CEO says they generally aren’t told how much work AI performs.

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.

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

Business

Goldman Sachs forecasts $1.4 trillion annual AI spending pace by end of 2027

Nov 12, 2026

The bank’s outlook puts business-investment growth well above consensus. But imported equipment complicates how much AI spending adds to domestic output.

Funding

Alphabet begins first Hong Kong- and Singapore-dollar bond sales amid AI spending scrutiny

Nov 11, 2026

Proceeds would serve general corporate purposes, potentially including debt repayment—not exclusively AI.

Platform shift

JetBlue president urges airlines to follow customers on AI booking, despite cost fears

Nov 11, 2026

Marty St. George points to a familiar tradeoff: outside booking channels can serve travelers while adding costs and weakening airlines’ direct customer relationships.

Research

OpenRouter finds rented GPUs can lose to AI APIs even at full load

Nov 11, 2026

Its new comparison gives a small model a path to savings, but excludes staffing costs—and shows how a cheaper API provider can quickly change the calculation.

Acquisition

Octave to buy Cerebre, adding connected plant models to its industrial AI platform

Nov 11, 2026

Cerebre connects engineering drawings, operating data and staff knowledge. Octave plans to bring those capabilities to its customers, but the deal remains conditional.

Partnership

Stony Brook partners with Broadridge on AI lab for hands-on finance projects

Nov 11, 2026

The planned collaboration will pair students and faculty with industry experts. Broadridge’s account of changing junior roles highlights the skills students may need.

Earnings

Morgan Stanley favors stronger cloud-company bonds as AI debt risks divide borrowers

Nov 11, 2026

The bank forecasts $1.66 trillion in AI-company capital spending next year, but expects financial strength to determine who can keep borrowing on favorable terms.

Business

Databricks opens San Francisco headquarters with 201,000 square feet and more to come

Nov 11, 2026

The new office houses AI research and product teams.

Research

AI productivity gains can fuel a workplace rat race, UCLA working paper suggests

Nov 11, 2026

A theoretical model shows how competition can absorb productivity gains—and why better working conditions may backfire if employers raise expectations.

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

Infrastructure

Analysts say data-center limits may favor efficient chips over building equipment

Nov 12, 2026

Developers could prioritize computing output over new floor space. But a material construction slowdown would still hurt chipmakers exposed to data centers.

Partnership

Intel and Altera team up to simplify sensor connections for real-time AI

Nov 11, 2026

The planned reference designs pair Intel computing with Altera’s programmable hardware. Healthcare, defense and robotics bring different timing, power and integration demands.

Pricing change

Counterpoint puts Q3 memory revenue near $200 billion as prices drive a 369% surge

Nov 11, 2026

The boom reaches beyond specialized AI memory. Conventional memory demand is tightening competition for capacity used by phones and PCs, while an earlier forecast points to further price increases.

Funding

Residents oppose Digital Reef’s 600MW data center on London green-belt land

Nov 11, 2026

The unapproved North Ockendon campus promises jobs and public green space. Residents question the location, while planning disclosures complicate its net-zero claims.

Infrastructure

Meta’s infrastructure chief will leave in 2027, with former AWS executive taking over

Nov 11, 2026

David Brown will also become CTO of Meta Compute. The handover comes as Meta forecasts $135 billion to $145 billion in annual capital spending.

Research

Data-center developers propose 181 GW of gas power, BloombergNEF finds

Nov 11, 2026

More than 90% of the proposed capacity is in the US. The research warns that plants built to bypass grid delays could keep running after connections arrive.

Infrastructure

Blacklisted Chinese university bought Nvidia H200 chips through local supplier, Reuters finds

Nov 11, 2026

Procurement records identify a domestic seller, not Nvidia. Separate rental contracts show how the university also obtained access to computing power without buying the processors.

Earnings

CoreWeave lifts quarterly revenue 168% to $3.7 billion, beating guidance

Nov 10, 2026

The AI cloud provider pairs its results with a $133 billion revenue backlog and a defense of its contract-backed approach to financing capacity.

Research

Data centers shift grid costs onto households, Cornell study finds

Nov 10, 2026

An analysis of four U.S. power grids traces the imbalance to higher wholesale prices and billing rules based on past consumption.

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

Nvidia53 stories this week

Tracked across 423 published stories.

OpenAI52 stories this week 03

Anthropic52 stories this week

All Companies

02 / ModelsRecently updated profiles

Claude34 stories this weekTracked across 416 published stories.02

Gemini24 stories this weekTracked across 233 published stories.03

Claude Opus 5.58 stories this weekTracked across 46 published stories.

03 / ProductsRecently updated profiles

ChatGPT25 stories this weekTracked across 282 published stories.02

Google Search5 stories this weekTracked across 14 published stories.03

Azure5 stories this weekTracked across 22 published stories.

04 / ToolsCurrent editorial picks

Nod by n8n1 daily selectionRuns tasks in apps and websites on its own computer, using your chosen AI provider.02

Alsona1 daily selectionAI agents that turn buying signals into booked sales calls 03

CALL-E1 daily selectionLets AI assistants call US and Canadian numbers, then returns summaries and transcripts.

Coverage desk

Policy

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

All Policy

Government action

Megaspeed hires US law firm for chip audit amid alleged China smuggling probe

Nov 12, 2026

The Nvidia customer says it has cooperated with Commerce Department inspections.

Government action

Australia publishes draft workplace AI guide urging employers to consult workers

Nov 11, 2026

The draft pairs a roadmap for AI adoption with warnings about surveillance and heavier workloads. Public consultation runs until 27 January 2027.

Government action

UK police watchdog warns facial-recognition checks fall short, risking wrongful arrests

Nov 11, 2026

Inspectors found investigators confusing search results with evidence, alongside biased matches, unsuitable images and custody photographs kept past deletion requirements.

Government action

Lawmakers urge Nvidia’s Huang to resign as Congress weighs a subpoena

Nov 11, 2026

A request for November 18 testimony is becoming a potential subpoena fight, while senators press to attach chip-export restrictions to the defense bill.

Lawsuit

Georgia residents sue OpenAI and county leaders over approval of $20B–$30B data center

Nov 11, 2026

The plaintiffs seek damages for alleged property-value losses, challenging the approval process rather than just the planned facility’s power and water demands.

Policy

Russia, China and U.S. discuss AI limits on nuclear systems, report says

Nov 11, 2026

Negotiators are reportedly focusing on nuclear command systems as other disputes fall off the summit agenda. No agreement has been announced.

Government action

AI companies pledge shutdown controls in Paris declaration without binding enforcement

Nov 11, 2026

The agreement pairs developer safeguards with shared testing and incident reporting. One signatory wants governments—not just companies—to hold suspension powers.

Government action

Macron calls for bans on AI uses that threaten children’s mental health

Nov 11, 2026

A French-led charter seeks independent evaluations and reviews before children get access. It is meant to shape future legislation, not enact a ban.

Launch

Oracle urges EU to recognize locally controlled clouds using international technology

Nov 11, 2026

The company is targeting two proposed assurance levels through different operating models. Neither is a completed qualification, and Oracle says further development is needed.

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

Research

Autistic users describe ChatGPT’s help—and the risk of losing their own voice

Nov 12, 2026

An analysis of 3,984 social posts describes communication, planning and emotional support benefits. Researchers propose designs that preserve users’ choices rather than simply doing more for them.

Culture

Parents and educators protest Google’s AI-linked school search policy in Chicago

Nov 11, 2026

Chicago Public Schools is trying to suppress AI-generated search summaries and says it will consider other search tools if it cannot.

Research

West Health–Gallup finds patient comfort with medical AI drops sharply without clinician review

Nov 11, 2026

The findings also expose a preparation gap: 89% of surveyed providers used AI for work, but only 20% reported formal training.

Security risk

911 groups develop dispatcher training to counter AI-generated emergency hoaxes

Nov 11, 2026

The effort includes questions designed to probe beyond public information. But officials say suspected hoaxes will still receive an emergency response.

Research

Mercor finds workers want AI to handle routine tasks, not high-stakes decisions

Nov 11, 2026

The company’s task-by-task survey separates willingness to automate from willingness to give up control. Its unusually AI-engaged sample limits how broadly the findings apply.

Culture

AI Engineer Code Summit schedules two days on coding agents and software quality

Nov 11, 2026

The San Francisco program includes Claude Code practices, agent infrastructure and a Gemini 4 session title.

Research

AI100 review warns AI’s mainstream rise has left the public with little say

Nov 10, 2026

The third five-year assessment credits scaling for generative AI’s progress, but warns that infrastructure pressures and fragmented governance accompany its growing reach.

Security risk

WIRED interviews 10 AI-safety experts on catastrophic risks beyond extinction

Nov 10, 2026

The experts disagree about runaway AI and development pauses. Their recommendations turn on specific safeguards, public accountability and who gets to define acceptable risk.

Research

Young people in Rithm study turned to AI because people felt riskier

Nov 10, 2026

The 29 interviews describe chatbots helping users prepare for difficult conversations—or reinforcing their side of a dispute. The self-selected sample is not representative.

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 / 366 readers

Anthropic says Claude designed three devices built without circuit fixes

The experiment covered circuit boards, cases and firmware. Human engineers handled the physical builds; the devices have not undergone commercial validation.

02Fireworks discloses wider breach impact, including customer datasets and unfinished models217 readers this week 03Anthropic debuts cheaper Fable and Mythos AI models for demanding technical work100 readers this week 04OpenAI lets businesses manage ChatGPT profiles and launch customer-facing agents84 readers this week 05Anthropic reportedly strikes $3.4 billion deal for gas-fired data-center power75 readers this week

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Superpower Daily

Fractile raises $720 million ahead of planned first AI chip shipments in 2027

EU adopts common AI sandbox rules without granting compliance clearance

Nvidia board prepares to oust Jensen Huang, WSJ reports; shares slide

Alibaba opens Qwen4-Max preview with a million-token context and a fixed end date

Latest updates

NHS England removes claim that 137 trusts benefit from Palantir’s data platform

Holiday Extras says Codex delivered a working app rebuild in two weeks

Nvidia falls 7% as board reportedly weighs Huang’s future, unsettling AI investors

Cisco will release earnings November 12, with AI orders and margins in focus

Caine Prize clears winner of AI allegations and adds disclosure requirements

KPMG executive says AI is eroding paid advice as firms rethink fees and training

Supermicro ships AMD-powered H15 servers, claiming up to 1.8× AI token throughput

EU leaders put AI on Dublin summit agenda, with Geoffrey Hinton among speakers

One clear read on the AI moves worth knowing.

Education x AI Futures Workshop, with Plan A

Client Journey Workshop

Women Contributing to Safer AI: Pathways

Berlin Builder Circle #3: Small Models in Production

Models

Single AI coordinators beat personal-agent teams in four simulations, researchers find

MIT researchers improve climate AI training with one optimized emissions scenario

AI Futures moves its forecast for superhuman AI researchers to 2027

Stanford backs five projects linking AI to infant learning, therapy and brain biology

ElevenLabs adds live speaker labels with its Scribe v3 transcription release

Runway releases Praxis-1 robot-control model with open weights and commercial-use rights

Radical Numerics introduces offline AI to flag pathogens, with evaluation still under way

UC3M warns AI medical-report rewrites still need human oversight

Drug ads shifted AI treatment choices in a controlled Mount Sinai study

Scout

Circuit

Glide

Products

xAI brings Grok Bot into video meetings to take notes and answer in chat

CoreWeave adds managed PostgreSQL inside the clusters running customers’ AI

Google brings Gemini Live to CarPlay for hands-free chats and email catch-ups

ByteDance reportedly readies a Muse-like AI assistant for release within weeks

Google launches an AI decision API that scores up to 1,000 questions per request

AWS adds usage-based software billing for live speech AI on SageMaker

Databricks gives Genie ongoing enterprise jobs, with humans setting the limits

Penn State professors find teaching limits in Meta smart-glasses trial

Microsoft brings Auto SR’s AI game upscaling to handheld play without a dock

Agents

Salesforce says AI research agents improved a retrieval model in about 80 hours

Cisco adds network monitoring to eligible Wi-Fi gear as it prepares for AI agents

KPMG extends Copilot to a 276,000-plus workforce and adds AI agent oversight

United Airlines moves to block unauthorized AI agents from booking flights

ElevenLabs introduces customer memory and follow-up automation for AI agents

Google Cloud opens AI agent certification with an exam and hands-on labs

AWS introduces an open-source tool to compare AI agents across frameworks

KT uses AI to diagnose network faults, but keeps repairs in human hands

Akara raises $5.5 million to grow hospital AI built around thermal sensors

Startups

Mondrio raises $3.75 million to pair AI pricing agents with human experts

Google picks 10 startups for its first Africa Applied AI Lab cohort

Path Robotics raises $300 million to take its factory AI beyond welding

Mercor raises $750 million to train and test AI agents for enterprise work

Ellipsis Health buys Kouper to connect AI patient calls with care scheduling

Numica raises $21 million to buy accounting firms and move their work onto AI

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

Capital moving through AI.

Funding

Acquisitions

You've seen the signals. Get the complete briefing tomorrow.

Business

Goldman Sachs forecasts $1.4 trillion annual AI spending pace by end of 2027

Alphabet begins first Hong Kong- and Singapore-dollar bond sales amid AI spending scrutiny

JetBlue president urges airlines to follow customers on AI booking, despite cost fears

OpenRouter finds rented GPUs can lose to AI APIs even at full load

Octave to buy Cerebre, adding connected plant models to its industrial AI platform

Stony Brook partners with Broadridge on AI lab for hands-on finance projects

Morgan Stanley favors stronger cloud-company bonds as AI debt risks divide borrowers

Databricks opens San Francisco headquarters with 201,000 square feet and more to come

AI productivity gains can fuel a workplace rat race, UCLA working paper suggests

Infrastructure

Analysts say data-center limits may favor efficient chips over building equipment

Intel and Altera team up to simplify sensor connections for real-time AI

Counterpoint puts Q3 memory revenue near $200 billion as prices drive a 369% surge