Every day I see you all hype up the narrative of #Mira, but it seems no one emphasizes that it is genuinely solving problems. @GigabrainGG, as an autonomous trading agent on Hyperliquid, initially achieved a 90% trading success rate, but the model often referenced incorrect data or generated unverified predictions, leading to significant deviations in real-world performance. This issue is common in the financial trading sector, where the "hallucination" problem of AI often traps high-frequency algorithm strategies in risk quagmires. In February 2025, @GigabrainGG reached a strategic partnership with @Mira_Network to begin integrating Mira's decentralized verification API. Before each automated trade execution, the system performs a "fact-check" through Mira's multi-layer verification mechanism: 🔸 First, Mira's multi-model consensus mechanism allows different AIs (including GPT, Claude, Gemini, etc.) to independently generate signals, retaining only the conclusions that are cross-consistent. 🔸 Second, Mira's verification layer compares these signals with on-chain trusted data sources (such as Pyth, Chainlink) to generate trading signals with traceable proof. 🔸 Finally, verification nodes detect the model's emotional biases or sample contamination, automatically filtering out abnormal outputs. @Mira_Network plays the role of the "audit layer" for financial AI in this process; it does not generate data but verifies data, ensuring that every AI decision is "traceable and executable." This mechanism of multi-model consensus + on-chain verification has made AI outputs provably correct for the first time, enabling decentralized AI networks to serve high-risk financial scenarios. The results are immediate: GigabrainGG's signal accuracy improved from 70% to 96%, hallucination rates dropped by 90%, and the profit-loss ratio increased from 1.2:1 to 2.5:1, significantly enhancing strategy stability. Trading systems that were previously disrupted by "smart but unreliable" AIs now possess institutional-level risk control precision. As of October 2025, millions of Gigabrain users have enjoyed a stable and reliable automated trading experience through this system. As @Mira_Network's verification layer is adopted by more DeFi and trading platforms, "verifiable intelligence" will become the default standard for the next generation of financial infrastructure. "If AI is the trader of the new era, then Mira is its risk control director."