Light-out Firm - x.com/leozc/status/203907812…

thorchain gg20/tss attack path i reproduced the suspected gg20 leakage mechanics against the tss-lib version they used. it accepts malformed paillier material, exposes a type 5 / type 7 oracle shape, and the go-tss wrapper misses some important checks. banteg.xyz/posts/thorchain-t…

The most interesting line in crypto x AI is not “agents will trade tokens.” It’s that agents will eventually move money, buy compute, pay for data, settle with services, and act across financial rails. That only works if risk checks become programmable, explainable, and real time.

I agree next weave of software is dynamic software - like the google ads targeting … Building Pi, and what makes self-modifying software so fascinating youtu.be/n5f51gtuGHE?si=odrH… via @YouTube

The skill file is the new source code, and LLM is the new interpreter that powering intent-based computing.

This is pretty sophisticated but this is actually exactly what I have been mentioning: decentralization is not a choice, it needs to be by design. If your decentralization is not properly done, mixing centralized and decentralized elements, and your centralized point is what usually gets weakened and breaks faster than the others.

2 years ago

Light-out Firm - x.com/leozc/status/203907812…

If you are a technical founder who is not currently writing code, you are throwing away 10-20 equivalent engineering headcounts of 2024.

Shipped ghostwriter -- feedback welcome! github.com/leozc/ghostwriter…

Shipped ghostwriter -- autoresearch for blog posts. You write a draft. 8 AI agents score it from different expert perspectives (Claude codex, in parallel). A writer agent makes one edit targeting the weakest score. If the edit doesn't improve things, git revert. Loop forever. The draft never gets worse. It only gets sharper. More importantly, we keep all the artifacts from agents in each version - so much to learn! github.com/leozc/ghostwriter… Thank you, @karpathy, for such inspiration!

Yup!

Any payable SaaS needs to solve long term memory issue - that is where the value is

Excellent - thanks for letting us know and learn! Great ceiling line and which will be used to raise our baseline

8 new emoji, while my Siri is still retarded!

Onchain transactions will be 100x by 2030, but we have a hard time understanding all the details we should - luckily, we will have a very capable onchain investigator very soon!

Building an AI productivity application for an existing vertical is not just about using AI; it’s about fundamentally transforming what people do, how they think, and how they achieve efficient results — that’s the true challenge.