my main problem with deep research (or similar tools) is the quality of sources themselves. Especially when trying to pull out information in the Indian scenario.
@waitin4agi_
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Using o1 as Reward Model for Output Selection
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The code here yes, but concept is likely. It is quite likely they used o1 as a reward model/critic to choose from a group of outputs
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O1 as Reward Model for Output Selection
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The code here yes, but concept is likely. It is quite likely they used o1 as a reward model/critic to choose from a group of outputs
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Project 11A: Setting AI Performance Bars with Private Demos
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we are trying to set a bar and meet it. We could slowly up the bar (which we will anyway do) or raise it to dizzying heights when we announce Project 11A. I want to do a few private demos first though for a vibe check
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Optimizing AI Reasoning with Shorthand Chain of Thought Language
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I asked o3 on how I’d optimize this for faster reasoning and one of the ideas it gave me was to invent a shorthand language for the chain of thought to guzzle less tokens https://
gist.github.com/willccbb/46767
55236bb08cab5f4e54a0475d6fb
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Finding Competitive Moats in Commodity Markets
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the only way to see what things will have moats in the future is to find a thriving business in a decades long market where the product is a total commodity that anyone can produce and ask yourself where the margin is coming from. For example sugar water and Coca Cola. Then
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Crowd Control at Scale: Elite Skill for Managing Mass Behavior
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At scale the crowd is a monster that just wants to be petted. Crowd control is elite S tier skill that takes like a few decades to get good at. The monster is not easy to tame.
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World decisions driven by vibes not data insights
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When you get something like 10-50k comments a day across channels, you realise the world’s decisions are run entirely on vibes lol
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Credentials Barrier: Anyone Can Learn Development Today
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We’re a highly credential + fear based country. Someone without 4 year degree in game development feels like they’re unqualified to make a game for example but actually today anyone can learn anything quickly