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Hosein Rastegar
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From Golden Gate Bridge to Broken JSON: Why Anthropic's SAE Steering Fails for Structured Output I ran 6 experiments trying to use Anthropic's SAE steering for JSON generation. - Base model: 86.8% valid JSON - Steering only: 24.4% - Fine-tuned: 96.6% - FSM constrained: 100% Steering is for semantics, not syntax. https://huggingface.co/blog/MaziyarPanahi/sae-steering-json
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