The Ledger

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Opinion
Polu: Fully autonomous AI models 'get lost' and are not ready
“The AutoGPD approach, obviously, is extremely exciting, but we know that the agentic capability of models are not quite there yet. It just gets lost.”
Stanislas Polu Nov 11, 2024 ▶ 27:25 Agents @ Work: Dust.tt — with Stanislas Polu
Insight
Polu: Hierarchies of simple agents will unlock Auto-GPT level value
“Once you have those working really well, you can create meta agents that use the agents as actions, and all of a sudden you can kind of have a hierarchy of responsibility that will probably get you almost to the point of the auto GPT value.”
Stanislas Polu Nov 11, 2024 ▶ 33:55 Agents @ Work: Dust.tt — with Stanislas Polu
Insight
Shah: Early frameworks like AutoGPT assumed model reasoning that didn't exist
“So if you look at the first Implementation of like agent frameworks. You look at you know, baby AJI and auto GBT. I think it was an auto gen. That's the Microsoft one. They were way ahead of their time because they assumed this level of reasoning and execution…”
Dharmesh Shah Mar 28, 2025 ▶ 5:34 The Agent Network — Dharmesh Shah, Agent.ai + CTO of HubSpot
Insight
Polu: Models make mistakes when given high-level instructions and many tools
“If you provide a very high level Kind of an auto GPT-esque level in the instructions and provide 16 different tools to your model. Yes, we're seeing the models in that state making mistakes.”
Stanislas Polu Nov 11, 2024 ▶ 33:26 Agents @ Work: Dust.tt — with Stanislas Polu
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