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A geometric framework in which the critical line arises as a structural frame axis, the local critical-line atom emerges from multiplicative scale geometry, and the completed zeta object appears through a self-dual Gaussian/theta window. It is not claimed as a proof.

An informal, falsifiable conjecture proposing a five-role recursive pattern for the count of non-standard Einstein metrics on spheres at dimensions divisible by five, with confirmed matches at 5, 10, and 15 and open predictions at 20 and 25. DOI link

Topic: scientific datasets remain underused because the interface around them is fragmented.
Core idea: DIGIT replaces raw-data access requests with goal-directed, natural-language interaction.
What changes: researchers ask whether a dataset can answer a question; DIGIT translates that intent, runs approved analysis inside the protected environment, and returns only bounded outputs.
Why it matters: DIGIT can range from a directly queryable tool to an autonomous supervisor that keeps experiments grounded in data and on track, while accumulating a reusable map of scientific intuition linking experiments to what datasets can and cannot answer.

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