Alahi: AI could shorten chip development and reduce its investment risk

Alahi says chip development has become increasingly expensive and complex: designing a chip takes roughly two to three years, customer deployment may require another year, and revenue may not appear until the fifth or sixth year. He estimates that developing a chip can now cost several hundred million dollars, while software advances roughly six years faster than hardware. He also points to a declining number of electrical-engineering graduates as an additional constraint.

Alahi believes AI could substantially compress the development cycle and lower costs, helping hardware keep pace with software. He describes the current model—taking about four years and hundreds of millions of dollars to build a chip without knowing whether a sufficient market exists—as unsustainable and unattractive to investors, comparing its uncertainty to biotech or pharmaceutical investment. He expects AI-focused semiconductor design to become a fundamental long-term approach, although the excerpts do not establish how much time or money it will save.