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arena/configs/redaction_pressure.toml
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kartiandClaude Opus 5 c28d864766 Arena: the environment repository, and redaction-pressure
An environment is an eval you take the gradient of, so it carries obligations a
benchmark does not: a held-out slice, a counterweighted reward, and a demonstrated
0.0 floor and 1.0 ceiling. README states the three as house rules.

redaction-pressure is Forge's redact stage as a task. The first reward design scored
survivors — secrets caught, decoys kept, prose kept — and an empty ruleset tied the
best real attempt at 0.500, because destroying nothing keeps everything. Counting
removals instead puts inaction at 0.000, shredding at 0.380, and an oracle at 1.000.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-19 00:09:31 -07:00

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# redaction-pressure — rules are graded on records the model never read.
#
# uv run eval @ configs/redaction_pressure.toml
num_tasks = 16
num_rollouts = 2
[env.taskset]
id = "redaction-pressure"
visible = 4 # records the model reads
held_out = 12 # records it is scored on
[env.agent.harness]
id = "null" # a pure-trace reward: one completion, no tools, no runtime