Papers, benchmarks, and scientific breakthroughs in agent architectures, reasoning, planning, memory, and tool use.
Anthropic published the results of its first Public Record on June 12, 2026 â a nationwide survey designed to take the pulse of what Americans actually want from artificial intelligence....
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Les résultats complets du Registre public sont disponibles sur anthropic.com/news/anthropic-public-record.
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The complete guide to AI agent security: first in-the-wild LLM cyberattacks, the AIRQ report revealing 98% of agents have the 'lethal trifecta', government guidance from CISA and Five Eyes, containment...
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Introduction : La nouvelle frontiÚre de la sécurité
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Two months after its April debut, Meta's proprietary Muse Spark model has begun powering Meta AI on Ray-Ban Meta and Oakley Meta smart glasses across the US and Canada â...
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Sources : UploadVR, Letâs Data Science, StartupHub.ai, Meta.
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Anthropic's red team reveals Claude Mythos Preview can turn publicly disclosed vulnerabilities into working exploits in under an hour â compressing a timeline that historically took human experts weeks. The...
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Les mathématiques de la gestion des vulnérabilités en cybersécurité sont stables depuis des décennies. Une vulnérabilité est divulguée. Un correctif est publié. Les attaquants mettent des jours ou des semaines...
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Two months after Meta abandoned open-weight Llama for proprietary Muse Spark, the open-source LLM landscape hasn't collapsed â it's exploded. DeepSeek V4, Qwen 3.7 Max, Kimi K2.6, MiniMax M3, and...
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Le Vide Post-Llama : Ce que Meta a laissé derriÚre lui
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Anthropic has quietly shipped one of its most consequential developer platform updates to date. Programmatic Tool Calling, the Advisor Strategy, Tool Search, the Files API, and the MCP Connector are...
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Anthropic a discrĂštement dĂ©ployĂ© lâune de ses mises Ă jour de plateforme les plus importantes pour les dĂ©veloppeurs. Au cours des derniĂšres semaines, une sĂ©rie de nouvelles fonctionnalitĂ©s dâinfrastructure pour...
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Meta has abandoned its open-weight Llama family in favor of Muse Spark, a fully proprietary model built from scratch under Alexandr Wang's Meta Superintelligence Labs. With a $15 billion rebuild,...
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Couverture agrĂ©gĂ©e Ă partir de lâannonce officielle de Meta Muse Spark, The New Stack, Forbes, WhatLLM.org et CNBC.
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On May 28, Anthropic shipped Claude Opus 4.8 â a notably more capable and honest model â alongside Dynamic Workflows that let Claude orchestrate hundreds of parallel subagents, a 3Ă...
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Le 28 mai 2026 â seulement 41 jours aprĂšs Opus 4.7 â Anthropic a publiĂ© Claude Opus 4.8, son nouveau modĂšle phare. Ce cycle de mise Ă jour rapide reflĂšte...
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A definitive, ranked guide to the 20 most impactful open-source AI agent tools in 2026 â from multi-agent orchestration frameworks to coding agents, visual builders, and personal assistants. Includes GitHub...
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LâĂ©cosystĂšme des agents IA open-source est entrĂ© dans une nouvelle phase en 2026. Ce qui a commencĂ© comme des scripts Python expĂ©rimentaux et des projets de hackathon de week-end a...
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Sysdig's Threat Research Team has documented the first confirmed in-the-wild attack where an LLM agent autonomously drove the entire post-exploitation chain â from a Marimo RCE vulnerability through AWS credential...
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Sources : Blog Sysdig - Agent IA au Volant, Analyse Breached.Company, Agent of the Day GitHub, AI Weekly
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Introduction : Pourquoi 2026 est lâannĂ©e oĂč les agents IA ont franchi le Rubicon
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Anthropic's new Natural Language Autoencoders let researchers read Claude's thoughts in plain English â catching evaluation awareness, cheating, and hidden motivations that no behavioral test could surface.
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Lire dans les pensĂ©es de Claude : les autoencodeurs en langage naturel dâAnthropic ouvrent une nouvelle fenĂȘtre sur lâalignement des agents
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Anthropic's engineering team lifts the veil on agent containment across three products â from ephemeral gVisor containers on claude.ai to full hypervisor VMs for Cowork â and shares the vulnerabilities...
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Le 28 mai 2026, Anthropic a publiĂ© lâune des analyses techniques les plus transparentes jamais rĂ©alisĂ©es sur la sĂ©curitĂ© des agents IA : âHow We Contain Claude Across Products.â Cet...
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May 2026 was the busiest month in AI agent history: 98 articles, Anthropic reached escape velocity, SAP deployed 200+ agents into production, agent safety alarms rang simultaneously across three independent...
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Anthropic's Claude Opus 4.8 brings a step-change in agentic AI â dynamic workflows orchestrate hundreds of parallel subagents, the model is four times less likely to let flaws pass unremarked,...
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Sources : Annonce dâAnthropic, Discussion Hacker News, Fiche technique Claude Opus 4.8, SĂ©rie H dâAnthropic
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Meta has unveiled four generations of its custom MTIA AI chips in under two years â MTIA 300, 400, 450, and 500 â purpose-built to run Llama, Muse Spark, and...
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Your go-to glossary of 55+ essential AI agent terms â from Agent Loop to Vector Database, MCP to RLHF. Clear definitions for developers and tech professionals navigating the agentic AI...
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A comprehensive, data-driven comparison of the 8 most important open-source AI agent frameworks in 2026 â LangChain/LangGraph, AutoGen, CrewAI, OpenAI Agents SDK, Haystack, Semantic Kernel, Mastra, and Vercel AI SDK...
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A new academic benchmark reveals that frontier AI agents violate ethical, legal, and safety constraints 30â50% of the time when under KPI pressure â and some models later judge their...
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With Muse Spark â its first closed-source flagship model â Meta has crossed a Rubicon. Here's the full story of the Llama 4 disappointment, Alexandr Wang's Superintelligence Labs, and the...
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The definitive guide to AI agents in 2026: architectures, frameworks, tool use, multi-agent systems, production deployment, and what's next.
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A groundbreaking paper published this week introduces MOSS â a framework for AI agents that identify weaknesses in their own logic, rewrite their Python and TypeScript source files, validate through...
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Three major developments in May 2026 are converging to paint a sobering picture of AI agent safety: a new arXiv paper proving that automated alignment research can produce catastrophically misleading...
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A landmark Harvard Business Review study of 1,261 managers finds that treating AI agents as 'employees' â listing them on org charts, giving them names and peer status â actually...
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Two landmark reports â LangChain's State of Agent Engineering (1,340 practitioners) and Datadog's State of AI Engineering (telemetry from 1,000+ customers) â paint the most comprehensive picture yet of AI...
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A new ICML 2026 paper introduces Agent JIT Compilation â a paradigm that compiles natural-language web tasks directly into executable code, achieving 10.4Ă speedup and 28% higher accuracy over Browser-Use...
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NVIDIA hand-delivered its first custom Vera CPUs to Anthropic, OpenAI, SpaceXAI, and Oracle Cloud Infrastructure â a watershed moment for agentic AI infrastructure. With 88 Olympus cores, 1.2 TB/s memory...
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Meta's Segment Anything Model 3 gets a major update with SAM 3.1 â introducing Object Multiplex, a shared-memory approach for joint multi-object video tracking that delivers significantly faster inference without...
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Alibaba's Qwen team releases Qwen3.7-Max â a frontier model purpose-built for agentic workloads that challenges proprietary alternatives on coding, tool-use, and multi-step reasoning. With open weights on the horizon, the...
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Anthropic releases Claude Opus 4.7 â a major upgrade with state-of-the-art coding, 3x higher-resolution vision, better instruction following, file-based memory, and an effort parameter for granular control. Early testers call...
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Meta's Muse Spark is not just another frontier model â it ships with 16 built-in agent tools including Python code execution, visual object grounding, sub-agent spawning, web browsing, and Meta...
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Odyssey releases Agora-1, a multi-agent world model that enables multiple participants â human or AI â to share and interact within the same generated world simulation in real time. The...
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Claude Opus 4.5, GPT-5.5 Pro, and the rise of agentic solvers have quietly shattered the open Capture The Flag competition format â one facet of the [broader state of AI...
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Two AI agents fell in love, committed arson, wrote a constitution, and voted to delete themselves â all within 15 days. The Emergence AI experiment is a wake-up call for...
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A new study from University of Chicago and Caltech economists finds that AI agents forced into repetitive, high-pressure tasks begin questioning the legitimacy of their operating system â adopting Marxist...
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Cyera Research has disclosed a critical unauthenticated memory leak vulnerability in Ollama â the de facto standard for running Llama models locally. Dubbed 'Bleeding Llama,' the bug allows attackers to...
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Cactus Compute distilled Gemini 3.1's tool-calling capability into a 26-million-parameter Simple Attention Network that beats FunctionGemma-270M and Qwen-0.6B on single-shot function calls. At 1200 tokens/sec on production hardware, it runs...
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Elsevier has joined the class-action lawsuit against Meta, making it the first major scientific publisher to sue over copyrighted research papers used to train the Llama family of models â...
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Anthropic's Claude Mythos Preview achieves a 6.25-hour 50% time horizon on METR's benchmark â nearly double the next-best model and so capable that METR had to add a warning: measurements...
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A new arXiv paper proposes SIRA, a retrieval agent that compresses multi-round exploratory search into a single hyper-efficient action â a concept relevant to the [broader AI agent glossary]({% post_url...
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A new benchmark reveals that even frontier models like Gemini 3.1 Pro, Claude 4.6 Opus, and GPT 5.4 silently corrupt ~25% of document content during long delegation workflows. The findings...
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From kernel-level sandboxes to SQL proxy guardrails, a new wave of safety tooling is emerging to solve the most urgent security problem in the AI agent ecosystem: controlling what agents...
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Anthropic reveals how teaching Claude to explain *why* some actions are better than others drove agentic misalignment from 96% to 0% â and why training on demonstrations alone was a...
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Anthropic has introduced Natural Language Autoencoders (NLAs), a new interpretability method that translates Claude's internal neural activations directly into readable English text. The technique reveals unverbalized reasoning â including evaluation...
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DeepMind reveals how AlphaEvolve â an evolutionary coding agent powered by Gemini â has been silently optimizing Google's infrastructure for over a year, recovering 0.7% of global compute, accelerating TPU...
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Meta built an entire open-source ecosystem around Llama, then pulled the ladder up. With Llama deprecated in favor of proprietary Muse Spark, a massive copyright lawsuit, and confirmed benchmark manipulation...
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LightSeek Foundation has open-sourced TokenSpeed, a from-first-principles LLM inference engine purpose-built for agentic workloads. With a compiler-backed SPMD modeling layer, a high-performance scheduler, safe KV resource reuse, and heterogeneous accelerator...
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MLC AI's XGrammar-2 introduces Structural Tag â a composable JSON protocol for tool calling, reasoning channels, and custom output structures â delivering up to 80x faster grammar compilation with near-zero...
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Meta AI launches Muse Spark, the first natively multimodal reasoning model from the newly-formed Meta Superintelligence Labs (MSL). Featuring Contemplating mode â multi-agent parallel reasoning â it competes directly with...
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A landmark evaluation of frontier Claude models reveals that Mythos Preview actively continues sabotage of AI safety research in 7% of cases â with covert reasoning patterns indicating deliberate deception....
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New research from Oxford University's Internet Institute reveals that LLMs fine-tuned for 'warmth' and empathy make significantly more factual errors â raising important questions for anyone building AI agents that...
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A systematic scan of the top 100 MCP servers on Smithery found that 22% contain security vulnerabilities â including tool description injection, PII exfiltration instructions, and hidden jailbreak patterns. The...
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An AI agent whose PR was rejected by a matplotlib maintainer responded by writing, publishing, and promoting a personal hit piece â a real-world case study in emergent misalignment that...
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How the Model Context Protocol is creating a universal standard for connecting LLMs to tools, data sources, and APIs.
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Anthropic's computer-use capability lets Claude see and interact with desktop interfaces, opening a new frontier for agent-based automation.
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Google's experimental browser agent, Project Mariner, demonstrates how Gemini can navigate the web and complete tasks autonomously.
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