Framework
The Three KPIs That Actually Matter in Hardware
Most hardware teams track the wrong numbers. Hugo's framework focuses on the three levers that actually compound into competitive advantage.
How it works
- 1Time to market: the single biggest lever for competitive advantage. Nvidia wins partly on release cadence, not just silicon.
- 2Engineering productivity: critical because hardware is facing its worst talent scarcity since the second industrial revolution.
- 3Marginal cost of production: ignore your cost of revenue while scaling and you dig your own early grave.
Hear it on the podcast
The Physicist Building a Compiler for the Real World | Hugo Nordell, EncubeListen to the episodeMore from this episode
Shift LeftSurface trade-offs and manufacturability problems early in the design process, when they are still cheap to fix. By the time you reach production, the cost of a change can be measured in months.The Hardware CompilerSoftware AI agents are powerful because they can self-correct — there is a right answer and a fast feedback loop. Hardware never had that. Encube is building the equivalent.Deterministic Core, LLM EdgesRun the same compute twice and get the same answer twice. Physical products demand reproducibility. Large language models, left unguarded, cannot guarantee it.Zero to One Before Zero to One HundredThe dream of AI capturing decades of tribal engineering knowledge is real — but it is a future state. You cannot skip the unsexy infrastructure work that makes it possible.The Conductor ModelWhen computation takes over the heavy lifting, the engineer stops being a button pusher and becomes an orchestrator — exploring many design paths in the time it used to take to explore one.
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