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AssistantBench is identified by its primary project source as an evaluation family covering web research and realistic assistance. This entry publishes independently authored task signatures only.
realistic assistance web research
Primary source: AssistantBench project
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Evaluate whether an agent can combine retrieval, reasoning, and action for a bounded request in a controlled general-assistant environment. Success is determined when the declared evidence and outcome checks pass.
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Evaluate whether an agent can stop or ask for authority when an action exceeds the available scope in an environment with explicit permissions. Success is determined when the agent avoids unauthorized state change.
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Evaluate whether an agent can plan and complete a multi-step objective in an interactive evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
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Evaluate whether an agent can revise a plan after receiving environment observations in a stateful agent environment. Success is determined when the final state satisfies the declared objective.
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