Most of the crypto compliance industry is still debating whether DeFi AML is a real problem.
We've already mapped the formal boundary of where current tools break β and what comes after it.
There's a certain kind of infrastructure that only gets built once. This is one of those moments.
Transfer-graph AML β the architecture behind every major blockchain analytics platform β has a provable observational ceiling.
Not a gap that better data closes. A structural limit.
We published the proof.
https://t.co/cgVR21u6Hx
On-chain simulation included. 93.5% laundering efficiency, invisible to any tool operating at the transfer layer.
The industry now has a formal problem statement. Some teams will wait for others to solve it.
The interesting thing about execution-semantic monitoring β reading why value moved, not just that it moved β is that it requires a very specific combination of on-chain expertise.
Deep MEV mechanics. AMM invariant modeling. Intent-layer forensics.
That combination isn't common. The teams who have it are already moving.
Regulators don't wait for consensus.
FATF's 2025 VASP guidance flags execution-layer opacity. EU MiCA enforcement is compressing timelines. US regulators are watching DeFi exposure at Tier-1 institutions.
Compliance infrastructure tends to get built in two waves: by the people who saw it coming, and by everyone else β under deadline pressure.
We're not at the beginning of this research anymore.
If any of this resonates with what you're building β in analytics, institutional compliance, or RegTech β you know where to find us.
The work speaks for itself.
https://t.co/cgVR21u6Hx
#DeFi #AML #CryptoCompliance #RegTech
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Important Update Regarding EigenPhi Data Services
To continue delivering the highest-quality real-time insights and maintain our robust data infrastructure, EigenPhi will transition to a subscription-only model effective April 15, 2026.
At that time, our free data delivery and public dashboard access will be discontinued as we focus our resources on providing enhanced features for our professional users.
We sincerely appreciate your support and invite you to explore our premium plans to maintain uninterrupted access.
#TLDR
π $38.2M moved invisibly through a known criminal wallet in one tx
π 93.5% laundering efficiency proven on mainnet
π All current #AML tools (Chainalysis, Elliptic, TRM) are structurally blind to this
π It scales as DeFi grows
π Only solution: paradigm shift to execution-semantic monitoring
Full breakdown:
https://t.co/nHFSLdepuL
$38.2M left a known criminal wallet. Chainalysis saw it. Elliptic saw it. Every forensics tool saw it.
None of them could prove where it went.
A new paper just showed why β and why no amount of better data will fix it.
https://t.co/1MplqViik2
#CryptoAML#OnChainForensics#DeFi
For context: @chainalysis 's own 2025 Crypto Crime Report cites DeFi composition as a growing evasion frontier. The @elliptic 2024 Typologies Report flags the same.
What this paper adds: formal proof that it's not just a gap to close β it's a structural boundary.
The answer isn't better graph analysis. It's execution-semantic AML: reasoning from call graphs + state invariants, not token edges.
You can input multiple txs' hashes into the search box and see both. More importantly, you can merge them using the marked button. It's much easier to see the connection between the sushi pool impact of the sucker's trade and the searcher's magic move.
The core strategy was to backrun the trade and harvest the arbitrage it created.
The order was executed through CoW Protocol, but the real distortion came from the routing: it hit an extremely shallow SushiSwap pool, then cascaded into heavy price impact on Uniswap V3.
That combination blew open major cross-pool dislocations in markets like AAVE/WETH and USDT/WETH, creating a short-lived but highly profitable arbitrage window.
Details π
Ethereum needs an Encrypted Mempool and it needs it fast.
It's not just about stopping sandwiching. Encrypted mempools are how Ethereum matures its onchain markets.
I just published a post on why Ethereum needs encrypted mempools. Here are the core arguments:
Adding together, here are the 2 top dogs' earnings of this round.
π·ββοΈ Titan builder: $36.7M.
π 0x06cf: $17.5M.
The Block: https://t.co/C34G9FbFyf
The elephant π in the block is actually the tx done by 0x06cf too. Titan Builder took 13K ETH as tips, yes, 13K ETH worth $28.6M. And the searcher raked $10M as pure profit!! https://t.co/Ix4pvvIwgS