Solo researcher builds foundation model from scratch using Lie groups and differential geometry
ReportProfessional57 · reddit · 2026-11-04
Reddit user ReportProfessional57 announced Project Oneiros, a foundational model built entirely from scratch using an unconventional approach: continuous Lie group sequence processing based on Lie algebra and differential geometry, instead of the standard discrete sequence modeling paradigm.
The paper, written solely by the author, is published on Zenodo (record 23656924), and the author is soliciting community feedback. As an independent, non-peer-reviewed work, its effectiveness and feasibility remain unverified.
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