
The Tools, The Bill, and the jobs
An AI agent built a complete RISC-V core in 12 hours. So why can't it tape out your SoC yet? Tzviel Lemberger from Google is back to separate the breakthrough from the hype. Description Tzviel Lemberger leads AI activities in Google's Silicon Hardware group, and he's back for round two. Last time we ran out of time with questions still on the table. This time we went straight at them. Tzviel compares today's AI chip design demos to the first four-minute mile. Once one runner broke the barrier, everyone believed it was possible. A RISC-V core in 12 hours does the same thing for chip design. Then reality shows up: a full SoC with dozens of IPs, legacy layout, PPA tradeoffs, and a spec that changes every week is a different race altogether. We talk about what chip designers should expect from EDA vendors now that agents, not humans, run the tools. An agent can generate a million versions of an RTL block. If every evaluation needs an overnight run, the flow never converges, either on time or on budget. We also cover why multi-vendor AI flows are stuck on data formats, and how agents move work from engineers to compute. Tzviel explains what owning the entire stack, from models to cloud to silicon, means for co-design at Google. Then we get practical. Is RTL the new assembly language? Will lint and log-crawling be handed to agents? Will waveform viewers and formal engines survive as independent checks? And the question everyone keeps asking: if AI does the junior-level work, how do juniors become senior architects? If you work in RTL design, verification, physical design, or EDA, and you want a grounded view of where AI chip design really stands, this one is for you. In this episode The four-minute mile of chip design: what AI demos prove, and what they don't Agent-friendly EDA: faster, lighter feedback loops for AI-driven flows Multi-vendor AI flows and the data format problem From human work to compute work Is RTL the new assembly? Higher-level hardware languages The junior-to-senior gap in the AI era How engineers can prepare to what's coming Enjoyed it? Rate and review Wearing Flip-Flops. It's the single biggest thing that helps other chip designers find the show. Have a topic worth an episode, or want to be a guest? drop us a note.
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