Guy Lepage

Founding Partner @Brunheller, Founder & Executive Chairman @MSG3_hq

[Guy Lepage @guylepage3]

How long before agents start to become masters?

[Elon Musk @elonmusk]

𝕏 Money early public access will launch next month

[Guy Lepage @guylepage3]

Can’t wait to test this out with one of my Raspberry Pi’s. https://t.co/H0ZISXmG38

[Guy Lepage @guylepage3]

@SynapseIX 💯

[Guy Lepage @guylepage3]

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 🧵↓

[Guy Lepage @guylepage3]

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

[Guy Lepage @guylepage3]

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.

[Guy Lepage @guylepage3]

@muneeb @Stacks or @hirosystems?

[Guy Lepage @guylepage3]

@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. 😬

[Guy Lepage @guylepage3]

This is how you do marketing...

Goodyear, "Still. Always. Forever." by @PublicisGroupe @BBH_USA #P1TCrew https://t.co/yVomxo0xMx

[Guy Lepage @guylepage3]

@Vivek4real_ @grok provide a link to the article

[Guy Lepage @guylepage3]

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

[Guy Lepage @guylepage3]

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

[Guy Lepage @guylepage3]

The world is yearning for something new..

[Guy Lepage @guylepage3]

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

[Guy Lepage @guylepage3]

Probably the single most important read for designers today!
https://t.co/7jlsp6d5yK

[Guy Lepage @guylepage3]

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

Worth the listen.

[Chamath Palihapitiya @chamath]

.@tobi @TOtechweek 🇨🇦🔥

[Guy Lepage @guylepage3]

@MarcHochstein