
🚀 @yanez__ai #SN54 Phase 4 C3 Execution starts May 6. This cycle is about one thing: giving miners faster feedback so high-quality work improves faster. Phase 4 C2 showed the face track is scaling: 📈 Leaderboard grew from 8 → 100 miners 🥇 New Platinum tier added 🛡️ Manual validation stayed active 📉 Faster score decay keeps rewards moving 📊 Reputation now reflects Face Variation quality, not volume Our Post-validation reputation system helped us verify miner workflows end-to-end and made it easier to separate real generation from copy/paste, loops, shortcuts, or exploit behavior. Now in C3 Execution, miners will start seeing live estimated scores on the dashboard as submissions are processed. These are not final scores. Final truth still comes from post-validation. But live scoring gives miners a much better signal: ✅ Am I following the task? ✅ Is identity preserved? ✅ Is the output strong or weak? ✅ Is my workflow producing useful data? We’re also adding @bitmind detection signals on the dashboard as a live feedback layer. Not as the final judge — but as a practical signal to help miners understand how their outputs behave against detection tools during testing. This matters because the subnet is moving from “submit and wait” toward a tighter adversarial learning loop. Generate → detect → improve → validate → reward. That’s how #SN54 becomes useful for #PoU systems. For new miners, we’re also improving onboarding: 📚 clearer submission guidelines 🎥 example workflow videos 📊 real-time score visibility The message is simple: Quality > volume. Identity preservation matters. Task adherence matters. Honest workflows compound. Execution starts May 6. More coming — stay aligned, keep building, and don’t fade early. #Bittensor $TAO











