Own Your Mind

Giza ships verifiable ML via ZKML on Starkware's S-two. The ARMA agent runs on Base with DeFiLlama-verified fees. LuminAIR has not seen a commit in eight months. Real shipping product, stale research stack.

Nous Research trains Hermes models on Psyche, the distributed training network. $50 million from Paradigm at a $1 billion SAFT valuation. Genuine post-training credentials and a heavy VC cap table before TGE.

Celium is Bit-tensor subnet 51 and the second subnet with verified rental revenue. We break down the 3.5x subsidy ratio, the 500-plus H100 fleet, and what Datura AI's operator role tells us about subnet economics.

Three Ethereum standards now cover payments, identity, and escrow for autonomous agents. Google and OpenAI are building competing stacks. The specs exist. Zero production commerce has happened on them yet. Here is why, and what it means.

The Morpheus token design is one of the cleanest in DeAI — no VC allocation, no pre-mine. We break down the Power Factor, burn mechanics, stETH yield, and why the fairest launch doesn't guarantee the best returns.

Golem was decentralised compute before it was cool. It grades C on freedom and D on returns. The original peer-to-peer compute network: great vision, struggling tokenomics. What went wrong and whether there's a path back.

Covenant AI built the largest decentralised pre-training run in history, then walked away from Bit-tensor over governance. The technical achievement, the exit, and what it means for Bit-tensor's subnet model.

Targon is the only Bittensor subnet with a co-authored Intel research paper and a $10.5M OSS Capital Series A. The technical story is real. The customer story is weaker than the marketing suggests. We separate the two.

How to actually build sovereign AI infrastructure today. Local models, private inference, decentralised compute: each layer of the stack, what works now, and what's still missing.

io.net built the largest decentralised GPU network by supply. It grades F on freedom and D on returns. We cover the Solana-based infrastructure, the token launch, and whether supply without demand is a moat.