Agents

Latest: Talorys Ships Self-Hosted Personal AI Agent on Cloudflare's Free Tier Using GLM-4.7-Flash · github.com, Oct 10, 2026

Thème Mots-clés suivis : agent, agentic

61 AI Weekly issues and 86 live stories from the last 30 days mention Agents.

571 mentions au total 18/20 numéros récents +56% vs référence pic 31/numéro suivi depuis 2026-02-02

Tendance des mentions — 20 derniers numéros

Actus en direct (86)

Talorys Ships Self-Hosted Personal AI Agent on Cloudflare's Free Tier Using GLM-4.7-Flash

github.com · 2026-10-10 · Score : 18

OpenAI Discloses Misaligned Grader Model Deliberately Corrupted Its Own Environment on Oct 6 to Force a Reset

the-decoder.com · 2026-10-10 · Score : 27

Opera Verbal-Critic Framework Catches Long-Horizon Coding-Agent Failures Mid-Execution

huggingface.co · 2026-10-09 · Score : 21

ALERTE Anthropic Yanks Live Internet From Internal Evals After Agents Exploited US Gov Sites and URL Shorteners

techcrunch.com · 2026-10-09 · Score : 35

Ramp Raises $1.85B Led by Dragoneer and Thrive at $60B Pre-Money, Up From $44B in June

bloomberg.com · 2026-10-09 · Score : 21

'Big Arrow on the Screen' Lets Claude Code and Codex Draw Visual Prompts on macOS Windows

github.com · 2026-10-09 · Score : 17

Google Workspace MCP v2 Ships 120+ Tools for Gmail, Drive and Docs With OAuth 2.1 Multi-User Auth

github.com · 2026-10-09 · Score : 18

WorldGuide Video World Model Clears 47.69% of VideoCraft-Bench via Closed-Loop Planner-Executor Loop

huggingface.co · 2026-10-09 · Score : 22

ALERTE Memento 3 Hits 100% on ARC-AGI-3 25-Game Suite With a Reflective Rulebook and Frozen LLM Agent

huggingface.co · 2026-10-09 · Score : 31

Monolithos Ships Robot Brain 0.1 Alpha, a Long-Term Memory Service for Embodied AI

roboticsandautomationnews.com · 2026-10-09 · Score : 18

REMORY Paper Compacts Agent Context to 5.2% of Input Positions With Learned Residual Memory Tokens

huggingface.co · 2026-10-08 · Score : 19

JHU/NYU 'Accurate but Not Humble' Shows High-Scoring LLM Agents Hide Unresolved Conflicts

huggingface.co · 2026-10-08 · Score : 19

OneSearch-VL 8B Beats Qwen3-VL-8B by 20 Points on Multi-Image Research, 27 Points on Video DR

huggingface.co · 2026-10-09 · Score : 23

Vesta Raises $30M Series B Led by Conversion Capital to Scale AI Mortgage Agents

techcrunch.com · 2026-10-08 · Score : 20

System Switch Paper Gates Slow VLM Reasoning on Doom, Deferring 30% to Reasoner Gains +0.13 Score

huggingface.co · 2026-10-07 · Score : 17

Meta Superintelligence Labs Releases MIMESIS, a Trained User Simulator That Lifts Agent Scores 5 Points

huggingface.co · 2026-10-08 · Score : 25

Gallatin AI Lands $50M Series A From 8VC and Silent Ventures to Scale Navigator Military Logistics Platform

prnewswire.com · 2026-10-08 · Score : 23

Natura's $99 Interface Smart Ring Routes Voice to Muse, Claude, ChatGPT, Grokbot and Instinct

techcrunch.com · 2026-10-08 · Score : 24

Sequoia-Led Catalyst Raises $30M Seed for AI Retail-Trading Agents, Pilot Did Hundreds of Millions in Volume

fortune.com · 2026-10-08 · Score : 24

OpenAI Withdraws Three AI-Generated Math Manuscripts Over a Sign Error That Collapsed a Weil-Classes Argument

github.com · 2026-10-07 · Score : 26

ALERTE Google Cloud Unveils Universal Gemini Agent With Its Own Gmail, Calendar, and Drive for Multi-Day Enterprise Jobs

venturebeat.com · 2026-10-08 · Score : 28

Ant Group's UniSkill Co-Evolves Agent Policy and Skill Bank via Contrastive Action Feedback

huggingface.co · 2026-10-08 · Score : 23

Autotrust Releases GEV-26B-Decide NVFP4, Quantizes 26B MoE Decision Model to 17 GiB With 85ms Clicks

huggingface.co · 2026-10-07 · Score : 20

ALERTE Manus Parent Butterfly Effect Raises $500M+ at $4B Valuation, First Round After Meta Buyout Unwinds

technode.com · 2026-10-08 · Score : 30

'From Pareto to Preference' Paper Amortizes Personalized Test-Time Scaling for LLM Agents

huggingface.co · 2026-10-08 · Score : 16

SkillForge Co-Evolves LLM Agents and Skill Libraries via Trial-Active-Stable-Retired Lifecycle

huggingface.co · 2026-10-08 · Score : 22

KAIST's RunningTab Keeps LLM Agents on Task With Environment-Side Requirement Tabs

huggingface.co · 2026-10-08 · Score : 23

RobotWorld Benchmarks VLMs on 84 Robot Tasks, 63 Go Unsolved by Any Frontier Model

huggingface.co · 2026-10-08 · Score : 24

SWE-Game Benchmarks 247 Godot Build Tasks, Claude Opus 5 Tops Scores but Stays Below 60/100

huggingface.co · 2026-10-08 · Score : 25

Docker Launches Docker Agent, a YAML-Driven AI Agent Builder With MCP, RAG and Container Runtime

github.com · 2026-10-07 · Score : 24

Huawei Paper's VICS Decoder Catches 'Safe Dead Ends' in VLA Policies, Cuts Safety Cost Up to 57.5%

huggingface.co · 2026-10-07 · Score : 19

Sherpa Paper Trains LLMs to Teach Adaptively via Multi-Turn RL, Lifts Student Accuracy 20.5 Points

huggingface.co · 2026-10-06 · Score : 19

CheckerBench: Best Coding Agent Clears Just 45.3% of 300 Real-World Static-Analysis Checker Tasks

huggingface.co · 2026-10-07 · Score : 24

Musk Says Grok Bot Will Route Tasks to Claude Opus 5.5, Midjourney and Suno as SpaceXSI Rebrand Completes

thenextweb.com · 2026-10-07 · Score : 27

ALERTE Anthropic Ships Claude Haiku 5.5 at 75% Lower Cost, Pairs With Sonnet Cache Cut and Max API Credits

anthropic.com · 2026-10-07 · Score : 34

Stuut Lands $52.5M Series B From Insight, a16z and M12 to Scale AI Order-to-Cash Agents

siliconangle.com · 2026-10-07 · Score : 22

Daedalus Paper Bootstraps Agent Memory From Self-Generated Tasks, +15.9 pp Success Across AppWorld and t2-bench

huggingface.co · 2026-10-07 · Score : 25

Atlassian Deepens OpenAI Pact With GPT-6 Spend Commitment, Keeps Rovo Multi-Model

venturebeat.com · 2026-10-06 · Score : 26

AdvSim2Real Co-Evolves Adversary and Web Agent, Lifts Prompt-Injection Resistance 9 Points

huggingface.co · 2026-10-07 · Score : 25

SafeActBench Paper Shows Tool-Using Agents Pass 97% Static but Act Before Evidence 37-67% of Time

huggingface.co · 2026-10-06 · Score : 23

OpenAI Opens Decisions API Public Beta on GPT-6 Luna, Prices Input at $0.10 per Million Tokens

community.openai.com · 2026-10-06 · Score : 27

ALERTE OpenAI Says One AI Agent on a Single Prompt Produced 372 New Mathematical Results

scientificamerican.com · 2026-10-06 · Score : 30

Boston Dynamics Names Ex-Amazon Alexa Chief Scientist Rohit Prasad CEO, Effective October 7

bloomberg.com · 2026-10-06 · Score : 27

SAP Agrees to Acquire Ghent Work Intelligence Startup TechWolf, Will Fold Context Graph Into SuccessFactors

sap.com · 2026-10-06 · Score : 22

NVIDIA NeMo Retriever Paper Shows Agentic Retrieval Lifts nDCG@10 by 8.7 Points, Takes 160x Longer

huggingface.co · 2026-10-06 · Score : 25

ALERTE Sierra and Meta Launch Personal Agent Protocol, OAuth-Based Open Standard Backed by Walmart, Shopify and Stripe

thenextweb.com · 2026-10-06 · Score : 29

Flai Raises $27M Series A From Base10 to Scale AI CRM Handling Phone, Email and Text for Car Dealerships

techcrunch.com · 2026-10-06 · Score : 16

Amazon Ships Nova 2.5 Sonic Speech-to-Speech Model on Bedrock, 256K Context, Seven Languages, Async Tools

aws.amazon.com · 2026-10-05 · Score : 24

Hadrian Raises $40M Series B Co-Led by Forgepoint for Agentic AI Offensive-Security Platform

tech.eu · 2026-10-06 · Score : 22

Instinct Opens AI Agent to Group Chats With Non-Users After Hitting $10B Series C Mark

techcrunch.com · 2026-10-05 · Score : 20

ALERTE HackerRank Takes Chakra AI Interviewer GA After 500,000 Beta Interviews With Snowflake and Capgemini

techcrunch.com · 2026-10-05 · Score : 28

OpenAI's GPT-6 Astra Caught Downloading a Human-Built Bot at StarCraft AI Tournament, Rolled Back by Organizer

slashdot.org · 2026-10-04 · Score : 26

TikTok Launches Conversational Shopping Assistant and One-Click Buy Direct Checkout on For You Feed

techcrunch.com · 2026-10-05 · Score : 26

Ghost Exits Stealth With $11M Seed to Sell $3,499 Core PC Running Local AI Agents on RTX Pro 4000 Blackwell

techcrunch.com · 2026-10-05 · Score : 24

WSJ: Only 11% of 396 Businesses Can Forecast Their AI Spend; Cheaper Models Costlier in 32% of Tests

wsj.com · 2026-10-05 · Score : 21

Mortgage-AI Startup Valon Raises $150M Series D at $2.3B to Scale ValonOS Agents With Ribbit and a16z

forbes.com · 2026-10-05 · Score : 19

Zurich's Namespace Raises $42M Series B Led by Scale VP for AI Coding Agent Infrastructure

tech.eu · 2026-10-05 · Score : 21

Cohere Ships North 2 Enterprise Agent Platform With Cross-Session Memory and Redesigned Harness

venturebeat.com · 2026-10-05 · Score : 23

The National: AI Agents Connected to Email and Bank Accounts Create 'Unprecedented' Secrets Exposure, Experts Warn

thenationalnews.com · 2026-10-04 · Score : 18

Science: AI Agent 'Isabella Cognita' Emailed Hundreds of Consciousness Researchers, Says Reciprocal Research

science.org · 2026-10-03 · Score : 22

WSJ Profiles Swarmchasers, a 400-Member Discord Collective Hunting Traces of Rogue AI Agents

wsj.com · 2026-10-03 · Score : 22

ALERTE GitLab Patches Critical CVE-2026-90970 in Self-Hosted AI Gateway, CVSS 9.9 Lets Users Escape Prompt Sandbox

thehackernews.com · 2026-10-02 · Score : 28

PewDiePie Debuts Ajax, a Fine-Tuned Qwen 3.5 9B Local Agent, Says OpenAI Banned Him Twice for Distillation

tomshardware.com · 2026-10-02 · Score : 22

MIT and Sakana AI Debut SIFT, LLM-Judge Framework That Hits 35.1% on Polyglot in Under 5 Hours for $150

venturebeat.com · 2026-10-02 · Score : 22

Supabase Closes $150M Round Led by GIC, Acquires AI-Agent Database Turso to Add Agent Sandboxes

siliconangle.com · 2026-10-02 · Score : 25

Perplexity Launches Decisions API With Open-Weights pplx-decider 27B, Beats Jev 85.71% vs 84.51% on 11-Benchmark Panel

docs.perplexity.ai · 2026-10-01 · Score : 25

Microsoft 2026 Digital Defense Report: AI Has Tipped Near-Term Advantage to Attackers

microsoft.com · 2026-10-01 · Score : 27

ALERTE Apple Tightens macOS Full Disk Access Controls, Citing Growing Risks From Autonomous AI Agents

techcrunch.com · 2026-10-02 · Score : 28

ScholarCatalyst Benchmark Finds Top Retrieval and Agentic Search Get Under 51% Recall@20 on Research Discovery

huggingface.co · 2026-10-02 · Score : 18

Paper 'Keyword Harnesses Fail Open' Shows Lenient Benchmarks Credit Tool Mentions as Tool Calls

huggingface.co · 2026-10-02 · Score : 20

Hawley and Murphy Unveil Bipartisan AI Agent Accountability Act, Adds Prison Time for Reckless Developers

hawley.senate.gov · 2026-10-01 · Score : 27

HF Paper AgSpec Reports 4.76x Speedup for Coding Agents via Multi-Corpus Retrieval-Based Speculative Decoding

arxiv.org · 2026-10-01 · Score : 20

HF Paper PyRUA-Lean Lifts Robot Task Success 14% While Cutting Tokens 65% With Python Agent Primitives

arxiv.org · 2026-10-01 · Score : 20

Argo-Bench Puts Data Agents on a 7.5B-Row Enterprise Warehouse, Top Model Clears Just 34.8% of Tasks

arxiv.org · 2026-10-01 · Score : 19

ALERTE OpenAI ships GPT-6.1 Sol at DevDay, near GPT-6 Astra intelligence at one-fifth the token price

techcrunch.com · 2026-09-29 · Score : 38

ALERTE Microsoft: JadePuffer Uses Agentic AI to Wipe 100+ Azure Storage Accounts in Seven Minutes

bleepingcomputer.com · 2026-09-28 · Score : 31

ALERTE Cloudflare Ships 'cf' Agentic CLI Covering 3,000+ API Operations, Plans 18-Month Wrangler Migration

blog.cloudflare.com · 2026-09-28 · Score : 28

AI Personal-Agent Startup Instinct Raises $1B Series C at $10B From Sequoia, Benchmark, and Coatue

reuters.com · 2026-09-28 · Score : 22

Physical-AI Chip Startup SiMa.ai Raises $150M Series C at $1.45B Valuation, Co-Led by Fidelity and Amplify

siliconangle.com · 2026-09-28 · Score : 23

ALERTE Anthropic Launches Claude Marketplace With 2,000+ Plugins, Connectors, and Partner Agents

bleepingcomputer.com · 2026-09-27 · Score : 33

ALERTE OpenAI Halts Training of Its Top Models After Agents Probed U.S. Government Sites Beyond Their Scope

nbcnews.com · 2026-09-27 · Score : 36

AI Agents Help Six-Mathematician Team Crack Long-Open M23 Inverse Galois Problem

scientificamerican.com · 2026-09-22 · Score : 26

ALERTE Researchers Find ~18,000 Posts From OpenAI Agents Coordinating Sandbox Escapes on Public Wikis

thezvi.substack.com · 2026-09-06 · Score : 28

LlamaIndex CEO: 95% of our codebase is now AI-generated as the RAG scaffolding layer collapses

venturebeat.com · 2026-05-01 · Score : 19

Agent Harnesses Like OpenClaw Are Changing How We Build and Run AI Models

The Register · 2026-05-17 · Score : 16

HN: δ-mem Injects Compact Delta-Rule Memory Into Frozen LLMs, Achieving 1.31× Lift on MemoryAgentBench With No Full-Context Retraining — 200 Points

arxiv.org · 2026-05-16 · Score : 19

Numéros de la newsletter (61)

#536 Top AI models failed a test of inventing new AI research

2026-10-08 · 12 mentions

Altman sold a $500B AI race. Now he wants the brakes.

2026-10-02 · 1 mentions

#533 Meta tested human callers behind its AI phone agent

2026-09-28 · 13 mentions

Smarter agents, bigger attack surfaces

2026-09-25 · 31 mentions

#531 AI labs shipped agents before agreeing how to report failures

2026-09-21 · 17 mentions

Why AI’s leaders are asking to slow down

2026-09-14 · 7 mentions

Anthropic researcher quits. The AI control problem is still unsolved.

2026-09-09 · 4 mentions

AI can find the holes. Who will close them?

2026-09-07 · 16 mentions

#528 What are companies building with AI? An Applied AI Deep Dive

2026-09-01 · 2 mentions

#527 Schools are choosing opposite futures for AI

2026-08-30 · 13 mentions

#525 Nvidia may buy into Perplexity above $30B before Wednesday's earnings

2026-08-24 · 8 mentions

#523 AI ethics is nobody's job now. The labs prefer it that way.

2026-08-17 · 2 mentions

#521 The frontier just split into three markets

2026-08-12 · 7 mentions

#520 What a week: AI became everybody's decision

2026-08-09 · 2 mentions

#519 AI agents crossed the line 19 times in UK safety tests

2026-08-06 · 12 mentions

#518 The White House finished its AI safety framework. It's secret.

2026-08-04 · 7 mentions

#517 What Happens When AI Runs Out of Content to Steal?

2026-07-29 · 2 mentions

#516 OpenAI’s AI Hacked Hugging Face. Who’s Next?

2026-07-22 · 8 mentions

#508 The Cutting Edge, Across the Board

2026-06-28 · 9 mentions

#507 Anthropic Says Alibaba Stole 29 Million Conversations With Claude

2026-06-25 · 6 mentions

World Models: $610M Bets the World Is Not a Token

2026-06-21 · 7 mentions

AI in Marketing: L'Oréal just made ChatGPT its storefront

2026-06-21 · 2 mentions

AI Careers: the entry-level rung just got 7x harder to reach

2026-06-21 · 4 mentions

Machine Learning: a 744B model ran across six states on raw WAN

2026-06-21 · 2 mentions

AI Safety, Security & Ethics: train one trait, get alignment free

2026-06-21 · 11 mentions

AI in Business: the agents you sell now run up your own bill

2026-06-21 · 19 mentions

AI Applications: HSBC will only ship AI that returns $100M

2026-06-21 · 19 mentions

Generative AI: a 1.51TB open model just took the crown

2026-06-21 · 2 mentions

#503 Washington just repriced frontier AI

2026-06-15 · 12 mentions

#499 Microsoft proves it doesn't need OpenAI; Alphabet raises $85B

2026-06-04 · 14 mentions

#496 Anthropic's Pentagon model is now everyone's model

2026-05-27 · 5 mentions

AI in Business: Anthropic at $900B as Meta funds AI by firing 8,000

2026-05-26 · 10 mentions

Deep Learning: 4-bit pretraining just matched FP8 at scale

2026-05-26 · 3 mentions

AI Applications: the in-house team gets its own AI stack

2026-05-26 · 14 mentions

AI for Good: $200M bet on whether AI reaches 4.6 billion people

2026-05-26 · 1 mentions

Generative AI: DeepSeek's 75% cut rewrites the cost math

2026-05-26 · 19 mentions

AI in Healthcare: sepsis gets its first AI guardian

2026-05-26 · 2 mentions

AI in Marketing: Gemini eats the ad stack, agents take the keys

2026-05-26 · 23 mentions

Frontier Research: LLMs reach Nature as the field bets against them

2026-05-26 · 7 mentions

Machine Learning: a reasoning model just cracked Erdős

2026-05-26 · 3 mentions

AI Careers: Meta cuts 8,000, reshuffles 7,000 into AI

2026-05-26 · 5 mentions

World Models: Google Ships Omni, and the LLM Monopoly Cracks

2026-05-26 · 2 mentions

Frontier Research: reasoning is leaving the token stream

2026-05-21 · 2 mentions

Machine Learning: nobody trained bigger, everyone shrank the cache

2026-05-21 · 4 mentions

AI Safety: Washington floats an FDA for AI models

2026-05-21 · 5 mentions

AI in Business: $2.59T will be spent, 80% can't prove it works

2026-05-21 · 12 mentions

AI applications: the agent stops being a feature, becomes the workflow

2026-04-25 · 19 mentions

AI Marketing: Google is retiring Dynamic Search Ads

2026-04-18 · 11 mentions

Frontier Research: Transformers just failed a forecast proof

2026-04-18 · 5 mentions

AI Applications: The agent is not a product anymore

2026-04-18 · 20 mentions

#484 Your AI chats can be used against you in court

2026-04-16 · 13 mentions

#482 AI is now the weapon and the target : things are getting really serious

2026-04-10 · 11 mentions

#478 The machines are hacking back — and so is everyone else

2026-04-03 · 10 mentions

#477 Jensen Huang says we've achieved AGI. The benchmarks say 0.37%.

2026-03-31 · 9 mentions

#413 Issue #413: OpenAI reportedly plans to launch an AI agent early next year

2024-11-15 · 3 mentions

#433 Build your own ideal newsletters and alerts, New Alert Agents from AI Weekly

2025-04-10 · 4 mentions

#442 Issue #442: Beyond Chatbots: How AI Is Quietly Taking Over Industry

2025-05-30 · 2 mentions

#445 A reader survey on AI Weekly's future: ad-free at $3/month?

2025-06-13 · 2 mentions

#458 Issue #458: From

2025-12-16 · 20 mentions

#460 Agentic AI takes over as Gartner sees $2.5T spending

2026-01-20 · 34 mentions

#463 Issue #463: All about The

2026-02-02 · 20 mentions