i study markets, people, and assets, and build all kinds of financial tools for nerds. tweets ≠ advice.

New York, USA
Worth pausing on who this is: a 79-year-old asset manager with ~$1.5T AUM that's been running a tokenized money market fund on public chains since 2021. The CLARITY fight was never crypto vs TradFi. It's firms that compete on product vs firms that lobby for a moat.
5
4
1,084
1/ Everyone’s arguing about ETFs, deposits, and who gets to pay yield. Meanwhile the DeFi provisions in the CLARITY Act are quietly the most important part of the bill, and almost nobody is talking about what they actually do. A nerd’s 🧵 on the text, not the headlines:
1
1
5
36,766
10/ But the core trade is simple. Today: rules nobody can state, enforced retroactively, against whoever is easiest to reach. CLARITY: rules you can read, tests you can meet, a regulator whose jurisdiction is written down.
1
59
11/ Builders don’t need the government to like them. They need to know what the law is before they break it, not after. That’s the whole ask.
49
shawn retweeted
🤯An AI security tool has 1st-place performance on security contests from just 1yr ago. Solidity-auditor v3 is out, FREE & Open Source. Thousands of Solidity developers are using the tool already. Upgrade your security baseline, use the tool🫡 pashov.com/solidity-auditor-…
97
122
512
46,501
shawn retweeted
Today we're shipping Nemotron 3 Ultra. A 550B MoE frontier-intelligence open model built for long-running agents. It delivers 5x faster inference and lowers the cost of complex agentic tasks by up to 30% versus other open frontier models.
234
475
3,630
1,330,101
The entire RAG industry is about to get cooked. Researchers have built a new RAG approach that: - does not need a vector DB. - does not embed data. - involves no chunking. - performs no similarity search. It's called PageIndex. Instead of chunking your docs and stuffing them into pinecone, it builds a tree index and lets the LLM reason through it like a human reading a book. hit 98.7% on financebench. beats every vector RAG on the leaderboard. no embeddings. no chunking. no vector DB. 100% open source.
224
763
6,828
624,084
shawn retweeted
A historic moment for crypto. Kraken Financial has been granted a Federal Reserve master account, making us the first digital asset bank with direct access to the U.S. payments system. A major step toward connecting crypto infrastructure with the core rails of global finance. blog.kraken.com/news/federal…
1,049
2,686
13,592
1,466,857
shawn retweeted
✨Introducing evmresearch✨✨ A knowledge graph of nearly everything I've learned about the EVM in the past six years The graph structure emulates the brain, exponentiating research speeds for both humans and agents evmresearch.io/
43
86
774
61,741
shawn retweeted
Introducing EVMbench—a new benchmark that measures how well AI agents can detect, exploit, and patch high-severity smart contract vulnerabilities. openai.com/index/introducing…
1,139
1,260
8,719
2,615,312