A $21 billion startup known as “Kids in Chips” is aggressively recruiting engineers from Nvidia, signaling a major shift in the AI semiconductor landscape. Etched, founded by two Harvard dropouts, has secured substantial funding and is now positioning itself as a direct competitor to the industry leader.
The company has built its own in-office data center to support development and testing. This infrastructure allows Etched to move quickly, avoiding the delays common in outsourced cloud environments. The firm has already signed quantitative trading giant Jane Street as its first customer, a notable vote of confidence from the financial sector.
Etched’s core strategy centers on specialized chips designed for AI inference, a segment Nvidia dominates. By focusing solely on this niche, the startup aims to deliver faster and more efficient performance than general-purpose GPUs. This approach has attracted top-tier engineering talent from Nvidia, drawn by the promise of architectural innovation.
The recruitment drive comes at a time when Nvidia’s dominance faces mounting pressure from both startups and established tech giants. Etched’s valuation of $21 billion reflects investor optimism about its potential to carve out a meaningful market share. The company’s founders, despite leaving Harvard early, have demonstrated a clear vision for hardware acceleration in machine learning.
Jane Street’s involvement is particularly strategic, given the firm’s reliance on low-latency trading systems. The partnership suggests Etched’s chips deliver tangible performance gains in real-world, high-stakes scenarios. Financial details of the deal remain undisclosed, but industry analysts view it as a pivotal early win.
Etched’s in-house data center also reduces dependency on third-party suppliers, a pain point for many AI firms. This vertical integration gives the startup tighter control over testing and iteration cycles. As a result, the company can refine its chip designs at a pace larger rivals struggle to match.
The talent exodus from Nvidia underscores a broader industry trend, where specialized players challenge incumbents with focused solutions. Etched’s growth trajectory will depend on scaling production and proving its technology across diverse workloads. For now, the startup’s momentum signals a credible threat to the established order in AI hardware.
