First Draft Club

Agents are reflecting and learning

Feels just like yesterday that OpenAI launched o1 to crickets.. only to be out-headlined by DeepSeek and their new reasoning model. I think it's easy for us to dismiss what reasoning models are capable of.. "just prompt it a little different". We still compare them against their language model brethren. They're different

Dig into the training method and you realize company after company hit ceilings on their ability to throw parameters and more data to infinitely get their models.. smarter..

I've said it before and I'll say it again. I'm less impressed the by the models and their ability to sound vaguely human, but really impressed by their ability to understand us and what we say. Now they can see and hear. But now.. they're reflecting (?)

Next frontier that we're just getting a glimpse into is having our agents be able to think ahead and learn from past mistakes. We saw the primitives of it with Yohei Nakajima trying to push the boundaries of the Pippin framework..

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