Show HN: Cactus Hybrid: We taught Gemma 4 to know when it's wrong

Other: AI research(github.com)view on HackerNews
AIresearchmachine learningCactusconfidencepredictionon-device modelpost-trainingGitHubHuggingFace

Author: HenryNdubuaku

Date: 7/22/2026

Article Summary:
Researchers from Cactus develop a technique to post-train a small on-device model to predict its own confidence, and release the code and weights on GitHub and HuggingFace.