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May 17, 2026

: Blockchain, Web3,

USDC Shows Why Stablecoin Risk Analysis Is Not One Signal

Base led transfer activity. Ethereum led net supply expansion. Same week, different risk signals.

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May 12, 2026

: Blockchain, Web3, Tokenization

Tokenization Is Not Just Putting Assets on a Blockchain

Tokenization puts the claim on-chain, but custody, compliance, and settlement still depend on surrounding infrastructure. (Image...

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May 5, 2026

: Blockchain, Web3,

Funding Is Not Identity: A Conservative Approach to Onchain Entity Linking

Conservative run output on a 500+500 Arbitrum governance/control cohort. Node colors encode node/evidence types in the visualiza...

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May 3, 2026

: Rust, Blockchain, Web3, Zero-Knowledge, Cryptography

Before SNARKs: Building a Mini ZK-Rollup Verifier in Rust

Hero image: ChatGPT generated.

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Apr 27, 2026

: Blockchain, Statistics, QA, Distributed Systems, Go

ZK State Prune: The Boundaries Behind Rollup Cost Models

Not all state behaves the same. Some stays hot. Most goes cold. Some comes back.

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