Posts tagged with #Templar

Cover Image for Templar and the Political Economy of Foundation Models

Templar and the Political Economy of Foundation Models

In the same month, Jack Clark and Chamath Palihapitiya independently flagged the same thing: a 72-billion-parameter model trained across 160 GPUs by anonymous participants coordinating through a blockchain. Neither is a Bittensor insider. Both recognized what it means when the ability to create foundation models stops being a privilege of five organizations.

Derek Barnes
Derek Barnes
Cover Image for Strawbery Fields: Why Does Covenant-72B Look Broken?

Strawbery Fields: Why Does Covenant-72B Look Broken?

Someone on X pointed out that Covenant-72b can't count the R's in strawberry. They're right. But so were the people who laughed at GPT-4 for the same mistake two years before it started passing the bar exam. The interesting question was never whether the model fails. It's why, what that reveals about intelligence, and what happens next.

Derek Barnes
Derek Barnes
Cover Image for deAI's 900: Why Covenant72B Will Soon Be Ordinary (And Why That's the Point)

deAI's 900: Why Covenant72B Will Soon Be Ordinary (And Why That's the Point)

Tony Hawk spent thirteen years trying to land a trick the world said was impossible. Within a decade, teenagers were doing it on YouTube. Steven Kotler calls this the 'seeing it done' effect. Covenant72B, the largest model ever trained on a fully decentralized network, is that same moment for AI. The impossible just became the starting line.

Derek Barnes
Derek Barnes
Cover Image for The Internet is the Datacenter: How Templar is Building the Final Form of Decentralized AI Training

The Internet is the Datacenter: How Templar is Building the Final Form of Decentralized AI Training

For eighty years, the most powerful technologies have required concentration: co-located machines in fortress datacenters, tightly controlled by those who could afford the infrastructure. This week's research breakthrough from Templar marks something different, a technical path toward intelligence as genuinely distributed public infrastructure, where your home GPU can train frontier models alongside Google's datacenters.

Derek Barnes
Derek Barnes
Cover Image for The Long Run: What Running Taught Me About Building Decentralized AI (and What Decentralized AI Taught Me About Running)

The Long Run: What Running Taught Me About Building Decentralized AI (and What Decentralized AI Taught Me About Running)

Three years ago, I wouldn't have believed I'd be training for a half marathon while helping coordinate a decentralized AI protocol. But both journeys, the solo morning miles and the collective effort to democratize artificial intelligence, follow the same philosophy.

Derek Barnes
Derek Barnes
Cover Image for CCLoco: How Templar is Breaking the Communication Barrier in Decentralized AI Training

CCLoco: How Templar is Breaking the Communication Barrier in Decentralized AI Training

Why a technical breakthrough in gradient compression could reshape who controls the future of artificial intelligence

Derek Barnes
Derek Barnes
Cover Image for The Basement Rebellion: How a Bunch of Crypto Punks Are Building the People's AI

The Basement Rebellion: How a Bunch of Crypto Punks Are Building the People's AI

Meet the cryptopunk miners of Templar training AI models on their gaming rigs, challenging the assumption that only trillion-dollar companies can build artificial intelligence.

Derek Barnes
Derek Barnes