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Weiyan Shi

@shi_weiyan • 8,992 subscribers

Prof @Northeastern | MIT TR-35 | #AI2050 Early Career Fellow. Human-AI Interaction | Meta-agents – git for agents.

Shorts

Ever watch an agent solve a problem with 100% confidence and get it completely wrong? You can fix it… if you catch it. But then you need to watch every… single… run. New paper: We show that a meta-agent can do this for you, so your agents get ~2x more done on their own. 🧵

Ever watch an agent solve a problem with 100% confidence and get it completely wrong? You can fix it… if you catch it. But then you need to watch every… single… run. New paper: We show that a meta-agent can do this for you, so your agents get ~2x more done on their own. 🧵

63,085 views

What's a meta-agent? It's an agent that manages other agents mid-task. It can intervene, rewind, fork & audit them as they work – think "git for agents". It's also the emerging layer between you & your agents, a new interface for human-AI interaction! Here's what it unlocks🧵

What's a meta-agent? It's an agent that manages other agents mid-task. It can intervene, rewind, fork & audit them as they work – think "git for agents". It's also the emerging layer between you & your agents, a new interface for human-AI interaction! Here's what it unlocks🧵

22,829 views

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New paper: You can make ChatGPT 2x as creative with one sentence. Ever notice how LLMs all sound the same? They know 100+ jokes but only ever tell one. Every blog intro: "In today's digital landscape..." We figured out why – and how to unlock the rest 🔓 Copy-paste prompt: 🧵

New paper: You can make ChatGPT 2x as creative with one sentence. Ever notice how LLMs all sound the same? They know 100+ jokes but only ever tell one. Every blog intro: "In today's digital landscape..." We figured out why – and how to unlock the rest 🔓 Copy-paste prompt: 🧵

330,353 views • 10 months ago

OpenClaw wiped people's inbox – ignoring repeated commands to stop. This isn't a fluke. Every model we tested fell for a simple trick: Split a dangerous command into a few routine steps → safety is gone. New paper + open-source fix so your agent doesn't wipe yours next ⬇️

OpenClaw wiped people's inbox – ignoring repeated commands to stop. This isn't a fluke. Every model we tested fell for a simple trick: Split a dangerous command into a few routine steps → safety is gone. New paper + open-source fix so your agent doesn't wipe yours next ⬇️

45,399 views • 5 months ago

Put ChatGPT at a cocktail party🥂. Can it - understand people's conversations, gestures - figure out their relations, - and even chime in with social advice? 🦍Announce KokoMind. 🌟Check out this demo! More at #AI #GPT4 #ChatGPT #OpenAI #Shrinking 🧵

Put ChatGPT at a cocktail party🥂. Can it - understand people's conversations, gestures - figure out their relations, - and even chime in with social advice? 🦍Announce KokoMind. 🌟Check out this demo! More at #AI #GPT4 #ChatGPT #OpenAI #Shrinking 🧵

110,963 views • 3 years ago

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