$22B Co-Founder: What the Market Predicts for Your Job in 2026 | Luana Lopes Lara
August 11, 2026
AI Summary
5 min readLuana Lopes Lara, co-founder of the $22 billion prediction market platform Kalshi, says that a specific "doomsday scenario" for AI—defined by five conditions including unemployment levels—currently has odds of around 26 to 30 percent on her platform. That number, she notes, is "extremely high" and far higher than most people realize. The market is liquid, with millions of dollars traded against it. This single data point captures the shift she has observed over the past two years: people are no longer asking whether AI can do something; they are asking what AI will do to them.
What the Prediction Markets Are Saying About Your Job
The most concrete signal from Kalshi's data is about job security. The platform runs a monthly market asking whether AI will be the number one reason for job cuts in a given month. For both April and March, the market priced that probability at 73%. Lopes Lara confirms that this pattern looks likely to continue. "Even with 5,000 in volume, you already see kind of convergence," she explains, meaning that relatively small amounts of money are enough to produce stable, reliable probabilities.
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What you'll learn
- 1 (00:56) **The $22 Billion Co-Founder's View on AI and Job Cuts** - Luana Lopes Lara, founder of Kalshi, discusses how prediction markets are pricing the impact of AI on the workforce.
- 2 (07:05) **Prediction Markets as Hedging Tools** - Luana explains how individuals and small businesses use Kalshi to hedge financial risks.
- 3 (09:34) **The Real Use Case for Non-Bettors** - Luana reveals that 70% of Kalshi's users don't trade; they use the platform as a news and forecasting tool.
- 4 (10:28) **Luana's Daily Dashboard and the "Power Index"** - Luana shares what she personally monitors on Kalshi and describes a new aggregate index.
- 5 (12:30) **Live Predictions: What Changes for a Normal Person in 2026?** - Luana makes a series of on-the-spot predictions about work, finances, and job safety.
- 6 (15:28) **How to Trust the Numbers: Calibration and Probability** - Luana explains the statistical reliability of prediction markets and how to interpret their probabilities.
- 7 (17:50) **How AI Agents Transformed Kalshi's Operations** - Luana details how the company of 170 people uses AI agents to run efficiently.
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Show Notes
Luana Lopes Lara is the world's youngest self-made woman billionaire, by Forbes' count. In 2018, she co-founded Kalshi, a platform where anyone can look up the odds on things that haven't happened yet. This May, the company raised $1 billion at a $22 billion valuation. Her entire job is watching what people bet real money on.Luana Lopes Lara sits down with Marina Mogilko, Silicon Valley Girl, to discuss what the board already knows. What actually changes for a normal person by the end of this year? Will 2026 feel lighter or heavier for most people? Will any jobs suddenly become safer? And how much should you be relying on the public's opinion versus reality?They cover:- The exact odds the market is giving AI as the #1 reason for job cuts this month- The doomsday AI scenario the market is quietly pricing in — and the five conditions behind it- Which jobs Luana thinks are actually getting safer, and which ones people are wrong about- Her 2026 forecast for money, and the one variable it hangs on- How Kalshi ships product with 170 people and an agent for every new hire- Why the "solo founder with agents" story is wrong- Perps: Kalshi's first product outside prediction markets, and what it lets you bet on for the first time- The principle from her Brazilian middle-class upbringing that got her from a US college application to suing the US government — and winning
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