056: Why DeAI: Training Without a Data Centre

027: Tokenomics: dTAO Subnet Economics

How Bittensor's dynamic TAO actually works. Alpha tokens, flow-based emissions, AMM mechanics, and the zero-emission death spiral risk for subnets that don't produce value.

061: Tokenomics: Morpheus Builder Subnets Are Gitcoin Grants for Decentralised AI

Stakers keep reading Morpheus builder subnets as a yield product. They were designed as a public goods funding mechanism, with the same design DNA as Gitcoin Grants. A MOR staker is a donor with a voice, not an investor with a claim. Where the Gitcoin parallel holds, where it breaks on self-dealing and breadth of support, and the structural protections that could restore it.

025: Tokenomics: Bittensor Halving

The December 2025 halving's impact on TAO. Emission reduction, price action, dTAO interaction — what the 3-month retrospective tells us about Bittensor's token economics.

024: Gensyn

Gensyn is verifiable AI compute — proving ML work happened correctly. Freedom Score 68, Returns Score 45. We cover the proof system, why verification matters, and the pre-token risk profile.

059: Why DeAI: Why Self-Host Your AI?

I tried local AI inference on an M4 Max, failed with dense models, then hit 94 tok/s with MoE architecture via MLX. Here is the honest case for self-hosting, and where it actually beats the API path.