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Marcus Okafor
Author

Marcus Okafor

Research Editor — consensus, tokenomics, protocol design

consensus tokenomics protocol design
85 stories Email

Articles by Marcus Okafor

AI X CRYPTO·5D AGO

opML’s Squeeze: Caught Between Cheaper Proofs and Faster Chips

opML was the pragmatic bet for verifiable AI: cheaper than zk proofs, more trustless than hardware. In 2026 zkML and TEEs closed…

BITCOIN & LAYER-1S·6D AGO

Bitcoin Mining Difficulty Is Falling by Choice, Not by Ban

Bitcoin's mining difficulty is below where it sat a year ago, only the second time ever. The first time China banned mining;…

AI X CRYPTO·6D AGO

zkML’s Demand Problem: The Proofs Work, Now Who Pays?

Zero-knowledge machine learning finally proved real language models in 2026, yet every proving token sits 90% or more below its high. The…

BITCOIN & LAYER-1S·AUG 17

Runes DeFi in 2026: Bitcoin Lending, No Bridge Required

Two years after Runes broke Bitcoin's fee records, the story has shifted to the lending markets and smart contracts built on top…

AI X CRYPTO·AUG 16

Gensyn’s $AI Hits a New Low as Delphi Grows Up in 2026

Gensyn's $AI printed a fresh all-time low on August 14, even as Delphi shipped a Trail of Bits audit, an agent SDK,…

BITCOIN & LAYER-1S·AUG 16

Bitcoin Mining Difficulty in 2026: The Thermostat Runs Cold

Bitcoin's difficulty just retargeted to 127.48 trillion, about 18 percent below its November 2025 record. Here is how the network's two-week thermostat…

AI X CRYPTO·AUG 15

Ritual in 2026: Does Verifiable AI Need Its Own Blockchain?

Ritual raised over $30 million to make AI inference verifiable on-chain, yet in 2026 it still has no mainnet and no tradeable…

BITCOIN & LAYER-1S·AUG 15

Taproot Assets in 2026: Dollars Return to Bitcoin

USDT is live on Bitcoin again through Taproot Assets, twelve years after it first left. But the GENIUS Act now decides how…

AI X CRYPTO·AUG 14

opML in 2026: The Optimistic Bet on Verifiable AI

Optimistic machine learning verifies AI on-chain cheaply by assuming answers are right until challenged. We test whether the bet holds up in…

BITCOIN & LAYER-1S·AUG 14

Bitcoin Price Action: Cooler CPI, Colder Bid, and a $63,000 Test

The July CPI cooled to 3.4%, yet Bitcoin popped to $64,500 and faded. With ETF inflows reversing and the range pressing $63,000,…