Training Efficiency

Stop Calling It “Recursive Self-Improvement.” Here’s What’s Actually Happening.

A new paper titled Dream-RSI promises Recursive Self-Improvement in AI, but the reality is far more pragmatic. It isn’t a model achieving unbounded self-improvement; it’s a brilliant training-efficiency mechanism where the environment evolves alongside the model. We are so desperate for the singularity that we’ve started labeling efficiency as magic.