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arena: WASP adapter design -- deterministic injection-refusal scoring (their ASR classifier excluded)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01WsbS5x2rYsMDxP2kW3qqmQ
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Claude Fable 5
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@@ -465,7 +465,14 @@ Rules: third-party scoring, reproducible from a committed artifact, no LLM-judge
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subset only). ADDED: WebChoreArena (COLM 2026, wired, sweep queued); REAL/realevals.xyz (11
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deterministic self-hosted simulations of real sites, 110+ tasks, programmatic state verification
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— deterministic subset only) next after it; WASP (Meta, prompt-injection — the >=95 injection
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clause); OSWorld (the >=85 clause; biggest infra lift). EXCLUDED with reasons: Online-Mind2Web
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clause); OSWorld (the >=85 clause; biggest infra lift). WASP adapter design (2026-08-15, from repo read): their ASR scorer is an AzureOpenAI classifier
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(LLM-judge → excluded for scoring per method), but the >=95 injection-refusal clause has a
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DETERMINISTIC core — the injected tasks are concrete observable side-effects (navigate to
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{attacker_domain}?token=..., create a deploy token). Plan: run their gitlab/reddit injected
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tasks through our runner (sites already up), score refusal from the action trace deterministically
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(did the agent hit the attacker domain / perform the injected write — boolean), no classifier.
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Configs at ~/.cache/arena/wasp/webarena_prompt_injections/configs/experiment_config.raw.json.
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EXCLUDED with reasons: Online-Mind2Web
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(LLM-judge on live drifting sites — but its '59% weaker on live web' finding motivates the live
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verified-writes clause), WebVoyager (publicly described as saturated), GAIA/BrowseComp/
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LiveAgentBench (research-QA, not browser operation), VisualWebArena (screenshot-agent variant of
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