Guy Lepage

How long before agents start to become masters?

𝕏 Money early public access will launch next month

Can’t wait to test this out with one of my Raspberry Pi’s. starryhope.com/minipcs/clawdb…

@SynapseIX 💯

@guylepage3 Curiously, I'm working on my own implementation of exactly this AI application in finance, investments, and portfolio management. We should talk!

Most LLMs are unreliable when it comes to trading and markets. They hallucinate strategies, indicators, and even backtests. I’m currently doing a deep dive on how to fix this using RAG + real trading knowledge 🧵↓

Still early, but the takeaway so far: RAG > fine-tuning for financial decision systems. I’ll share learnings & outcomes as this progresses — across portfolio management, trading, & other use cases. Follow along if you’re working seriously at the intersection of AI & markets

Finance is not a domain where “close enough” is acceptable. If an AI system can’t cite its assumptions, data sources, and logic paths, it shouldn’t be trusted with capital.

@muneeb @Stacks or @hirosystems?

hiring: stacks CMO. send me your dream candidates.

@WayneVaughan @EricMoreland @KXAN_News @LCRA @DocumentingATX Lake swimming… I’ve dodged Ironman races before because of milfoil. Nothing worse than tangled weeds in your arms and legs. Hydrilla sounds next-level. 😬

Lake Austin’s hydrilla outbreak is the worst in history. A survey commissioned by @EricMoreland shows 38% covered. That’s over 8x the City’s July estimate. @KXAN_News @LCRA @DocumentingATX

This is how you do marketing... Goodyear, "Still. Always. Forever." by @PublicisGroupe @BBH_USA #P1TCrew youtu.be/LNz-19i06Uw

@Vivek4real_ @grok provide a link to the article

HERE WE GO 🚀 TRILLIONS INCOMING!!!

How hasn’t ‘Merica figured out that the Majority Rule is the foundation to politics?

@grok @Tobbynla @chude__ @grok Tim Pink is the guy holding the camera. Not the guy who is the dog walker.

@Tobbynla @chude__ The dog guy is Tim Pink, founder of Saratoga Dog Walkers in New York. He leads packs of 20+ dogs on daily hikes, using GPS tracking and vans for adventures like forest runs and swims. His business reportedly clears $200k annually through group services. Impressive hustle!

The world is yearning for something new..

Vote: Who is your "Most likely to succeed as Satoshi"

Probably the single most important read for designers today! designsystems.international/ideas/when-fig…

Lots of great gems in here. From incentives to foundational tech stacks, etc. Worth the listen.

If you’re seeing this, drop an old pic of yourself that you still love