Convergent Discovery of Critical Phenomena Mathematics Across Disciplines · HackerPapers discussions

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines — mentioned by mastermedo

Sun, 08 Feb 2026 17:15:35 GMT

https://arxiv.org/pdf/2601.22389

Paper and discussion history. A mention is not an endorsement.

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines — mentioned by bonsai_spool

Sun, 08 Feb 2026 16:49:00 GMT

I wish authors would use their own voice instead of an LLM, especially in a rhetorical piece. I like the history of science, and might have otherwise read the authors' paper, but the use of LLM-isms throughout this page makes me worry that the arxiv submission will show the same lack of care/effort. Here's the manuscript at any rate, somewhat hard to find on the webpage: Convergent Discovery of Critical Phenomena Mathematics Across Disciplines: A Cross-Domain Analysis https://arxiv.org/abs/2601.22389

Paper and discussion history. A mention is not an endorsement.

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines — mentioned by energyscholar

Sat, 07 Feb 2026 17:16:44 GMT

Author here. We documented how researchers in 6+ fields independently derived equivalent math for detecting tipping points — power grids, markets, cardiac rhythms, neural networks, traffic — mostly without knowing about each other's work. The interesting question: which fields SHOULD be using this but aren't yet? Supply chains. Cybersecurity. Software architecture. Chronic disease progression. Insurance. Urban infrastructure. All deal with cascade failures and tipping points. None have imported the formalism. Plain-language version: Appendix B (page 17). Happy to answer questions. Paper…

Paper and discussion history. A mention is not an endorsement.

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines — HN submission

Sat, 07 Feb 2026 17:16:44 GMT

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines

4 points; 3 discussion replies on HN. Paper and source history. A submission is not an endorsement.