Own Your Mind

DePIN turns idle hardware into coordinated infrastructure using token incentives. It is the physical layer that makes decentralised AI possible. What it actually means, how it connects to AI, and why the framing matters.

Venice is the rare DeAI project that's actually a product people use, with billions of LLM tokens processed daily through private, uncensored inference. Now with verifiable E2EE and TEE privacy modes powered by NEAR and...

Nosana is Solana-based GPU compute for AI inference. Freedom Score 61, Returns Score 51. We cover the CI/CD focus, token staking, and whether Solana speed matters for distributed compute.

A practical comparison of the best open-weight AI models for local and sovereign inference. Llama, Qwen, DeepSeek, Mistral, Gemma and more, with licence clarity and hardware requirements. Updated monthly.

Decentralised AI training was supposed to be impossible. A 30,000x bandwidth gap said so. Then a Bit-tensor subnet trained a 72 billion parameter model over commodity internet. Here is how, and what it changes.

Morpheus builder subnets pay the full pillar emission directly to whoever launches the subnet, then leave it to the operator to decide what to give back to stakers. No on-chain enforcement of those promises, by design...

How Venice's DIEM token actually works. sVVV in escrow, not a sunk cost. The exponential lock curve, the burn-to-unlock mechanism, and a short-squeeze risk vector nobody else discusses. Plus the live mint rate...

Chutes is the largest-revenue Bittensor subnet by a wide margin. We dig into how they actually make money, what their token does, and whether the revenue is durable or subsidised.

Three decentralised compute networks, three different revenue stories. Akash discloses every dollar on-chain (3.15 million dollars audited 2025 revenue, around 28x P/Revenue). io.net self-reports and gets discounted for...

Three approaches to tokenising AI infrastructure compared. Morpheus fair launch, Bittensor halving mechanics, ASI Alliance merger — which model captures value for token holders?

ElizaOS is the most popular open-source AI agent framework in web3, genuinely well-built and widely adopted. But Eliza Labs is winding down (April 2026), a federal class action has been filed in SDNY, and the ELIZAOS...

The BuildersV4 contract pays 100 percent of subnet emissions to the operator's chosen wallet, with no on-chain split logic. The protocol gets out of the way; operators compete on what to offer stakers back. Three live...

Aethir focused on enterprise GPU rentals from day one. Freedom Score 52, Returns Score 58. Checker nodes, Edge nodes, Cloud nodes — we cover the economics and whether Aethir can compete with Render and Akash.

AntSeed runs the decentralisation that most DeAI inference marketplaces claim: BitTorrent DHT for discovery, WebRTC for transport, fair-launch ANTS emissions on weekly epochs, but the token's transfers are intentionally...

Heurist built a real open-source agent SDK with reciprocal partnerships and a Coinbase x402 payment rail, but the GPU mining programme that anchored its decentralised compute identity has been paused since January 2025...