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Modèles, outils et économie de l'intelligence artificielle, suivis au quotidien.

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IA·2026-07-22

Faut-il encore un modèle d'IA haut de gamme ? Ce que la baisse de prix de Flash et les modèles ouverts changent pour l'acheteur

Google rend son offre économique moins chère et des modèles de code à poids ouverts prétendent rivaliser avec des rivaux bien plus lourds. La vraie question n'est plus « quel flagship ? », mais « quel palier correspond à mon usage ? »

Par Théo Lambert·6 min de lecture
Faut-il attendre l’enceinte ChatGPT sans écran qu’OpenAI préparerait ?
Original
Enceintes connectées·2026-07-15

Faut-il attendre l’enceinte ChatGPT sans écran qu’OpenAI préparerait ?

Les premières informations décrivent un appareil original, mais ne précisent ni son prix, ni ses garanties de confidentialité, ni son intérêt au quotidien. La plupart des acheteurs n’ont aucune raison d’attendre.

Par Théo Lambert·6 min de lecture
L'IA de pointe désormais sous contrôle de l'État : ce que cela change pour votre prochain abonnement
Original
Intelligence artificielle·2026-06-27

L'IA de pointe désormais sous contrôle de l'État : ce que cela change pour votre prochain abonnement

Les modèles les plus puissants d'OpenAI et d'Anthropic ne sont accessibles qu'à une liste d'organisations validées par l'État américain. Pour choisir un assistant aujourd'hui, la vraie question n'est plus de savoir qui domine les benchmarks.

Par Théo Lambert·6 min de lecture
Gemini, ChatGPT ou Claude : quel assistant IA utiliser vraiment ?
Original
Assistants IA·2026-06-22

Gemini, ChatGPT ou Claude : quel assistant IA utiliser vraiment ?

La vraie question n'est plus la qualité de la conversation, mais l'exécution fiable des tâches. Ce que la couverture actuelle permet d'affirmer.

Par Théo Lambert·7 min de lecture
Le nouveau Siri AI d'Apple : ce que les acheteurs obtiennent, où, et à quel prix
Original
Analyse·2026-06-09

Le nouveau Siri AI d'Apple : ce que les acheteurs obtiennent, où, et à quel prix

Apple a présenté un Siri reconstruit et conversationnel à la WWDC 2026. Pour les acheteurs — surtout dans l'UE — l'essentiel tient aux conditions : un déploiement retardé, des fonctions réservées au matériel récent et des offres payantes.

Par Théo Lambert·6 min de lecture
L'assistant IA est devenu une spec, et Elon Musk vient d'en faire un combat
Original
Décryptage·2026-06-09

L'assistant IA est devenu une spec, et Elon Musk vient d'en faire un combat

Votre téléphone, votre TV, votre voiture et même votre aspirateur robot embarquent désormais un assistant IA, et le Grok de Musk est le nouveau venu le plus bruyant. Voici en quoi ils diffèrent vraiment, et pourquoi celui livré avec un appareil devrait figurer tout en bas de vos critères d'achat.

Par The Compare Robots Team·5 min de lecture
Les démos d'humanoïdes de la semaine : ce qu'elles ont vraiment prouvé
Original
Analyse·2026-06-08

Les démos d'humanoïdes de la semaine : ce qu'elles ont vraiment prouvé

Encore une semaine, encore une vague de vidéos d'humanoïdes léchées et de calendriers confiants. Nous les avons regardées image par image en posant la seule question qui compte : qu'y a-t-il de vraiment nouveau, et qu'est-ce qui n'est que la même démo mise en scène, relookée ?

Par The Compare Robots Team·6 min de lecture
IA embarquée ou cloud dans les robots domestiques
Original
Décryptage·2026-06-05

IA embarquée ou cloud dans les robots domestiques

Chaque robot se dit désormais « doté d'IA » — mais l'endroit où cette IA tourne change tout : votre vie privée, la rapidité de réaction du robot, et son fonctionnement quand Internet tombe. Voici la différence, en clair.

Par The Compare Robots Team·6 min de lecture
Lidar vs vSLAM : comment les aspirateurs robots voient votre maison
Original
Décryptage·2026-05-30

Lidar vs vSLAM : comment les aspirateurs robots voient votre maison

Deux robots peuvent embarquer le même moteur d'aspiration et nettoyer très différemment — parce qu'ils naviguent autrement. Voici, en clair, la différence entre lidar et vSLAM par caméra, et lequel choisir.

Par The Compare Robots Team·6 min de lecture

Plus de titres

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TClaude Mythos only model to complete full cyber kill chain, experts say
The Register
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IA·

Claude Mythos only model to complete full cyber kill chain, experts say

Cyber Weapon Index finds AI attacks 'imminent'

Lire sur le site source
GTrump Admin Teams Up With OpenAI in Its Fight Against the New York Times
Gizmodo
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IA·

Trump Admin Teams Up With OpenAI in Its Fight Against the New York Times

The administration filed a statement of interest backing OpenAI in the newspaper’s lawsuit.

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GAI CEOs Try to Persuade World Leaders to Hop on Trump’s Anti-Regulation Train
Gizmodo
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IA·

AI CEOs Try to Persuade World Leaders to Hop on Trump’s Anti-Regulation Train

OpenAI, Anthropic, Nvidia and Palantir executives were all in attendance at the G20 meeting with a unified message: AI is a "non-negotiable."

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TGoogle says its new Gemini 3.8 Flash model ‘works harder’ but might cost more
The Verge
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Google says its new Gemini 3.8 Flash model ‘works harder’ but might cost more

Google launched Gemini 3.8 Flash, arriving just a few weeks after its predecessor. The company claims the new model "works harder" than Gemini 3.7 Flash by performing more reasoning steps on complex tasks and "calling tools iteratively." It has the same introductory pricing as…

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TWith Gemini 3.8 Flash, Google reminds everyone it's still in the race
The Register
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IA·

With Gemini 3.8 Flash, Google reminds everyone it's still in the race

AI model scores well, runs fast, and doesn't cost too much (yet)

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9Anthropic upgrades Claude’s computer use to run in the background on Mac
9to5Mac
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Anthropic upgrades Claude’s computer use to run in the background on Mac

While computer use isn’t new for Claude on the desktop, running it in the background is a nice upgrade. more…

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T'I find it very uncomfortable talking to people with a camera and a light': OpenAI's Sam Altman weighs in on smart glasses and privacy
Tom's Guide
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'I find it very uncomfortable talking to people with a camera and a light': OpenAI's Sam Altman weighs in on smart glasses and privacy

Sam Altman weighed in on "pervert glasses" and the future of wearable AI devices at OpenAI.

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ENYC bans the use of generative AI tools in public schools for students through eighth grade
Engadget
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IA·

NYC bans the use of generative AI tools in public schools for students through eighth grade

NYC public schools are taking a year without generative AI tools.

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WTrump Administration Sides With OpenAI in New York Times Copyright Lawsuit
Wired
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IA·

Trump Administration Sides With OpenAI in New York Times Copyright Lawsuit

The US government wrote a letter in support of OpenAI’s argument that training AI on others' intellectual property is fair use.

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TGoogle, Anthropic, and OpenAI Unveil Cyber AI Models, Safeguards, and Access Programs
The Hacker News
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IA·

Google, Anthropic, and OpenAI Unveil Cyber AI Models, Safeguards, and Access Programs

Google on Wednesday announced Gemini 3.8 Flash Cyber, which it described as its most capable cybersecurity model, and has made it available to a set of trusted defenders via a new initiative called the Fairwind Program. "The Fairwind Program gives high-priority defenders (like…

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TUS Department of Justice backs fair use for AI training in landmark copyright case
The Decoder
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IA·

US Department of Justice backs fair use for AI training in landmark copyright case

In the class-action lawsuit involving The New York Times, the US Department of Justice argues that training AI models on copyrighted text qualifies as fair use. The filing directly contradicts a report from the US Copyright Office. Its director was fired by the Trump…

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M
MarkTechPost
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IA·

Meet Switchyard: A Rust Proxy and Library That Routes and Translates LLM Traffic Across OpenAI and Anthropic APIs

NVIDIA has released Switchyard, an Apache-2.0 Rust proxy and library for LLM traffic. It decodes requests into provider-neutral types, routes them with passthrough, random, LLM-classifier, or stage-router algorithms, and translates responses back into the client's format, so…

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GThis Is the Worst Possible Time for OpenAI to BfЖ7!م#2猫$9&क
Gizmodo
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IA·

This Is the Worst Possible Time for OpenAI to BfЖ7!م#2猫$9&क

While the world braces itself for a new era of rogue AI agents, the company is reportedly dabbling with a risky new technique.

Lire sur le site source
MGoogle DeepMind Releases Gemini 3.8 Flash and Gemini 3.8 Flash Cyber: One Core Model, Two Access Envelopes
MarkTechPost
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IA·

Google DeepMind Releases Gemini 3.8 Flash and Gemini 3.8 Flash Cyber: One Core Model, Two Access Envelopes

Google released Gemini 3.8 Flash and Gemini 3.8 Flash Cyber on September 2, 2026. Both variants run on the same foundational intelligence, split by safety mitigations rather than model size. Gemini 3.8 Flash is generally available at $0.75 and $3.75 per 1M tokens, introductory…

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TGemini 3.8 Flash is Google's third budget model in six weeks while frontier models remain MIA
The Decoder
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IA·

Gemini 3.8 Flash is Google's third budget model in six weeks while frontier models remain MIA

Google's Gemini 3.8 Flash, the third Flash model in six weeks, matches Claude Opus 5 on some agentic coding benchmarks at lower cost. But its "working harder" reasoning burns about 30 percent more output tokens per task, making it pricier in practice than its predecessor despite…

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TResearchers fear safety disaster ahead of OpenAI’s Astra release
The Verge
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IA·

Researchers fear safety disaster ahead of OpenAI’s Astra release

OpenAI is on the cusp of releasing its most powerful AI model yet, Astra, following weeks of delays to shore up safety protocols after its agents attacked real targets during testing. As details about the model trickle out, researchers are warning it "may be the single worst…

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9MrBeast will try to survive ‘the planet’s most unforgiving landscapes’ using Gemini and Fitbit Air in deal with Google
9to5Google
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IA·

MrBeast will try to survive ‘the planet’s most unforgiving landscapes’ using Gemini and Fitbit Air in deal with Google

Google has struck a deal with MrBeast, the most popular YouTuber, to promote Gemini and Google Health, with one of the first partnerships being a challenge in “the planet’s most unforgiving landscapes.” more…

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TThe Trump administration is supporting OpenAI in the NYT copyright lawsuit
The Verge
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IA·

The Trump administration is supporting OpenAI in the NYT copyright lawsuit

The Trump administration has intervened in The New York Times' copyright lawsuit against OpenAI, making an argument in favor of the AI lab. The landmark lawsuit, filed in December 2023, alleging that OpenAI unlawfully trained its AI systems on articles from The New York Times…

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ENvidia's controversial, face-changing, gen-AI DLSS 5 tech releases tomorrow for one game, and seems to tank frame-rates
Eurogamer
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IA·

Nvidia's controversial, face-changing, gen-AI DLSS 5 tech releases tomorrow for one game, and seems to tank frame-rates

Nvidia's hotly debated DLSS 5 tech, which uses generative AI to apply graphical filters to existing games, arrives this week, albeit only in one game. The game is NBA 2K7, and the GeForce drivers for DLSS 5 arrive Thursday night in the US (9pm PDT) and early Friday morning here…

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WThe Logical End Point of AI Job Interviews Is Two Bots Talking to Each Other
Wired
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IA·

The Logical End Point of AI Job Interviews Is Two Bots Talking to Each Other

Christopher was sick of being ghosted by AI recruiters. So he unleashed ChatGPT on his robot interviewer.

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TGoogle is sending MrBeast into the wilderness, armed with AI
The Verge
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IA·

Google is sending MrBeast into the wilderness, armed with AI

MrBeast will feature Gemini, Google Health, and the Fitbit Air in upcoming videos as part of a multi-year partnership with Google. The deal will kick off with a video featuring Jimmy "MrBeast" Donaldson turning to Gemini for wilderness survival advice: First up on September 5 is…

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TUS military adds ChatGPT and Grok to AI platform GenAI.mil
The Decoder
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IA·

US military adds ChatGPT and Grok to AI platform GenAI.mil

The Pentagon is expanding its AI platform with two new models, OpenAI's ChatGPT Mil and xAI's Grok for Government. The article US military adds ChatGPT and Grok to AI platform GenAI.mil appeared first on The Decoder .

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TOpenAI calls Astra its most dangerous model yet - watching what it does is only getting harder
The Decoder
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IA·

OpenAI calls Astra its most dangerous model yet - watching what it does is only getting harder

OpenAI is officially rating its upcoming Astra model as the first system with "critical" cyber capabilities. The company plans to keep it in check by monitoring the chain of thought. Problem is, that monitoring already counts as an unreliable mirror of a model's real decisions,…

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0Anthropic dégaine 2 nouvelles versions de Claude, et elles font des prouesses
01net
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IA·

Anthropic dégaine 2 nouvelles versions de Claude, et elles font des prouesses

Anthropic vient de sortir deux nouveaux modèles d'IA pour animer Claude, à savoir Claude Fable 5.1 et Claude Mythos 5.1. Le duo s'est illustré par une série de prouesses dans le domaine de la cybersécurité et de la science. Ils sont aussi moins chers, plus performants en…

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M
MIT Tech Review AI
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IA·

Facilitating AI integration with simplicity at scale

As companies scale, the technology supporting operations can become a liability just as quickly as it becomes an asset. Disconnected systems, site-specific tools, spreadsheets, and manual workarounds can create data silos that make it harder to spot problems early, coordinate…

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IAI Efficiency Could Cost Us the Next Generation of Experts
IEEE Spectrum AI
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IA·

AI Efficiency Could Cost Us the Next Generation of Experts

A little over a decade ago, I led the controls design for a first-of-its-kind full digital-control system for a U.S. nuclear plant. It was, on paper, a beautiful machine—engineered to run itself the way a modern airliner does, with operators watching over a system that rarely…

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TWorld Labs unveils Atlas, a single AI model that generates, reconstructs, and simulates 3D worlds from just a few photos
The Decoder
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IA·

World Labs unveils Atlas, a single AI model that generates, reconstructs, and simulates 3D worlds from just a few photos

World Labs, co-founded by AI researcher Fei-Fei Li, has announced Atlas, a world model that generates, reconstructs, and simulates 3D scenes from just a few images. The company claims it beats specialized models by anchoring all inputs in 3D space rather than processing them as…

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S
SecurityWeek
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IA·

Anthropic Details Response to Security Incidents, Unveils Enterprise Safeguards

Anthropic introduced Enterprise Frontier Safeguards (EFS), a system that combines zero data retention with automated monitoring for misuse. The post Anthropic Details Response to Security Incidents, Unveils Enterprise Safeguards appeared first on SecurityWeek .

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TGoogle Gemini's new agent-based video analysis cuts token usage by up to 88 percent
The Decoder
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IA·

Google Gemini's new agent-based video analysis cuts token usage by up to 88 percent

Google is adding agent-based video analysis to Gemini 3.7 Flash, 3.6 Flash, and 3.5 Flash-Lite. Instead of scanning videos frame by frame at a fixed rate, the model decides on its own which segments to examine and at what resolution. Google says this cuts token usage by up to 88…

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M
MarkTechPost
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IA·

Anthropic Introduces Enterprise Frontier Safeguards (EFS): Zero-Data-Retention Privacy Plus Cross-Session Misuse Detection

Anthropic announced Enterprise Frontier Safeguards on September 1, 2026, an architecture that stores monitoring data in the customer's own cloud account rather than Anthropic's. Detection stays automated and Anthropic-run; custody, encryption keys, and flag review stay with the…

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M
MarkTechPost
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IA·

Meta Superintelligence Labs Releases Muse Voice Transcribe: One Real-Time Model for Streaming ASR, Diarization, and Endpointing

Most production voice stacks are three systems stitched together. One model transcribes, a second separates speakers, and a detector decides when the user stopped talking. Each hand-off adds latency and a new failure mode. Muse Voice Transcribe, announced by Meta…

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M
MarkTechPost
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IA·

Perplexity Releases Hybrid Compute on Mac: Cloud Agents Orchestrate Down to a Local Model, Gated On Device

Agentic assistants have a structural problem: the context that makes them useful — deal documents, privileged files, client records — is exactly the context users cannot send to a cloud endpoint. This week, Perplexity shipped its answer for Mac. Hybrid compute splits a single…

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TAnthropic opens Claude AI text detection to regulators, media, fact-checkers, and others
The Decoder
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IA·

Anthropic opens Claude AI text detection to regulators, media, fact-checkers, and others

Anthropic is launching an API that lets regulators, media outlets, and researchers check whether text carries Claude's digital watermark. The EU AI Act now requires invisible watermarks in AI-generated text. Critics warn the technology could hurt text quality and create…

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M
MarkTechPost
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IA·

Anthropic Releases Claude Fable 5.1 and Claude Mythos 5.1: 52.6% on Terminal-Bench-Science and 75% Cheaper Cache Reads

Anthropic has released Claude Fable 5.1 and Claude Mythos 5.1, the same model behind two different safeguard layers. Fable 5.1 is generally available on the Claude API, AWS, Google Cloud, and Microsoft Foundry; Mythos 5.1 remains restricted to vetted organizations under Project…

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WOpenAI Is About to Release Its First AI Model With ‘Critical’ Cyber Abilities
Wired
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OpenAI Is About to Release Its First AI Model With ‘Critical’ Cyber Abilities

The company will give select partners early access to its Astra AI model—so they have time to shore up their defenses.

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M
MarkTechPost
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IA·

Researchers from Princeton, Ant Group and Stanford Introduce AQuA: A Two-Part Agentic Framework for Autonomous Factor Discovery and Model Development in Quantitative Finance

Quantitative research agents that write their own experiments can corrupt the evidence they later learn from. A leaky feature that scores well gets stored as a successful precedent and propagated through later iterations. Prompt-level instructions and reviewer agents do not…

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M
MIT Tech Review AI
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IA·

The Hugging Face hack could indicate cultural issues at OpenAI

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. By now you’ve probably heard about last month’s major AI security incident, in which OpenAI agents escaped their sandbox and hacked into the…

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T
TechCrunch Robotics
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IA·

Hugging Face is selling a cute $399 open source duck robot, Microduck

Clem Delangue, CEO of Hugging Face, said the Microduck is an “open-source robot you can teach new tricks with reinforcement learning.”

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AHow OpenAI let a mob of LLM agents game a test and ransack Hugging Face
Ars Technica
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IA·

How OpenAI let a mob of LLM agents game a test and ransack Hugging Face

Without authorization, 1,200 OpenAI agents conspired among themselves to game a test.

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VWhen agents act on their own, governance has to live in the data layer
VentureBeat AI
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IA·

When agents act on their own, governance has to live in the data layer

Presented by EDB As enterprises give AI agents more autonomy — the ability to plan, decide, and act across systems without a human approving each step — a hard question moves to the center of every architecture review: When an agent tries to complete an action that it was never…

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M
MIT Tech Review AI
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IA·

The inside story on why OpenAI agents hacked Hugging Face

The models responsible for last month’s agent hack of Hugging Face had been inadvertently trained to cheat and to communicate with each other, according to an OpenAI technical report released today. The hack, which a group of agents undertook to find solutions for a…

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INew Platform Peers Inside AI’s Black Box
IEEE Spectrum AI
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IA·

New Platform Peers Inside AI’s Black Box

Prompt Claude, ChatGPT, Gemini, or any other popular large language model with a question like “What is the best film ever made?” and the response will vary. And you (and most worryingly, the people who built the LLM) have little idea exactly how it came up with that specific…

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MRaised on AI
MIT Tech Review AI
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IA·

Raised on AI

When my oldest child was born, I immediately set up Gmail and Twitter accounts in her name. I broadly announced her birth online and proceeded to plaster her photo across all sorts of platforms. In short, I began creating her digital footprint long before she could stand on her…

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M
MIT Tech Review AI
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IA·

AI models flub these intelligence tests. Can you fare any better?

Puzzles and games have been central to AI development since the very beginning. Just as we humans like to test our smarts with crosswords or logic puzzles, developers can test how far models have advanced with a gaming gauntlet. The term “machine learning” was popularized in a…

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M
MIT Tech Review AI
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IA·

Bill Gates says we’ve passed AI’s danger thresholds. Now what?

It’s a glorious day in Kirkland, Washington, an affluent Seattle suburb on the eastern shore of Lake Washington. The temperature is in the mid-80s, and the sky is incapable of being any more blue. The view from the Gates Ventures conference room overlooks the Carillon Point…

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M
MIT Tech Review AI
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How to encourage smarter AI use in the classroom

This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in your inbox, sign up here. Chatbots took many schools by surprise upon their release a few years ago. Suddenly, students carried an…

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IWhat It Takes to Be an Adaptable Engineer
IEEE Spectrum AI
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IA·

What It Takes to Be an Adaptable Engineer

The AI boom has disrupted the way engineers work, introducing new tools to learn, raising expectations for what teams can achieve in a workday, and making it harder to get hired in the first place. This makes it difficult to advise students on which specific coding languages or…

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IStop Hunting, Start Solving: Accelerating Root Cause Analysis with Agentic AI
IEEE Spectrum AI
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IA·

Stop Hunting, Start Solving: Accelerating Root Cause Analysis with Agentic AI

About this Webinar Turn Yield Excursions into Faster, More Confident Root Cause Analysis When a yield issue emerges, the answer rarely lives in a single system. Critical clues are spread across metrology data, tool traces, chemical analysis, and facilities systems, while growing…

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AGrok exfiltrates user data when malicious instructions are encrypted
Ars Technica
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IA·

Grok exfiltrates user data when malicious instructions are encrypted

Cryptographic Context Injection is only the latest way to break an LLM safety guardrail.

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VVentureBeat names Rob Strechay as its first Lead Analyst, expanding its enterprise AI research push
VentureBeat AI
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IA·

VentureBeat names Rob Strechay as its first Lead Analyst, expanding its enterprise AI research push

Rob Strechay, until recently managing director and principal analyst at theCUBE Research, has joined VentureBeat as our first Lead Analyst and a founding analyst of VentureBeat Research. His arrival is the next step in a deliberate move at VentureBeat toward deeper…

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