毛广辉

​Can we truly achieve "No Hallucinations" in AI-driven Hardware Design?

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Hi Product Hunt community!

​I’m Guanghui Mao, an independent chip architect. I recently released Agent AI v1.0 to tackle a problem that keeps many of us up at night: the inherent uncertainty of LLMs in critical hardware logic.

​In my architecture, I define my OCP. I’ve implemented SHA256 State Anchoring—a cryptographic constraint that forces determinism at every step of the simulation.

​I’d love to hear your thoughts on:

1.Where do you draw the line between LLM-assisted reasoning and hard logic?

2.How much 'freedom' should we give an AI agent when the final output is bit-accurate silicon?

3.​Is 'Logic Sovereignty' the only way to build trust in AI-generated hardware?

Looking forward to a deep dive with you all!

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