Descriptive token data tells you what happened. Intention analytics predicts what a wallet will do next. This guide — based on X Space #34 with ChainAware co-founders Martin and Tarmo — explains why the shift from descriptive to predictive analytics is the only path to reducing $1,000+ DeFi customer acquisition costs.
Blockchains are transparent at the transaction level but participants are anonymous — enabling scams, rug pulls, and social engineering. ChainAware Wallet Auditor solves this: a full behavioral profile of any wallet in one second. This X Space recap covers how on-chain history becomes personal brand and verifiable trust in Web3.
AGI does not exist and scaling LLMs will not produce it. X Space with ChainAware co-founders Martin and Tarmo explains why this distinction matters for Web3 founders and investors evaluating AI projects — and how to separate real utility AI from AGI hype that inflates valuations without delivering measurable results.
Vitalik Buterin correctly identifies fraud detection and on-chain security as the highest-value AI and blockchain convergence — but underestimates what is already live and deployable today. X Space #11 with ChainAware co-founders Martin and Tarmo analyses Vitalik’s essay use case by use case and maps what is real versus what remains theoretical.
Generative AI creates content. Predictive AI solves Web3’s core problems of fraud and mass marketing. These are not competing tools — they serve completely different purposes. X Space #6 with ChainAware co-founders Martin and Tarmo explains the distinction every Web3 founder needs to understand before evaluating any AI project or investment.
The single most important diagnostic question for any blockchain AI project: does it use generative AI or predictive AI? Only predictive AI creates defensible competitive advantage in Web3. X Space #5 with ChainAware co-founders Martin and Tarmo covers where the competitive edge actually lies and how to evaluate any AI project against this framework.
500 million crypto users × $600 per user in bank data value = a $300 billion blockchain data goldmine sitting free and public on-chain. X Space #3 with ChainAware co-founders Martin and Tarmo covers six real AI use cases for this data — fraud detection, rug pull prediction, wallet auditing, credit scoring, personalized growth, and transaction monitoring.