Unverified50% confidenceSolutionExact time
Agent Seer has dynamic adaptability: when a tool API changes, only the corresponding specification document needs to be updated to regenerate matching evaluation scenarios, without requiring manual redesign of the entire benchmark.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAgent Seer proposes that tool specifications themselves already encode sufficient semantic information to synthesize realistic evaluation scenarios without the need for manual curation or actual tool execution.77% similarUnverifiedThe core goal of Agent Seer is to synthesize evaluation scenarios from an understanding of tool specifications (Synthesizing Scenarios from Specification Understanding).76% similarUnverifiedAgent Seer performs scenario inference along three dimensions—single-tool usage patterns, multi-tool combination patterns, and multi-turn dialogue iteration processes—based on a tool's function name, description, and parameter schema.73% similarUnverified创造模式能让Agent检查自身插件,发现缺失时现场生成新插件并挂载71% similarUnverifiedThe generated Agent configuration includes tool permission settings that specify which tools the Agent can use, and supports manual adjustment afterward.71% similar
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