fix: use actual consensus confidence for peers instead of hardcoded 0.8
- Federation endpoint was hardcoding confidence: 0.8 for all peer responses - Local swarm uses actual calculated confidence (often 1.0 for single worker) - This created unfair bias toward local responses - Now uses result.confidence from actual consensus calculation - Peers and local now compete on equal footing - All 41 tests passing
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-1
@@ -451,9 +451,13 @@ async def federation_vote(request: Request):
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logger.info(f"✅ Federation vote complete ({response.tokens_generated} tokens, {elapsed_ms:.0f}ms)")
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# Use actual confidence from consensus result instead of hardcoded value
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# This ensures fair comparison between local and peer swarms
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actual_confidence = result.confidence if hasattr(result, 'confidence') else 0.8
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return {
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"response": response.text,
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"confidence": 0.8, # Could be calculated from consensus
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"confidence": actual_confidence,
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"latency_ms": elapsed_ms,
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"worker_count": len(swarm_manager.workers) if hasattr(swarm_manager, 'workers') else 1,
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"tokens_per_second": response.tokens_per_second,
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