One formula detects failure in quantum, neural nets, and hearts
One formula predicts qubit failure 20 days early, but cross-domain claims lack independent peer review.
Claims 10^38 Joules barrier — that's more energy than exists in the observable universe.
Distributed systems researchers, PhD candidates
-Security: Establishes a 10^38 Joule physical floor (kappa >= 804 bits) derived from Landauer’s Principle and the Margolus-Levitin limit.
Infrastructure: Targets 2GB RAM edge devices using BFT-MESI cache coherence.
-Verification: Formally specified in TLA+; preliminary TLC verification completed for minimal configurations (n=4, f=1).
-Economics: Proof of Useful Work (PoUW) for socially beneficial AI compute.
-Current Openings:
Seeking PhD positions (Security/Distributed Systems).
Providing RAG architecture consulting.
-Full Manuscript (175 pages, 14 original theorems): https://www.researchgate.net/profile/Bo-Jun-Han
-LinkedIn: www.linkedin.com/in/hbjun
One formula predicts qubit failure 20 days early, but cross-domain claims lack independent peer review.
Landing page returns 403 on launch day — can't verify if the app actually works.
4MB binary renders manuscripts faster than Puppeteer-based PDF tools.
Satirical physics paper about demon labor rights, but zero technical substance.
Append-only lineage prevents LLM outputs from collapsing structure—but unclear if it ships or works.
Manuscript editor via Codex CLI, but Grammarly, ProWritingAid, and local LLMs already do this.