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PHP

Your Dependency Was Someone Else's Quick Fix

The http-build-url story exposes a familiar gap in open source: a temporary fix can become essential without anyone …

PHP Open Source Software Maintenance
Digital Identity

Your ID Scanned. What Did That Actually Prove?

Reading a driver's license barcode doesn't establish that the ID is authentic. Digital signatures help, but their value …

Digital Identity Digital Signatures Identity Verification
BITCOS

BITCOS and the Case for Going Below 1.58 Bits

Ternary weights do not always need 1.58 bits of storage each. BITCOS explores preserving those weights while shrinking …

BITCOS LLM Compression Ternary Quantization
NVIDIA

Rust Could Make CUDA Harder to Leave

Writing GPU code in Rust can make CUDA more approachable while leaving switching costs intact. Hardware flexibility …

NVIDIA CUDA Rust
PostgreSQL

QORL 4B and the Fine Print Behind '81% Faster'

QORL 4B’s claim of 81% faster query plans needs a precise definition. Fair benchmarks, performance regressions, and …

PostgreSQL AI Query Optimization
Mistral

Browser AI Has to Earn the Right to Read

What would make a hypothetical Mistral–Mozilla browser AI trustworthy? Start with what it can read, where it sends data, …

Mistral Mozilla Browser AI