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Fix Phase 2: add [START]/[STEP]/[END] structured output to inference.py
The validator requires structured markers in stdout to parse results. Added [START] task=NAME, [STEP] step=N reward=R, and [END] task=NAME score=S steps=N output blocks. Also added flush=True to all print calls to prevent buffering. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>48e9b06