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On: October 6, 2025 Comments: Closed Views: 9

What is a Contextual Border?

A contextual border is a boundary of meaning — the invisible line that separates one knowledge domain from another. In NLP, this often shows up in topic segmentation tasks. In SEO, it parallels topical borders, which define the scope of ...

On: October 6, 2025 Comments: Closed Views: 5

What is Conversational Search Experience?

At its core, conversational search transforms information retrieval into a multi-turn dialogue rather than a one-off query-response. Instead of reformulating the same keywords, users can: Ask naturally: “Who is the CEO of Tesla?” Follow up: “How old is he?” Clarify: ...

On: October 6, 2025 Comments: Closed Views: 2

What is CALM?

CALM is a decoding strategy that adapts computation based on token difficulty. Instead of forcing every token to pass through the full stack of layers, CALM introduces confidence-based checkpoints. If the model is confident early, it stops processing deeper layers. ...

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