Unverified50% confidenceFactExact time
When calling Hyperresearch's ask interface, you get one of two results: a short answer containing verbatim citations, or a "not found".
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/2/2026
First Seen
Valid until: 1/31/2027
Sources
Related Entities
Related Claims
UnverifiedAlthough tools already exist that attempt to identify fake citations by comparing against databases, their coverage is limited, and they are not sensitive enough to cases such as dead URLs or slightly adjusted titles.63% similarUnverifiedThe answers to multi-hop reasoning queries cannot be derived directly from a single passage but require chained inference across two or more document segments, making standard single-round retrieval largely unsuccessful for such queries.61% similarUnverifiedThe system prompt requires all responses to cite sources, and when retrieval results are irrelevant, it must respond with 'I don't know.'61% similarUnverifiedIn multi-turn conversations, elliptical queries with anaphora perform poorly when used directly for vector retrieval, so query rewriting using an LLM to rewrite them into self-contained queries is a common approach61% similarUnverifiedCitation decay monitoring needs to distinguish two phenomena: first, retrieval-layer loss, i.e. the page is no longer included in the retriever's candidate set; second, generation-layer replacement, i.e. the page is still retrieved, but the model chose other sources as citations when synthesizing the answer.60% similar
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