Apr 17, 2026 · 1h 9m · sourcery
The AI Brokerage Quietly Taking on Schwab, Fidelity & Vanguard · Sourcery with Molly O'Shea
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gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
In this episode of Sourcery, host Molly O'Shea interviews Public Co-Founder and Co-CEO Leif Abraham about Public's strategic shift to challenge legacy brokerages like Schwab and Fidelity through AI-driven investing tools, as well as the broader socioeconomic impacts of AI and automation on wealth disparity.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Molly holds 21.8% of the talking time here. How this is scored →
Molly as informed peer 4.4 Guest teaching 4.4 Guest disagreement 1.9 Molly pushing back 1.9
speaking balance: gold is Molly, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 45:43 Debunking tokenization hype
Leif aggressively dismisses crypto marketing narratives, declaring that wrapping an asset in a token does not magically create 24/7 liquidity.
Hardest push from Molly ▶ 42:48 Pushing on prediction market FOMOMolly confronts Leif on whether Public is missing out on massive retail trading volume by refusing to rush into hype-driven prediction markets.
Biggest teaching moment ▶ 39:00 The harsh economics of mass fintech monetizationLeif delivers a detailed masterclass on why sub-75th percentile consumer fintech must rely on predatory payday loans, interchange, and sports betting rather than asset management.
Molly holds their own ▶ 56:30 Contrasting mega-fund private models with public IPOsMolly demonstrates deep domain knowledge by citing Fundrise CEO Ben Miller's metrics and a16z's 18% market share of venture capital to challenge the necessity of traditional IPO routes.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Molly as informed peer | Guest teaching | Guest disagreement | Molly pushing back | Why |
|---|---|---|---|---|---|---|
| Serious Brand Positioning vs Legacy Brokerage Incumbents | 4 | 4 | 2 | 2 | Molly asks targeted questions on Public's branding and whether they are taking on Charles Schwab directly. Leif explains how Public differentiates from speculative neo-brokers and captures wealth transfers from traditional incumbents. | |
| Agentic Investing Launch and Product Quality Focus | 4 | 3 | 1 | 2 | Molly playfully probes whether the studio launch videos are real or generated by AI. Leif details the mechanics of their new automated agentic investing workflows. | |
| Global Offices and the Co-CEO Leadership Model | 3 | 3 | 1 | 1 | Molly asks about corporate structure and the Co-CEO dynamic across Copenhagen and New York. Leif explains the European norm of shared leadership and balanced decision-making. | |
| The Evolution of Public and the Level Up Pivot | 5 | 5 | 2 | 2 | Molly asks how macro cycles and post-ZIRP conditions affected business strategy. Leif breaks down Public's 'Level Up' pivot from mass social investing to the top quartile of wealthy retail investors. | |
| Public Product Matrix: Assets, Accounts, and Products | 4 | 4 | 1 | 2 | Molly asks about the architecture behind Public's expansion into multiple asset classes. Leif outlines the four-pillar framework of asset classes, accounts, platforms, and AI-generated products. | |
| User Behavior and Index Remixing in Generated Assets | 4 | 3 | 1 | 1 | Molly and Leif discuss retail user experimentation with custom indices. Leif highlights high-performing defense baskets and custom tech-only S&P index remixing. | |
| Mid-Roll Sponsor Break: Brex and Turing | 5 | 6 | 2 | 2 | Molly references her conversation with a16z Perennial regarding the distinction between investment professionals and real investors. Leif breaks down the financial advisor role into grunt work, advice, and emotional support, outlining how AI will replace each. | |
| Agentic Execution Architecture and Super App Focus | 5 | 4 | 1 | 2 | Molly asks how Public manages execution risk and hallucination in agentic trading. Leif explains their technical separation between probabilistic LLM reasoning and deterministic rule execution. | |
| Mass Fintech Monetization vs Prediction Markets | 5 | 6 | 3 | 3 | Molly challenges whether Public suffers FOMO over massive trading volumes in prediction markets. Leif delivers a blunt breakdown of how mass consumer fintech relies on predatory monetisation like payday loans and sports betting while Public focuses purely on asset compounding. | |
| Tokenization Realities and Market Liquidity Mechanics | 4 | 6 | 4 | 2 | Molly asks if tokenization will make all assets continuously tradable. Leif aggressively pushes back on crypto hype, stating tokens are just wrappers and market liquidity is the actual constraint. | |
| Mid-Roll Sponsor Break: VCX, Public, Merge, and Deel | 6 | 5 | 2 | 3 | Molly cites her conversation with Fundrise's Ben Miller and a16z's huge capital raises, probing liquidity bottlenecks in private tech. Leif critiques low-float closed-end funds as speculative vehicles that distort valuations. | |
| Public's Path to an IPO and Founder Communications | 4 | 3 | 1 | 1 | Molly asks how Leif approaches high performance and IPO readiness for Public. Leif explains why consumer-facing companies benefit from public listings and retail shareholder advocacy. | |
| Macro AI Outlook: Robotics Disparity and UBI | 4 | 5 | 3 | 2 | Molly prompts Leif for an overlooked macro risk. Leif offers a dark prediction on extreme wealth and power disparity from centralized AI robotics, arguing for inevitable UBI to avoid severe social breakdown. |
Statements from this episode (24)
Abraham: Charles Schwab hasn't been disrupted because it doubled in five years
“Schwab hasn't actually been disrupted yet, really, because that company actually, you know, still doubled in the last five years.”
Abraham: The top 25% will inherit 85% of the great wealth transfer
“85% of that money will be inherited by the top Quarter over the top 25%, and so that's literally where the money is at in our space”
Abraham: Public's incoming account transfers primarily come from legacy incumbent brokerages
“Actually if you look at where people ACAT accounts from, You know, where they like consolidate brokerage accounts from for us. It's Schwab, Fidelity, E-Trade, Vanguard, and then Merrill and Robinhood. So, so we are much more competing with the incumbents than …”
Abraham: Public launched AI agents to automate users' brokerage account workflows
“So we just lost agents for investing. And what that helps you do is to essentially automate any type of workflow in your brokerage account. That could be a trading strategy, that can be money movements, that can be alerts you want to set up to some regard.”
Abraham: Social investing features are dead because AI has cannibalized them
“Social is dead because it was basically cannibalized from AI.”
Abraham: Bottom 75% can't compound wealth, forcing fintechs to monetize via speculation
“If in the US, sadly, if you're in the sub 75%, you live paycheck to paycheck to credit card, you do not have money to compound the markets. You just don't. And that's also why you see the people who have, who acquire those and build products for those and, you…”
Abraham confirms Public has billions in assets and doubling revenue
“I think I asked you, and I was wondering what your numbers were, and you said millions of users, billions of assets, billions of trading volume, and revenue doubling every year.
[916] Molly O'Shea: So is that
[917] Leif Abraham: That is accurate.”
Abraham: Public has virtually zero churn and 25-year expected user lifetimes
“Because we're also building for portfolio builders, so people that actually just compound wealth over time, we essentially have no churn. Like, our lifetimes are like, 25 years plus. They literally, like, that, that line is just straight at some point, and jus…”
Abraham: Public abandoned its democratization mission to focus on top-quartile investors
“When we launched the company, we were much more on this mindset of like democratization, public for everyone, you know, no, no, no. Then we were, as we then built through it and kind of made our learnings and we're like, you know what, we've got to focus on th…”
Abraham: Public's top AI-generated asset basket is defense stocks, up 350%
“The, I think the best performing generated asset on the platform right now is defense and Weapons manufacturers. One that is like up 350% in the last month. Or something, you know.”
Abraham: The average age of a Public investing user is 38
“Average age in public is 38, so call it like mid-millennial kind of thing, I would call it.”
Abraham: Average financial advisor age is roughly 60 and rising yearly
“The average age of financial advisor goes up by, you know, a year every year. I think the average age is actually roughly 60 or so already, you know”
Abraham: AI will inevitably replace human financial advisors' advice and emotional support
“And AI, if you look at like agents what we've launched, that does number one now. And so two and three is going to be replaced as well. It's just a matter of time”
Abraham: Investors are far from ready to let autonomous AI agents manage their money
“I don't think people are ready to give their money to Open Claw and say, make me money now, please. You know, like, I think we're far away from that, and you know, there's a reason why everyone wants to have a little Mac Mini, because they want to have these t…”
Abraham: Public is refusing to build a general money super app
“And so we're not going to build the money super app, you know, we're rather going to be the investing super app, for lack of better wording because our types of customers, you know, that is where their financial lives really are centered around”
Abraham: Public plans to launch prediction markets and event contracts
“No, I think prediction markets or event contracts, but as I said are a very powerful tool. We're going to go into that at some point ourselves”
Abraham: Securities prediction markets will dramatically surpass US sports betting volumes
“My hunch would be that the volumes around that in the long term will be dramatically higher than what the market of sports betting is in the US.”
Abraham: 24/7 stock trading requires market liquidity, not blockchain token wrappers
“That doesn't make any sense because just by wrapping it into a token doesn't mean it's ready for seven. Like, come on. Like also like, don't pretend like you don't know that. Like, you know, it's like, it's just a fucking rapper, you know, let's be straight, y…”
Abraham: Closed-end funds are a flawed instrument for retail private access
“We haven't found the instrument yet to really open up, you know, like private companies to retail investors. And so if close-time fund is the best thing we got going so far, okay, there's some exposure there that people can take advantage of, but I still think…”
Abraham: More private tech companies should rip the bandaid and go public
“I think just like rip the bandaid and more companies should go public. It's good for the markets. It's good for retail investor access. It's likely, you know, likely good for those companies too, to some regard, you know.”
Abraham: Going public was one of Robinhood's best strategic decisions
“Even for Robinhood, I think one of the best things I've ever done is to become public. Because you suddenly can build a retail base of followers that own your stock, that will root for you. And I think that today that is a very powerful thing.”
Abraham: Highest-multiple public companies are story stocks with high retail ownership
“If you look at the companies that are trading at the highest revenue multiples, they're all companies that are like story stocks with a high retail ownership.”
Abraham: Public's internal AI agent autonomously converts Jira tickets into frontend code
“There's one agent called Cody, which is like, basically like a frontend engineer that we have that can literally turn a Jira ticket into perfect code that just, it's, you know, sets for an engineer to review and merge, and like, it's autonomously just working …”
Abraham: AI disparity will force NYC luxury apartments to hire armed guards
“The wealth disparity that's already extreme in the US is going to become even more extreme, and one of the first effects of that is just going to be that we're going to live in a less safe society, where in your New York Fancy apartment where you have your doo…”