!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...

> A standalone review framework for checking whether outputs deserve the claims attached to them. Most review systems answer a familiar question: Did the system still produce the expected output? SPAR is built for a narrower and more dangerous one...

> A standalone review framework for checking whether outputs deserve the claims attached to them. Most review systems answer a familiar question: Did the system still produce the expected output? SPAR is built for a narrower and more dangerous one...

Opening Pull requests used to transfer understanding. Under AI-scale code generation, they increasingly transfer risk. This article is about how that happened. For years, the software industry treated the pull request as a workflow object — a dif...

Choose A, B or C !https://cdn-images-1.medium.com/max/896/1Fe7LIt2IxZCSluOka9D8g.png Someone posts this on LinkedIn: “I implemented a numerical algorithm to validate string theory vacuum consistency. Built with NumPy, not PyTorch. Repo below.” W...

Drug discovery is expensive for a reason. A new medicine can take roughly a decade and enormous capital to move from idea to patient. That is not simply because biology is complex. It is because biology punishes unverified claims. Every stage adds c...