
AML for Stablecoins in the Blockchain Privacy Era 🧢 #AML #KYT #MemPoolDefense https://xitter.cf/t.co/H0ZwYBr4mq
Durham, NC
Joined July 2025
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AuditKey retweeted
Fase 2 da licença para VASPs: compliance deixa de ser apenas polÃtica e vira operação.
O BC vai olhar de perto para KYC, PLD/FT, monitoramento de transações, blockchain analytics, sanções da OFAC, Travel Rule e os controles que sustentam tudo isso.
#VASP #AML #OFAC #TravelRule
AuditKey retweeted
Luciano Juvinski (BR) na Duke (~2 anos FinTech): IA acerta ~98% em lavagem USDT/USDC.
Privacy pools escondem o rastro. Sem ele, AML fica cego. Precisa de método novo com as stablecoins.
bitnoticias.com.br/tecnologi…
In practice, those who successfully adopt modern compliance standards and tools spend less time reactively dealing with audits and manual reviews, and gain more predictability, fewer incidents, and a better ability to scale operations without proportionally increasing headcount.
A MIT Sloan paper empirically shows what the market feels in practice: regulatory requirements for internal controls significantly increase technology investments and IT budgets, pressure profits (especially for smaller firms), and ultimately drive greater market concentration.
Medir privacidade on-chain é um paradoxo: os protocolos existem justamente para esconder os números. Porém é possÃvel fazer proxy e projetar os números: +66% linkedin.com/posts/juvinski_…
Private tx volume jumps from $35B (2025) → $58.7B (2026).
+67% in one year. 32M+ annual transactions.
Measuring on-chain privacy is a paradox.
These protocols exist to hide the numbers.
So we built a proxy — and the projection surprised us. 🧵
EN/PT
drive.google.com/file/d/1MgK…
"Screen transactions in the mempool" sounds like jargon.
It's actually the difference between stopping a crime and writing its obituary.
60-second explainer 🧵
When someone sends a blockchain transaction, it doesn't confirm instantly.
It sits in a public waiting room first: the mempool. For a few seconds, it's visible but NOT yet permanent.
Legacy compliance tools ignore this window entirely. They read event logs, which only exist AFTER the block is mined.
By design, they can only tell you what already happened.
Those seconds in the mempool are the only moment when an illicit transfer can still be stopped.
Screen the counterparty against sanctions lists and KYC registries inside that window, signal the issuer, and the transfer gets blocked before it confirms.
Before finality: prevention. After finality: forensics.
Same blockchain, same data, completely different outcome.
Every compliance regime written in the last 18 months (GENIUS Act, MiCA, Brazil's Digital Asset Law) implicitly demands the first one.
For AML and KYT providers, treating every privacy protocol as a "mixer" is becoming an increasingly inaccurate model of blockchain risk.
#AML #KYT #Compliance #BlockchainAnalytics #CryptoCompliance #PrivacyPools #Railgun #Aztec #TornadoCash #ZKP #Web3
🟡 Medium Risk – Confidentiality with Potential Auditability
• Monero
Ring signatures, stealth addresses, and confidential amounts.
• Zcash Shielded Pools
Shielded transactions using zero-knowledge proofs.
Selective disclosure capabilities exist but are not always utilized.
🔴 Very High Risk – Anonymization-Focused
• Tornado Cash (eth)
Classic mixer designed to break traceability.
Limited to demonstrate source-of-funds provenance.
• Blender.io (Bitcoin/EVM)
Centralized mixing service.
Primary purpose is transaction obfuscation.





