The decentralized AI network promising to democratize machine learning just got called out for fake decentralization by one of its biggest builders.

The Summary

  • Covenant AI exited Bittensor, calling it "decentralization theatre" after alleged punitive actions from co-founder Jacob Steeves
  • TAO token dropped 15% as the exit exposed tensions between blockchain's decentralization promises and power concentration reality
  • The blow-up reveals what happens when a founder can still punish participants in a supposedly permissionless network

The Signal

Bittensor sold itself as the decentralized alternative to OpenAI's closed gardens. The pitch: a network where anyone could contribute AI compute and models, earn TAO tokens, and participate in machine learning without tech giant gatekeepers. Covenant AI bought in. Now they're out, and their exit statement doesn't mince words: it's theatre, not decentralization.

The specific accusation matters. Covenant claims Jacob Steeves, Bittensor's co-founder, took "punitive actions" against them. In a truly decentralized network, a founder shouldn't have that kind of unilateral power. The code is supposed to be law. The validators are supposed to govern. If one person can still punish participants, you don't have decentralization. You have a regular company with token rewards.

This isn't just Bittensor's problem. It's the core tension in every project trying to build Web3 infrastructure: you need strong leadership to ship fast and compete, but strong leadership concentrates power in ways that contradict decentralization claims. Most projects solve this by promising to decentralize "eventually." Covenant is saying Bittensor never got there, and the market agreed with a 15% selloff.

The timing stings. AI infrastructure is the hottest narrative in crypto right now. Real compute networks, model marketplaces, agent coordination layers. Investors want exposure. But if the flagship decentralized AI network can't credibly claim decentralization, what does that say about the rest?

The Implication

Watch how Bittensor responds. If they ignore it or hand-wave about "community governance," the decentralization skeptics win. If they publish on-chain proof of their governance structure and explain what actually happened with Covenant, they might salvage credibility. For anyone building or investing in decentralized AI: this is your stress test. Can your network actually operate without the founder? If not, price that centralization risk in now.

Sources: The Block | Crypto Briefing