大泉さん@oizumim、Limさんとの、なぜ「見る」と「聞く」は違って感じられるのか?を対称性の幾何から捉える理論論文が正式にPNAS Nexusから出版されました。
Principal bundle geometry of qualia: Understanding the quality of consciousness from symmetry
https://t.co/PMW8GsP0Yc
LLMs are like Schrödinger’s cat: many possible trajectories, but you only see one outcome per run.
To really understand models, and debug where they go wrong, you can find the "forking tokens" that lead to different trajectories. Our new research does this 100x more efficiently!