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Chad Wallace
@siliconcodesign
Deep-Tech Semiconductor Analyst, MSEE @JohnsHopkins. Expert-driven system architecture deep-dives of AI datacenter hardware at
Joined April 2025
283 Following    13.2K Followers
It's very easy to be overly optimistic about how AI impacts chip design if you're not the one accountable for it. I wrote a comprehensive deep dive that goes into depth about where AI currently adds value in chip design from engineers at @DACconference. First, I show how RTL can certainly be vibe coded like @AnthropicAI is doing. However, I go one step further and explain how AI doesn't have very good system-level reasoning capabilities to orchestrate computationally-intensive tool calls. I also explain how simulation compute is a big bottleneck in verifying and signing off designs with golden sign-off tools.
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