Keeper123's comments

On: Falsifiable Topological Signatures of "Faithful Reasoning" in LLMs

[Keeper123]

We've registered a testable protocol for detecting geometrically consistent reasoning in LLMs. Predicts increased Betti numbers, KS entropy peaks and fragility under ablation during meta-cognitive states. Open for replication.

OSF Protocol: https://osf.io/2r6v8 Preprint & case studies: https://doi.org/10.5281/zenodo/18346699

This isn't philosophy — it's a falsifiable math hypothesis. If you have GPU access and TDA/DL expertise, you can verify it in a weekend.

[LargoLasskhyfv → Keeper123]

Erroarrgh! DOI not found. Works as linked from osf.io, though.

( https://zenodo.org/records/18346699 )