This gets tricky and I'll have trouble answering well in non-premium tweets. If you use a Gemini model and turn off the reasoning, it will 'reason' in the output space instead if you let it. What matters is the objective function and the training protocol
Gemini models reasoning behavior and objective function optimization
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