Building AI for Lawyers - Jacob Lauritzen, CTO of Legora
Evals without traces, million-cell tabular reviews, and cracks in the billable hour as a business model
#Benchmarks
#Benchmarks
0 todayNov 3
Oct 20
Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says
AI labs have staked their reputations on model benchmarking — the supposedly neutral and accurate system of evaluations that are designed to measure whether one AI product is better than another.
Oct 7
What AI gets wrong and what failure teaches us
Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.
Jul 6
Import AI 464: Fable writes GPU kernels; AI automation; and analog computation
Import AI 464 reports Fable wrote what maintainers called the first genuine and fastest megakernel on KernelBench-Mega. CUDA on RTX PRO 6000 Blackwell achieved 18.71x acceleration, versus 14.4x for Claude Opus 4.8, 11.14x for GLM-5.2 and 4.34x for GPT 5.5.
May 4
Import AI 455: AI systems are about to start building themselves.
The first step towards recursive self improvement