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Marcus Okafor
Author

Marcus Okafor

Research Editor — consensus, tokenomics, protocol design

consensus tokenomics protocol design
124 stories Email

Articles by Marcus Okafor

BITCOIN & LAYER-1S·5D AGO

Taproot’s Script Path: Programmable Bitcoin Custody in 2026

MuSig2 made Bitcoin multisig invisible; Taproot's script path made it programmable. Here is how Miniscript, timelocks, and MAST are quietly rebuilding inheritance…

AI X CRYPTO·6D AGO

Decentralized Inference in 2026: Who Actually Buys It?

Crypto's GPU networks can serve AI cheaply. The real 2026 question is who actually pays for inference from a GPU they do…

BITCOIN & LAYER-1S·6D AGO

Spark in 2026: Statechains and Bitcoin’s Trust-for-Speed Trade

Spark scales Bitcoin by moving keys, not coins, giving wallets offline payments and near-zero fees. The catch is a bounded trust assumption…

AI X CRYPTO·SEP 6

Where zk-ML Actually Ships in 2026: Six Jobs for AI Proofs

For three years zk-ML was a benchmark, not a product. In 2026 the proofs got cheap enough to ship, so the real…

BITCOIN & LAYER-1S·SEP 6

Ark in 2026: How Taproot Scales Bitcoin Beyond Lightning

Bark reached Bitcoin mainnet in June and Tether backed Ark Labs with $5.2 million. Here is how Ark's virtual UTXOs lean on…

AI X CRYPTO·SEP 5

Prediction-Market Agents in 2026: The End of Easy Money

Autonomous agents now run more than a third of Polymarket's wallets, yet the easy profits are vanishing. Inside the microstructure, the prop-firm…

BITCOIN & LAYER-1S·SEP 5

MuSig2 and FROST in 2026: Taproot’s Invisible Multisig

Taproot let many Bitcoin keys sign as one. In 2026, MuSig2 reached production custody and FROST got its IETF standard, quietly remaking…

AI X CRYPTO·SEP 4

ai16z Trades: The Autopsy of a Dead AI Crypto Fund

A month after Shaw Walters declared the ai16z token dead, its trades deserve a second look. The AI fund that promised autonomous…

BITCOIN & LAYER-1S·SEP 4

Silent Payments in 2026: Taproot’s Reusable Private Address

Bitcoin's oldest privacy leak is the reused address. Silent Payments, the sp1 code standardized as BIP-352, fixes it using Taproot, and in…

AI X CRYPTO·SEP 3

Render in 2026: The GPU Network Building Its Own Demand

Render spent 2026 supply-constrained and burning tokens, yet RENDER still sits near $1.43. The real shift is strategic: OTOY is building a…