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

Engineering Mathematics Department, University of Bristol, Bristol BS8 1TW, U.K. BrisSynBio, University of Bristol, Bristol BS8 1TQ, U.K. School of Cellular and Molecular Medicine, University of ...

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, ...

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 ...

A practical methodology and migration architecture for transforming .NET and Java systems without losing business logic, operational stability, or enterprise trust. The AI coding revolution does not ...

SmartInv - LLM-based invariant inference using "Tier of Thought" prompting. Fine-tunes multiple models (LLaMA, T5, GPT-2) and verifies with a bounded model checker. Published IEEE S&P 2024. Solodit ...

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