The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

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Insight
Wang: The Chat Paradigm Is Too Constrictive for AI Agents
“I mean, right now we're so stuck as a I think tech industry still on the sort of like chat paradigm and, you know having everything be a chat with one of these models. And I think that's a constrictive paradigm to enable agents to actually really start working…”
Alexandr Wang Dec 11, 2024 ▶ 24:08 AI Predictions for 2025: Geopolitics, Agents, and Data Scaling — With Alexandr Wang
Insight
Wang: Designing UX for imperfect outputs is 99% of the agent challenge
“Having a product experience, which Where you don't expect it to be perfect, but you expect it to be pretty good. I think that's like, 99% of the challenge, and that's why we haven't seen it yet, despite the fact that the models already can do a lot of this stu…”
Alexandr Wang Dec 11, 2024 ▶ 28:35 AI Predictions for 2025: Geopolitics, Agents, and Data Scaling — With Alexandr Wang
Insight
Wang: Dynamic single-model reasoning is superior to rigid multi-agent pipelines
“It's a very sort of regimented way to try to enable the systems to do multi-step reasoning. Cause ideally what you want the model to do is to just like how a human does, be able to sort of go through and figure out what are the bits of pieces it needs to know …”
Alexandr Wang Dec 11, 2024 ▶ 49:36 AI Predictions for 2025: Geopolitics, Agents, and Data Scaling — With Alexandr Wang
Insight
Wang: Ideal AI agents must passively observe all digital communication flows
“An ideal AI agent is one that, that I think is observing and naturally in all the sort of like core flows of information and core flows of context that you are in digitally. So, you know, it's in all your Slack threads. It's only your email threads that like, …”
Alexandr Wang Dec 11, 2024 ▶ 26:11 AI Predictions for 2025: Geopolitics, Agents, and Data Scaling — With Alexandr Wang
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