Theta
@trytheta
Self-Learning for AI Agents
Introducing CUB: Humanity's Last Exam for Computer and Browser Use Agents
we've been misled to believe that manual prompt hacking is the solution to teaching LLMs how to approach complex problems. why write a "magic prompt" to pattern match for every type of problem you might care about, when LLMs have already shown extraordinary ability to self-review…
We're missing (at least one) major paradigm for LLM learning. Not sure what to call it, possibly it has a name - system prompt learning? Pretraining is for knowledge. Finetuning (SL/RL) is for habitual behavior. Both of these involve a change in parameters but a lot of human…
Theta (@trytheta) allows AI agents to learn from their mistakes in real-time. Their memory layer has already improved the accuracy of OpenAI Operator by 43% with 7x fewer steps taken. ycombinator.com/launches/NTK-t… Congrats on the launch, @RayanGarg, @tsha444, and @_gurvir_!