Wednesday · October 14, 2026

 ·  Daily  ·  Newsletters

Resonance network: Quantum InsiderSpace Insider

Etched Closes $700M in Funding at $21B Valuation as Jane Street Backs AI Inference Hardware

Etched announced that it had raised $700 million at a $21 billion valuation, in a round led by Jane Streetfollowing the quantitative trading firm’s testing and purchase of the startup’s AI hardware. The valuation marked a dramatic escalation for the company, which stood at $5 billion in December and reached $10.3 billion in July, effectively doubling within a month.

Etched delivers its technology as complete systems it terms frontier inference clusters, positioning itself against rivals such as Nvidia. Co-founder and COO Robert Wachen explained that investor enthusiasm stemmed from two newly designed components aimed at accelerating inference, the computation that follows a user’s prompt. He described inference as occurring in two stages, prefill and decode, with the former handling prompt comprehension and the latter generating output tokens.

According to Wachen, Etched built a low-voltage prefill chip capable of housing more transistors without excess heat, alongside a new memory and interconnect system called cluster-scale memory that lets multiple chips share a fast, low-latency memory pool. Jane Street stated it was pleased with early testing results and would now operate its own rack. Other backers include Kleiner Perkins, Sequoia Capital, and Andreessen Horowitz.

Featured image: Credit: Etched

James Dargan
About the author
James Dargan

James Dargan is a writer and researcher at The AI Insider. His focus is on the AI startup ecosystem and he writes articles on the space that have a tone accessible to the average reader.

Trending today

A glossy glass cube with the Microsoft logo on a dark surface
Policy & Government · AI Safety

Microsoft CEO Satya Nadella Calls for Emergency Brake Controls on AI Models

Policy & Government · National Strategies

UK Backs Robotics Adoption Hubs With £40M in Funding

A glossy glass cube with the Microsoft logo on a dark surface
Policy & Government · AI Safety

Microsoft President Brad Smith Urges Global AI Safety Rules, Says UK Is Best Placed to Lead

Business & Markets

KONST Announces $30M Series B funding Led by ADATA Technology to Scale Up AI Data Center Buildout in Asia and Advance Its Token Factory Strategy

Physical AI

Kawasaki Develops ‘Home LEO’ Social Robot Prototype to Support Older Adults at Home

The AI economy, every weekday morning

The daily briefing on LinkedIn. Free, one tap to follow.

Exclusives

Exclusive

South Korea’s AI G3 Strategy: Decoded

Scale-ups to Watch

10 Switzerland-Based AI Scale-Ups You Need to Know in 2026

network, blockchain, digital, hand, web, community, artificial, intelligence, steering, interfaces, bokeh, future, digitization, transformation, change, blockchain, blockchain, blockchain, blockchain, blockchain, transformation
Exclusive

Why Crypto Could Be AI’s Payment Layer: BlackRock Sees Stablecoins Connecting Commerce and Compute

AI Predictions
Exclusive

Why AI Predictions Often Get The Technology Right But The Timeline Wrong

Scale-ups to Watch

10 CEE & Baltics-Based AI Scale-Ups You Need to Know in 2026

More in Business & Markets

Latest from the same section
Business & Markets · Startups

Ubitium Raises $14M in New Funding to Build Universal Processor for Physical AI

12 hours ago
Business & Markets · Startups

FireDome Launches US Operations With California Wildfire Defense Test Site

4 days ago
Business & Markets · Startups

Veir Raises $110M in Series C Funding to Scale Superconducting Power Systems for AI Data Centers

5 days ago
Business & Markets · Startups

Report: Physical AI Growing Faster Than Markets Are Ready to Deploy

5 days ago

The AI economy, every weekday morning

The daily briefing plus the weekly Scale-ups to watch edition. Free, no spam, unsubscribe any time.