Ma Yi Reiterates End-to-End Models Will Return to Closed-Loop Learning

Professor Ma Yi reviewed the evolution of AI architectures, reaffirming the importance of the closed-loop transcription (CTRL) framework he proposed five years ago. He insists that true intelligent systems must learn via closed-loop feedback.

2026-08-06 ~ 2026-08-07 · 3 related posts

• Yi Ma Reaffirms Closed-Loop Learning: End-to-End Models Will Return to Feedback — YiMaTweets · 2026-08-06
• Yi Ma Reaffirms Closed-Loop Feedback: End-to-End Will Return to Closed-Loop Learning — YiMaTweets · 2026-08-06
• Yi Ma and Yann LeCun Recall Closed-Loop Learning Framework Once Rejected by Top ML Conferences — YiMaTweets · 2026-08-07