Absolute Zero: Reinforced Self-Play Reasoning with Zero Data, AI learns to reason by inventing and solving its own Python coding challenges, using RL, no human data needed. Author explanation: https://x.com/\_AndrewZhao/status/1919920459748909288.
Federico UlfoZeroSearch: incentivizing search in LLMs without searching. ZeroSearch is a curriculum-based RL framework that teaches LLMs to retrieve information using self-generated documents: https://x.com/omarsar0/status/1920469148968362407
Federico UlfoContinuous Thought Machines (CTM)
Sakana proposes a new neural architecture (CTM) built from the ground up to use neural dynamics as a core representation for intelligence. Using neural dynamics as a first class citizen, CTM shows some interesting emergent behavior. CTM are naturally easier to interpret.
CTM can decide to think less once it finds a pattern, using a process similar to how humans think, this enables to save energy.
Federico UlfoVesuvius Challenge found the title of a scroll for the first time! This one was about "On Vices, Book 1" by Philodemus. Read more.
Federico UlfoSearch across events, members, and blog posts