The Biggest Mistake Tech Companies Are Making With AI Is Choosing Models Based on Hype, Not True…

Towards AI
Generative AI AI Research

The Biggest Mistake Tech Companies Are Making With AI Is Choosing Models Based on Hype, Not True Benchmarks AI Engineering / Model Selection / Benchmarks Just an example to put - when deciding! When you say “this LLM is best” - best at what? Coding? Reasoning? Documents? Speed? Cost? Benchmarks are report cards for LLMs. SWE-bench checks: can it fix real GitHub bugs? Terminal-bench checks: can it work inside a real terminal? RealWorldQA checks: can it reason about practical situations? Here is every benchmark that exists, every model that matters, and the actual numbers.