The Sequence Knowledge - Issue 941: Learning RSI: The Model Is Frozen. The System Is Not.
TheSequence 2 weeks ago 4
The Sequence Knowledge (Issue 941) explains that an agent can improve over a season even when its underlying model is frozen with no gradient updates. The story points to Issue 941 as its specific installment describing how change happens outside the model across spring versus summer. It argues that improvements come from other system layers—besides model weights—so users see better behavior without technical learning inside the model itself.