Full interview with @whitej124 + key takeaways here:.

5⃣Tech choice: small, focused LLMs + classic ML for speed, accuracy, and auditability. Sub-second responses and clean provenance. 6⃣The future of wealth: automated, augmented, embedded. High-touch for the ultra-wealthy; AI-augmented advice for everyone else.

The most fun image & video creation tool in the world is here. Try it for free in the Grok App.

3⃣ Scale with compliance: 10k–15k explanations/day, human-in-the-loop QA, audit trails. That’s how you ship inside regulated firms. 4⃣ Build vs. buy isn’t binary. Teams prototype in-house, then plug into Pebble for speed, scale, and legal review when it’s time to go live.

2⃣ Why am I making/losing money? Explanations > predictions. Pebble maps catalysts using news, filings, correlations, and graph links—so you know why something moved.

1⃣ The problem: most retail investors lack a process. Pebble acts as a portfolio co-pilot, turning “I want EV exposure” into diversified, supply-chain-aware portfolios.

AI is a means to an investing end. Here we talk with Justin Whitehead, CEO of Pebble Finance, as he focuses on real financial intelligence—clear explanations that investors can act on. Link in thread 🔗

@mjmauboussin Rookie move by me not confirming the right link. Use this👉

For those who follow @MJMauboussin — what’s the most valuable lesson you’ve learned from his work?.Would love to hear your takes 👇.

If you’re in finance and want to stay ahead in the age of AI, this is worth your time. Full interview with @MJMauboussin + key takeaways here:. #Investing #AI #Fintech #Finance #MachineLearning.

3️⃣ Why documenting your investment decisions is crucial — and how AI can give brutally honest feedback on your process. 4️⃣ The learning challenge AI creates, and how to train analysts to overcome it.

1️⃣ How AI bridges the gap between quantitative & discretionary investing. 2️⃣ Fighting bias & “noise” by simulating a wisdom of crowds with AI personas — think Seth Klarman vs. Warren Buffett debating the same stock.

It’s easy to be overwhelmed by the AI hype. Michael shares a practical, grounded framework for how investors can actually use AI to improve their process — not just as a buzzword, but as a genuine edge. Here’s what you’ll learn 👇.

AI is reshaping investing faster than any shift I’ve seen in 30 years. 🧵 1/6. We’re kicking off AInvestor with @MJMauboussin on: “Building and Maintaining an Edge: AI’s Role.”. A must-read for anyone in finance. 🔗 Link in thread ↓

I'm excited to announce the launch of AInvestor, an effort to share how the pros use and invest in AI. We'll be offering a suite of newsletters and content. 👇Click below to see what we are about