AI Chip Startup Etched Defies Skeptics, Hits $10.3B Valuation from Big-Name Investors

Etched, an AI chip startup founded by three Harvard dropouts, has achieved a $10.3 billion valuation after raising funds from prominent investors. The company says its custom-designed chips and memory components can speed up AI inference — the process of running a trained AI model — without relying on expensive GPUs from Nvidia. This breakthrough could make AI processing faster, cheaper, and more accessible for businesses and developers.

This matters because AI workloads today typically require costly GPUs, which can be a barrier for smaller companies and researchers. Etched's technology promises to democratize AI by enabling powerful models to run on less expensive hardware, potentially reducing the need for high-end GPU clusters. The startup's valuation reflects investor confidence that its approach can challenge Nvidia's near-monopoly in AI chips.

While Etched's products are not yet available to consumers, the company's progress signals a shift in the AI hardware landscape. For those following AI infrastructure, Etched is a name to watch as it moves toward commercial deployment.