Show HN: Cactus Hybrid: We taught Gemma 4 to know when it's wrong (github.com via hn)
model roundup
Gemini 3.1
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Hey HN, Henry & Roman here from Cactus. A small, on-device model is fast and private, but sometimes wrong, but frontier models are getting expensive pretty fast.
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Sharing a skill built with Claude Code that I've been relying on for my personal projects — hoping someone else might find it useful too. The problem: My bigger personal projects were draining my Claude limits fast — and most of that usage…
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Animated SVG comparisons between several models (www.reddit.com via reddit)
I have seen some people testing models by telling them to generate images of difficult, unusual SVGs, and I thought: what if I elevate difficulty a bit and specify that it also has to be animated, and perfectly looped? I have tested Haiku…