The Future of Investing: Data, Signals, and Retail Power
Founders in Arms · Immad Akhund and Rajat Suri
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Show Notes
George Kailas is the CEO of Prospero AI, a platform helping retail investors make smarter decisions using simplified market signals and data-driven insights.
In this episode, George joins Immad and Raj to break down one of the biggest debates in investing today: should you just buy ETFs, or can retail investors actually beat the market?
They go deep into how modern markets really work, why retail investors are becoming more powerful than ever, and what most people get wrong about stock picking, AI tools, and “free” trading platforms.
What you’ll learn:
- Why ETFs beat stock picking if you don’t have enough time
- How retail investors now make up a massive share of market movement
- The biggest mistake investors make: not knowing when to exit
- Why analyst ratings and price targets often can’t be trusted
- How platforms like Robinhood actually make money (and what it means for you)
- The shift from software → data as the real moat in AI
- Why AI stock-picking tools are dangerous in volatile markets
- The psychology of investing: why most people need to lose before they learn
What we cover:
00:00 Should You Pick Stocks or Just Buy ETFs?
00:50 Meet George Kailas (Prospero AI)
01:30 Beating the Market with Data Signals
02:15 From Mortgage Models to AI Founder
03:20 Why Data Will Matter More Than Software
04:20 Why People Don’t Trust Analyst Ratings Anymore
05:00 Who Is Prospero Actually Built For?
05:45 Value Investing vs Modern Momentum
07:00 The Big Debate: ETFs vs Stock Picking
07:35 The 1-Hour Rule: When You Should NOT Pick Stocks
08:30 Retail Investors Are Driving the Market Now
09:30 How to Actually Learn Investing (Without Losing Everything)
10:40 Why Exiting Trades Is the Hardest Skill
11:25 Are Public Markets Really Mispriced?
11:55 Why Analyst Price Targets Can’t Be Trusted
13:05 Inside Prospero’s 10 Signals System
14:10 How They Simplify Complex Market Data
15:10 Risk Signals: When to Exit a Trade
16:30 How Traders Use Options, Sentiment & Dark Pools
17:30 Are Apps Like Robinhood Good or Bad?
18:10 The Hidden Cost of “Free” Trades
19:30 Why Retail Investors Lose Power Through Brokers
20:10 Better Alternatives to Robinhood
21:40 AI, Data, and the Future of Investing
23:00 Why Intent Data Could Change Everything
24:40 AI, Layoffs & Wealth Inequality
26:00 The Rise of Crypto Traders & Risk Culture
27:10 Why Some Investors Need to Lose First
29:00 Why AI Tools Are Bad at Risk
30:00 Mercury’s Investing Strategy (Simple ETFs)
31:30 Why They Avoid Complexity in Investing Products
31:45 Fundraising Journey: From Angels to Crowdfunding
33:00 Lessons from Running a Crowdfund
34:10 When Crowdfunding Actually Works
36:00 Mercury’s Acquisition Strategy Explained
38:00 Building an All-in-One Financial Platform
41:00 George’s Founder Journey & Early Exit
42:30 From “Sharky” to Self-Aware Leader
43:30 How Meditation Changed His Leadership Style
45:00 Managing Teams: Autonomy, Mastery, Purpose
47:00 Long-Term Vision for Prospero AI
49:30 Rapid Fire Begins
49:40 Founder He Admires (Jensen Huang)
50:40 Trends That Won’t Last
51:30 What He Changed His Mind About
52:05 Closing Thoughts