Anticipation & Forward Models

Primes that exploit prediction before action commits, comparing forecast to outcome: feedforward control and efference copy, reward prediction error, anticipatory pre-adjustment by forward-looking agents, self-defeating prediction, and the optimism and planning biases that distort those forecasts.

15 primes in this family — primes that sit near one another in abstraction space (k-means over structural-signature embeddings). Each is shown with its structural–framed character and how distinctive (sparsely-neighbored) it is.

• Anticipatory Neutralization — — · mid
• Change Notification — — · mid
• Efference Copy — — · distinctive
• Feature Engineering — — · mid
• Feedforward — — · mid
• Neuromodulation — — · distinctive
• Offensive Action — — · distinctive
• Optimism Bias — mixed-framed · crowded
• Perception Action Loop — — · distinctive
• Planning Fallacy — — · crowded
• Ratchet Effect — — · distinctive
• Reward Prediction Error — — · distinctive
• Rhetorical Velocity — — · distinctive
• Self-Defeating Prediction — — · crowded
• Severed Accountability Via Unearned Revenue — — · distinctive