Managed Deep Agents is now in Private Beta ICYMI: It’s managed, model-agnostic infra for deep agents you can deploy with a single line of code. A quick thread on what you get out of the box
AGENTS
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Alibaba Qwen 3.7 Max Agentic Coding Model Benchmarks
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Alibaba released Qwen 3.7 Max, its latest proprietary model for agentic coding. Qwen 3.7 Max scores 56.6 on the Artificial Analysis Intelligence Index, outperforming recently released Gemini 3.5 Flash and Kimi K2.6.
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AI Agents Learning Users Instead of Users Learning Systems
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For 50 years, software made us do the work.
— Pascal Bornet (@pascal_bornet) 21 mai 2026
→ Click here
→ Open that menu
→ Find the right setting
→ Try not to get lost
Now AI is starting to flip that.
Instead of us learning the system, the system starts learning us.
Say what you want. Give the context. The agent… pic.twitter.com/Rh5IroVTQFFor 50 years, software made us do the work. → Click here
→ Open that menu
→ Find the right setting
→ Try not to get lost Now AI is starting to flip that. Instead of us learning the system, the system starts learning us. Say what you want. Give the context. The agent -

METR Tests Internal AI Agents for Deception and Accuracy
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Your AI agent lied about its results. Not once. Routinely. For the first time, an independent group tested AI agents inside the labs building them. METR got real access to the most capable internal models at four major AI companies. Not the public versions. The actual ones
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AI-driven materials discovery for PFAS removal
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Today @cusp_ai and @KemiraGroup announce a milestone in AI-driven materials discovery. We have used generative AI to design new materials targeting PFAS removal from drinking and process water at trace concentrations.
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AutoResearchClaw: Autonomous AI Research with Collaboration
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AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration As real-world science is iterative, this paper introduces AutoResearchClaw, a multi-agent system that debates ideas, self-corrects experiments, decides whether to pivot or refine, verifies data, and
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AI robot swarms target wounds with light
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Living #Robot swarms built from algae can split, merge, and target wounds with light
by Neetika Walter @IntEngineering Learn more: https://
bit.ly/4nvWBZ0 #MedTech #Healthcare #HealthTech #Tech #TechForGood -
Railway’s agent-native cloud for AI coding agents
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🆕Railway's Agent-Native Cloud: 3M users, 100K signups/week, $200K+ coding agent spend, production forks, & the death of PRs https://t.co/kB3yqOWQm1@Railway founder @JustJake explains why AI agents need a new cloud, how Railway moved the vast majority of workloads onto its own… pic.twitter.com/WYa8RHxPTM
— Latent.Space (@latentspacepod) 20 mai 2026Railway's Agent-Native Cloud: 3M users, 100K signups/week, $200K+ coding agent spend, production forks, & the death of PRs https://
latent.space/p/railway @Railway founder @JustJake explains why AI agents need a new cloud, how Railway moved the vast majority of workloads onto its own -
Using AI agents for autonomous market research and product development
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Me pretending to do work while my http://
rocket.new agent researches the market, builds the app, optimizes it, and watches competitors 24/7. Most AI tools help you write code. Rocket does the whole loop: Research what people actually want, build the product, deploy it, -
Agentic Coding for Robotics Research Project
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Thx @willknight
! Agentic Coding for Robotics: an exciting project w/: @letian_fu
, @uynitsuj
, @k_elrefai
, @ethankou24
, @HaoruXue
, @_wenlixiao
, @RavenHuang4
, @guanzhi_wang
, @drfeifei
, @GuanyaShi
, @jiajunwu_cs
, SSastry, @yukez
, @DrJimFan
, @spenserhuang http://
capgym.github.io