Unverified50% confidenceSolutionExact time
In multi-hop questions, answers are scattered across multiple documents and require finding clue A before knowing to look for clue B; the agent loop transforms retrieval from a one-time action into a repeatedly executable tool call.
1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn multi-step agentic workflows, the final result is formed by a chain of intermediate decisions, and the same task may have multiple reasonable execution paths, making evaluation more difficult than traditional software testing.70% similarUnverifiedThe ultra-fast mode supports concurrent searches, enabling engineers to investigate multiple leads simultaneously rather than sequentially one by one.69% similarUnverifiedThe adaptive mechanism evaluates query complexity, routing simple queries through a lightweight fast path and only invoking the more complete and time-consuming retrieval and reasoning pipeline for complex queries.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/965582API
curl https://kongchang.com/api/v1/knowledge/claims/965582MCP
get_claim(id=965582)