2026-10-11 17:09 UTC

context-compression

band: coolmomentum: stable score: 0.063
temperature history

Episodes (4)

Independent replication will determine whether Distil’s statistical decision-equivalence gates can reduce coding-agent context usage without materially changing tool calls or SWE-bench task outcomes.
expirednovelscott: none
Independent evaluations will determine whether World Model Optimizer can route repetitive agent tasks to trace-distilled smaller models at roughly half the cost of frontier-only serving without material quality loss.
expirednovelscott: none
Independent use will determine whether Graphify’s released repository-map layer materially reduces coding-agent context consumption and preserves useful continuity across sessions and repositories.
corroboratedknownscott: low
Headroom Labs claims its released reversible-compression layer reduces context tokens sent to LLMs while exactly recovering the original content, potentially lowering agent inference costs and extending usable context capacity.
expiredconvergesscott: medium

Trajectory notes