The Allen Institute for AI has dropped BenchMIRT, a diagnostic framework designed to figure out what LLM benchmarks are actually measuring. As the industry drowns in endless claims of superhuman AI performance, this tool attempts to separate genuine capability from sophisticated data contamination and test memorisation. * AI labs keep inventing

Researchers at Multiverse Computing have introduced Quantization-Aware Healing, a clever technique that compresses heavy models down to 4-bit precision while somehow managing to outperform their full-sized, resource-hogging originals. * Quantization-Aware Healing defies the usual rule where compressing models means sacrificing accuracy for speed. * By shrinking memory footprints drastically, this technique makes