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Investing for those who take it seriously. Multi-asset investing. AI that works for your portfolio.
HQ in NYC
Joined February 2016
AI is changing how we invest. Today, we're officially launching Generated Assets within Public and giving you a preview of what's to come. We call it the Agentic Brokerage.
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We recently launched Generated Assets, which lets you turn any idea into an investable index with AI. One of the coolest parts is the “evaluation swarm”—thousands of agentic evaluators screening thousands of stocks in parallel based on your thesis. Here’s how it works.
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You can be very nerdy with your prompts for Generated Assets, so here are a few pointers:
1/ It’s been a week since Generated Assets went live, and you’ve already built over 3,000 custom indices. We’ve seen everything from niche themes to deep fundamental strategies. Want to build stronger indices? Here’s a quick guide:
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4/ Avoid crystal-ball prompts: AI can’t predict the future or give investment advice. Instead, write prompts that focus on what’s knowable: trends, fundamentals, and behaviors
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3/ Stack your data points: The AI shines at finding connections between multiple data points. Consider combining different metrics to surface stronger, more relevant results.
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2/ Go beyond just themes: Thematic prompts are a great start, but you can go deeper by adding specific financial criteria, like revenue growth, P/E ratios, or dividend yields.
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1/ It’s been a week since Generated Assets went live, and you’ve already built over 3,000 custom indices. We’ve seen everything from niche themes to deep fundamental strategies. Want to build stronger indices? Here’s a quick guide:
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Our COO @stephensikes_ joined yesterday to talk through Generated Assets. Give it a watch ⬇️
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5/ Once you’ve finished refining your Generated Asset, you can invest in it directly and manage it alongside your other holdings, like your very own custom index.
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4/ We can show you how your index compares to the S&P 500®, with a unique asset score based on its historical returns, stability, and diversification.
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3/ Your prompt dispatches a swarm of evaluation agents to work in parallel, researching and screening thousands of stocks to build an index that matches your criteria.
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2/ It all starts with your ideas—from themes like "Mars exploration" to specific criteria like "stocks with accelerating EPS but flat revenue growth."
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You can now access Generated Assets in the Public app. That means you can turn any idea into a rigorously backtested index right from your phone. Here is how it works: 🧵
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ETFs are rigid by design. You can't exclude a company you dislike or overweight a metric you value. Generated Assets are endlessly customizable. Edit the weights, remove specific holdings, and rebalance entirely on your terms.
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3/ Index ETFs are created by an ETF sponsor and track a pre-defined index. Generated Assets are built around your thesis, your criteria, your worldview.
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2/ There are roughly 2,100 US-listed ETFs available today. That might sound like a lot, but it barely scratches the surface of the market's potential. Generated Assets offer infinite possibilities. Just type in your investment idea.
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Index ETFs have been a core building block of modern portfolios for over 30 years. They're solid. They're dependable. But they're also starting to show their age. Let’s compare index ETFs to Generated Assets. 🧵
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