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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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AI Search and Retrieval — Clarity Today

Topic

AI Search and Retrieval

Products that retrieve source material and generate answers grounded in it, rather than answering from model weights alone.

Current clusters

product1 distinct publisher

Liner's $36.1M bet is that the footnote, not the model, is the enterprise product

The Series C funds a retrieval and citation layer rather than a model. A Saudi government-backed deployment is the only enterprise proof on offer, and Liner supplied most of the rest.

Publishers:thenextweb.com

Reality

Evidence34
Adoption36
Hype gap+32
Incentives74

Confidence41