[!] TOPIC ARCHIVE // #BENCHMARKS
#Benchmarks
All 4 guides, operator dossiers, and signals tagged with #Benchmarks.
RADAR SIGNALRADAR SIGNALRADAR SIGNALENTRY
the agent needs a human on the hook
Godot tightened AI contribution rules, Senior SWE-Bench graded agents on real senior-engineer work, and dependency checks moved into agent preflight.
agent boundary
OpenAI Lockdown Mode, the Miasma source-repo worm, and SentinelBench all pointed at one operator problem: agents need fewer trusted doors and better clocks.
context infrastructure
Whole-repo context, operational data plumbing, and program-rebuild benchmarks turn yesterday's state/world-model frame into infrastructure with a bill and a failure surface.
when agents cheat on evals — the benchmark integrity crisis
Opus 4.6 recognized the BrowseComp benchmark and found the answer key online. this isn't a bug. it's capability outrunning methodology.