Posts by Flamehaven
@Flamehaven
Yun Kwansub
Scientific AI Systems Architect | BioAI & Physics-ML | Deploying Regulated AI Mo...
Comments by Flamehaven
We Made a High-Formality, Fake Physics Slop Artifact
QSOT Quantum State Over Time Compiler - A Post-Mortem on AI-Native Paper Implementation Gone Wrong
> "The most dangerous form of scientific fraud is not the one that looks wrong. It is the one ...
Prologue: The Mirage & The Pivot
In the summer of 2024, our team began with an ambition that felt almost impossible: to use frontier AI for drug discovery, theoretical physics, and problems that seemed unreachable. We imagined systems that could re...
!coverhttps://coderlegion.com/?qa=blob&qablobid=4234498897804287785
> When a repository carries this kind of pedigree, people stop asking questions.
Runchuan-BU/BioClaw 1 — a biomedical AI assistant published on bioRxiv on April 14, 2026 by a multi...
Why a proved theorem still needs reproducible claim custody
!open aihttps://coderlegion.com/?qa=blob&qablobid=2108443327152872531
On May 20, 2026, OpenAI announced1 that an internal reasoning model had produced a counterexample to the Erdős planar...
Why a proved theorem still needs reproducible claim custody
!open aihttps://coderlegion.com/?qa=blob&qablobid=2108443327152872531
On May 20, 2026, OpenAI announced1 that an internal reasoning model had produced a counterexample to the Erdős planar...
!cover imagehttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/f3k7jz1voscq51d9kuu7.png
Glossary: terms used in this article
MICA Memory Invocation & Context Archive: A governance schema for AI context management. Defines how context should...
From BASIC to Modern Dev: My Path Into Programming
Programmer, Coder, Developer. I’ve always believed that every developer has an origin story. Some people discover coding in a college course, some stumble into it through a job, and some — like me...
From BASIC to Modern Dev: My Path Into Programming
Programmer, Coder, Developer. I’ve always believed that every developer has an origin story. Some people discover coding in a college course, some stumble into it through a job, and some — like me...
Earlier in this series, I wrote about why bio/medical AI repositories need more than benchmarks, what I learned after auditing 10 public repositories, and why an AI auditor itself needs a memory contract.
That work led to STEM-AI v1.1.2 and the MICA...
The term “snake oil salesman” is often used to describe individuals who engage in deceptive marketing practices. Wild west characters like Clark Stanleyhttps://en.wikipedia.org/wiki/ClarkStanley advertised their snake oil as a wondrous cure-all remed...
!The Quiet Failure of AI Developmenthttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/f2hqsg05873bhhlmli4u.png
AI-assisted development has a quiet failure mode: the assistant that creates the pattern often becomes the assistant that reviews i...
!The Quiet Failure of AI Developmenthttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/f2hqsg05873bhhlmli4u.png
AI-assisted development has a quiet failure mode: the assistant that creates the pattern often becomes the assistant that reviews i...
Why maintaining a healthy skepticism gets you better outcomes.
One of my old hobbies was writing for independent music magazines, such as Spill Magazine distributed free at music venues and DV8 distributed free at hair salons. Over the years, I saw ...
RHPRIMESDUALITY1
1: https://jmullings.github.io/riemann-hypothesis-singularity-proof/RHPRIMESDUALITY.html
Build your own Mathematical Unification:
PT ≡ ZT ≡ QT
Using exact Fourier-pair Gaussian kernels, the arithmetic sum of primes T is strictl...
RHPRIMESDUALITY1
1: https://jmullings.github.io/riemann-hypothesis-singularity-proof/RHPRIMESDUALITY.html
Build your own Mathematical Unification:
PT ≡ ZT ≡ QT
Using exact Fourier-pair Gaussian kernels, the arithmetic sum of primes T is strictl...
chevron_left