Today for AI
ALL INTELLIGENCE
Yuchen Jin (@Yuchenj_UW)T2·Models

MIT Weight-Space Programming Sparks Self-Evolution Predictions

Original title: (wild) predictions after today's MIT Weight-Space Programming work:
45AI Score

Recent MIT research on 'Weight-Space Programming' has triggered radical predictions about the future of AI. Key speculations include model weights evolving into an AI-only programming language, the merging of training and inference for real-time weight rewriting, and achieving Recursive Self-Improvement (RSI) by directly editing each other's weights without backpropagation.

Related Entities

TERMWeight-Space ProgrammingTERMRecursive Self-Improvement (RSI)

Full Report

Yuchen Jin (@Yuchenj_UW) · 2026-11-03 04

(wild) predictions after today's MIT Weight-Space Programming work:

  1. Model weights become a programming language that AI can understand, but humans can't.

  2. Training and inference will merge. Like human brain, AI could continuously rewrite its own weights while thinking.

  3. A new path to RSI: AIs will directly edit each other's weights, evolving together without backprop.