51% Attacks on Blockchains: How Adaptive and Hybrid Hashing Strengthen Security
Why 51% Attacks Happen 51% attacks on smaller blockchains usually happen because their hash functions are not keeping…
Zero-Knowledge Machine Learning (ZKML): Verifiable AI Inference on Blockchain
The Challenge of Verifying Computation We always talk about decentralizing computation, but nobody discusses the hardest part: verifying…
DePIN: Tokenizing Bandwidth, Compute, and Storage with AI and Blockchain Validation
What is DePIN? DePIN is trying to tokenize bandwidth, compute, and storage. The idea is simple. The execution?…
Why Web3 Finance Needs Integrated Infrastructure to Scale Beyond Fragmentation
The Fragmentation Problem in Web3 Finance Right now, Web3 finance runs on fragmented infrastructure. That’s the problem holding…