One such breakthrough is augmenting the AI’s text-based scratchpad (chain of thought) with a higher-bandwidth thought process (diff - neuralese vs. COT). Another is a more scalable and efficient way to learn from the results of high-effort task solutions (iterated distillation and amplification).