because ideas are okay, building is sweet
4 adversarial AI agents debate every query to deliver calibrated sharp crisp ~50-year strategic forecasts. Fine-tuned Qwen2.5-7B on AMD MI300X with ROCm 7.0. Training loss: 2.5→0.47. Deployed via GGUF Q4 on HF.
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