Published November 6, 2025 | Version v1
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Chrono-Forensics: Rewinding Slow-Memory Chronofluids ("τ -Syrup") Indexed by the Prime Lattice Could Open the Door to Solving Cold Cases

Description

Some liquids don’t just flow—they remember. In slow-memory chronofluids (τ -syrup), today’s
swirls and boundary shear hide time-stamped echoes of yesterday’s motions when decoded with
prime-indexed memory kernels on the prime lattice. An operator-learning Transformer, wrapped
in invertible neural rheology and steered by agentic lab planners, can rewind those echoes—within
a finite horizon—to reconstruct who-did-what-when as ranked, testable trajectories; in fastmemory τ -soup,
 the record shreds and inversion fails. Deployed as chrono-forensics, thin films, residues, and puddles become
liquid black boxes that tighten timelines and triage leads in cold cases—up to constraining plausible movement
scenarios in the disappearance of Jimmy Hoffa.

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