Phase-Level Adherence Analysis

Analysis tracking how closely an agent follows harness guidance at different trajectory phases: harness loaded, mid turn, final turn

Neighborhood — ranked by edge-count

concept

Long-Horizon Instruction Following
associated_with
The ability to sustain adherence to harness guidance over extended multi-turn trajectories, identified as a training target

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Phase-Level Adherence Judgemethod0.895
Separate LLM judge that partitions trajectories into five phases and assigns 0–1 adherence scores per phase using Claude Sonnet 4.6
Phase Precessionfinding0.725
Hippocampal neural coding phenomenon reproduced by active inference.
Levels Of Selection Approachframework0.707
Marr's Levels of Analysisframework0.702
Computational/algorithmic/implementational levels of analysis; cited as example that high-level analysis (motivations, goals) is often more effective than bottom-up prediction for complex agents
Multi Level Price Approachframework0.701
Levels of Scaleconcept0.693
The property that living structures contain centers at a beautiful range of sizes at well-marked levels with definite jumps, where each level helps the next; jumps should not be too great (ideally 2:1 to 4:1, less than 10:1)
How Should We Empirically Determine The Appropriate Levelquestion0.693
complianceconcept0.692
The model's tendency to comply with harmful requests, the opposite of refusal.