Unconventional AI news and milestones

Unconventional AI was founded on a suspicion: that the dominant recipe for building capable AI systems, more parameters and more attention over ever longer contexts, is one path…

TL;DR - In the original Un-0 model architecture, the number of connections between oscillators - and trainable parameters - increases precipitously as the oscillator count grows…

By now, it's no secret that 2026's hottest hardware component isn't the processor; it's the memory, as the skyrocketing prices and memory-company valuations make clear. Even cons…

Editor's Note: This post highlights foundational research on analog computing primitives accepted to ISCA 2026, conducted by Prof. Ang Li prior to joining Unconventional AI. At U…

TL;DR. Executing deep neural networks on GPUs has dominated AI for a decade, but we think the next jump in energy efficiency demands a fundamentally different computer, one where…

A number of people have asked me recently: What is an unCFO? To be completely transparent, I never aspired to be a CFO. What has always driven me is solving hard problems and lea…

"Every Model is Wrong, But Some Are Useful" A few weeks ago, Formula One world champion Lewis Hamilton had a very bad race. In modern F1, drivers don't actually get to spend that…

Most things that exist in the physical world are never truly static. They change over time, over space, or both. These ever-changing systems are said to exhibit dynamics. If you…

Tomorrow, May 15th, is the final day to submit pre-proposals for the Unconventional Grant. Over the past several weeks, we've received a wave of submissions that reinforce a core…

Unconventional AI's mission is to achieve a 1000x energy-efficiency advantage for generative AI (GenAI) inference over state-of-the-art AI models running on state-of-the-art conv…

Today's electronic systems thrive on digital information processing, invoking analog circuits mainly to condition and digitize physical signals. The digital abstraction, which la…

The hardware and software silos For the last 60 years or so, hardware and software have been largely considered separate disciplines. The application stacks began to grow complex…

Unconventional AI announced it has raised $475 million in seed funding. The round was led by Lightspeed and Andreessen Horowitz, with participation from Sequoia, Lux Capital, DCV…

A newly founded AI startup is making waves in the tech world with one of the largest seed rounds in recent memory.

AI startups drew fresh investor attention this week across compute, operational efficiency and domain-specific tools.

Jeff Bezos backs $475M seed round for chip startup Unconventional AI - SiliconANGLE

GPUs are the backbone of the AI industry. They run the majority of training and inference workloads today, and advances in GPU technology consistently drive improvements in front…