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DeepReinforce released Ornith-1.0, an open-source coding model family spanning four sizes from 9B to 397B-MoE. The models learn to write their own reinforcement learning scaffolds instead of using fixed human-designed harnesses. All checkpoints ship under the MIT license on Hugging Face, built on Gemma 4 and Qwen 3.5.
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Summary by ByteBrief
The Real Bottleneck Isn't Writing Code. It's Trusting It.