AMBR(@ambr_io):With AI agents, hallucination is an easy failure. The hard one is being wrong convincingly. One agent drifts. Next agent builds on it. Review agents agree. Checks pass. ⚠️ In finance, that compounds. So what must run exactly as written is built by people who understand why. Thanks to @awscloud for hosting the Web3 + AI Leadership Forum, where our Founder & CEO @MichaelWuAmber discussed deploying agents responsibly with Christopher Kung of @OpenAI, @davidsalamon of @CoinMarketCap and Yaohua Guo of @awscloud.

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AI agents that get you there. Ambre (personal finance) | @MIA_ai_agent (marketing) | and more to come.

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AMBR@ambr_io

2026.10.22 10:25

With AI agents, hallucination is an easy failure. The hard one is being wrong convincingly. One agent drifts. Next agent builds on it. Review agents agree. Checks pass. ⚠️ In finance, that compounds. So what must run exactly as written is built by people who understand why. Thanks to @awscloud for hosting the Web3 + AI Leadership Forum, where our Founder & CEO @MichaelWuAmber discussed deploying agents responsibly with Christopher Kung of @OpenAI, @davidsalamon of @CoinMarketCap and Yaohua Guo of @awscloud.