// Link · 8 February 2026

Scientific AI Isn’t a Scaling Problem. It’s a Data-and-Reasoning Problem.

Innovator-VL argues scale isn’t destiny: with ~5M curated examples, native-resolution vision tokens, and RL-for-reasoning, it matches bigger models—reproducibly.

Hacker Noon

@hacker-noon · hackernoon.com

hackernoon.com

Hacker Noon@hacker-noon