AI safety and alignment · MLD-0094
Base optimizer
The outer learning algorithm producing a learned model in mesa-optimization terminology.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
SGD trains a model that may learn an internal search procedure.
Original caveat
Base and mesa describe levels of optimization, not model sizes.
Context and aliases
Level: Advanced. Stages: Training · Evaluation · Research · Governance.
Tags: Safety · RL · SLM · LLM.
Aliases: None recorded.