Looped language model training cannot control hidden-state norm growth because RMSNorm normalizes scale away before the loss sees it. A paper posted today on arXiv identifies this readout blind spot, ...

How we can increase software development velocity with AI-assisted coding without the hangover of runaway technical debt.

Ten years ago, a principal engineer I worked with would walk past my desk, glance at my screen for maybe four seconds, and identify the bug I’d been hunting for an hour. It felt like magic. I asked ...

Agent searches GitHub → reads 10 SKILL.md files → compares them → picks one = ~50,000 tokens burned per skill lookup No registration required for reading. No API key needed for search or fetching ...

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Abstract: Verifiers that can prove programs correct against their full functional specification require, for programs with loops, additional annotations in the form of loop invariants-properties that ...

Creativity used to be the exclusive domain of humans—artists, writers, and engineers create. They receive help from sophisticated tools, which themselves were created by, and typically could be ...

Agentic applications—AI systems empowered to take autonomous actions by calling external tools—are the current rage in software development. They promise efficiency, convenience, and reduced human ...

In the dynamic landscape of Java multithreading, ensuring stability and correctness is paramount. One key strategy that Java developers employ to enhance the reliability of concurrent applications is ...

RE2 is a regular expression engine designed to operate in time proportional to the size of the input, ensuring linear time complexity. RE2JS is a pure JavaScript port that achieves full architectural ...