#llm-benchmarks

Explainers

LLM Benchmarks Fail Real Work: New Tool Fixes It

Think those LLM benchmarks actually test if an AI can do a real job? Think again. A new tool is exposing the yawning gap between lab tests and actual, messy workflows.

New Releases

Tiny 3.4GB LLM Smokes 25GB Behemoths in Function Calling—Here's Why Size Doesn't Matter Anymore

Forget cramming massive models into your rig. A puny 3.4GB LLM just dominated function calling tests, freeing developers from GPU purgatory. Your next agent runs on a laptop.

AI Dev Tools

O1, O3-mini, O4-mini: Redefining Code Reviews

Forget pattern-matching code reviews. OpenAI's O1, O3-mini, and O4-mini think like engineers, tracing paths standard models miss. But cost and speed? That's the real battle.