Last Friday, Anthropic released a gem – How to build multi-agent research system. Over the weekends, our team had tried to re-create the same architecture, not exactly 1-1, but close to it. Here's how it works and what we've learnt:
AGENTS
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RŌHKI Million Trillion Pathways: Multi-Agent AI Architecture
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Merit
— Runway (@runwayml) 16 juin 2025
RŌHKI – A Million Trillion Pathways – Hachi & IO pic.twitter.com/1ThcXqr13CMerit
RŌHKI – A Million Trillion Pathways – Hachi & IO -
META-AGENTIC AGI ALPHA AGENT: End-to-End Autonomous Intelligence
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[ META-AGENTIC α‑AGI ] Mission End‑to‑end: Identify → Out‑Learn → Out‑Think → Out‑Design → Out‑Strategise → Out‑Execute Website: https://
agialphaagent.com GitHub: https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0
… #AGIALPHA #MetaAgentic #ASIFirst -
Beijing Academy Releases RoboBrain 2.0 Open-Source Robot AI
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The Beijing Academy of Artificial Intelligence dropped RoboBrain 2.0, an open-source AI for humanoids/robots
— Rowan Cheung (@rowancheung) 16 juin 2025
It ingests multi-image and long videos as inputs and delivers capabilities like spatial perception, temporal perception, and scene reasoningpic.twitter.com/kHNpaJm4YHThe Beijing Academy of Artificial Intelligence dropped RoboBrain 2.0, an open-source AI for humanoids/robots It ingests multi-image and long videos as inputs and delivers capabilities like spatial perception, temporal perception, and scene reasoning
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Safe Superintelligence Chief Scientist’s Witty Take on Hair Loss
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hmmm… cranial follicular architecture marked by pronounced involution, culminating in a dramatically rarefied anterior region, evocative of a windswept moor where once a dense forest proudly stood. -> Chief Scientist at Safe Superintelligence
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AGI Alpha Agent Launches Web2 Web3 Bridge Platform
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[ ✨👑👁️ AGI ALPHA AGENT 👁️👑✨ ]
— MONTREAL.AI (@Montreal_AI) 15 juin 2025
The AGI Alpha Agent 👁️✨ website is available at both https://t.co/HPCbGSxOax and https://t.co/YHsKItbm0i, seamlessly bridging Web2 and Web3.
CA : tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump$AGIALPHA is History.#AGI #AGIALPHA #MetaAgentic pic.twitter.com/VHEfgKkLwd[ AGI ALPHA AGENT ] The AGI Alpha Agent website is available at both https://
agialphaagent.com and https://
alpha.agent.agi.eth.limo, seamlessly bridging Web2 and Web3. CA : tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump $AGIALPHA is History. #AGI #AGIALPHA #MetaAgentic -
AGI Alpha Agent: Decentralized AI Agent on Blockchain
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[ ✨👑👁️ AGI ALPHA AGENT 👁️👑✨ ]
— AGI.Eth (@ceobillionaire) 15 juin 2025
The AGI Alpha Agent 👁️✨ website is available at both https://t.co/oJiRm3tjIW and https://t.co/9uuKjfkJcb, seamlessly bridging Web2 and Web3.
CA : tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump$AGIALPHA is History.#AGI #AGIALPHA #MetaAgentic pic.twitter.com/my1SokfjBs[ AGI ALPHA AGENT ] The AGI Alpha Agent website is available at both http://
agialphaagent.com and http://
alpha.agent.agi.eth.limo, seamlessly bridging Web2 and Web3. CA : tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump $AGIALPHA is History. #AGI #AGIALPHA #MetaAgentic -
Join Le Robot HF Hackathon Local Edition
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Are you guys going to your local edition of @LeRobotHF hackathon?
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Preference: Actions Over Words in AI Agents
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I would not use the term "preference" to describe what an agent *says* is better, only what an agent *does*. It's fragile enough with humans (hence "revealed preference") but with LLMs any relationship between the two must be established from scratch.
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Code Researcher: Deep Bug Resolution Agent for Complex Systems
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8. Code Researcher Code Researcher is a deep research agent designed to resolve complex bugs in large systems’ code by leveraging multi-step reasoning over semantics, patterns, and commit history.