What Prediction Markets Don't Want You to Know
Video Overview & Insights
Prediction markets like PolyMarket and Kalshi are growing fast, but there may be a fatal flaw hidden in their design...
And then he told me I was no Indian he's ever seen 😅
Two Cents is hosted by Philip Olson, CFP® and Julia Lorenz-Olson, AFC®
Directors: Katie Graham & Andrew Matthews
Five Crowns
Written by: Andrew Matthews
Executive Producer: Amanda Fox
is this a ponzi scheme? a pyramid system that’s completely fueled by suckers?
Produced by: Katie Graham
Edited & Animated by: Andrew Matthews
And who pays for the interest on a bond? Hmm? Everyone... Fkn moronic
Fact checker: Yvonne McGreevy
Executive in Charge for PBS: Maribel Lopez
If any type of input can lead to a zero value with no possibility of recovery, it's gambling. Unlike regular markets, for example, Tesla lost 95% of its value in 2008 and 2009, but despite all those losses, if you had held onto your shares, your position would have recovered and you would now be a millionaire. This is the opposite of prediction markets where zero is irrecoverable.
Director of Programming for PBS: Gabrielle Ewing
Assistant Director of Programming for PBS: John Campbell
Is this a commercial for Polymarket?
Images by: Shutterstock
Music by: APM
Great video!
Two Cents is a production of Spotzen for PBS Digital Studios
sources:
I was part of something very early on that industry and I can assure you that these two platforms were created solely for the purpose of skiing regulations. People were paid to allow them.
https://www.marketwatch.com/story/in-a-coming-out-party-for-prediction-markets-and-sports-people-just-traded-nearly-1-5-billion-on-the-super-bowl-winner-86613100?gaa_at=eafs&gaa_n=AWEtsqdH0MvlNOkwL9DUImdXXkC-0bkKoACoz8bMxIa6Ys6QojFjpXrothtppZXqYR4%3D&gaa_ts=698a4e95&gaa_sig=Kxou8sL-v2eUMhfG0Yljt1shKDHepH83ZY5ZmJ4NIV8H3sXh8X2IBrTozmF_Vn4XnKHcWAG1xIcD5ZBIATv5Zw%3D%3D
https://www.wsj.com/business/media/super-bowl-prediction-betting-1302feda?gaa_at=eafs&gaa_n=AWEtsqeYnwzoWjuAX6-Ad6D8MDxU_Td9WGbSlP-ES4IMajsWkJk0ZD7iXPqNWRGA3As%3D&gaa_ts=698a4e95&gaa_sig=GanLFiKeKpHQ8tqDoatvRB9LU9peexBMa5oab4GmuTKj8_aWWOoUpfU0X9V6gTUQZF1oDXJlcAX8n1RfDQUWGg%3D%3D
polycool app community is experimenting with this at a deeper level
https://www.axios.com/2026/02/08/polymarket-kalshi-draftkings-fanduel-betting
https://www.axios.com/2025/11/18/polymarket-ceo-sportsbooks-gambling
People love gambling. If prediction markets were at risk then Vegas and Pokemon and scratchies would not exist. But they do.
https://www.axios.com/2026/01/03/maduro-capture-bets-trade-prediction-markets
https://www.france24.com/en/economy/20260208-betting-catastrophe-dizzying-rise-prediction-markets
You forget one important fact: stupid don't know they are stupid!
https://bettermarkets.org/analysis/predictably-prediction-markets-are-just-casinos/
https://www.nytimes.com/2026/01/19/technology/polymarket-kalshi-prediction-markets.html?smid=nytcore-ios-share
I don't see them running out of people who are dumb enough to gamble. I mean in casinos it is literally required by law to publish to banks edge, so people know that they are playing a losing game, but still people go there and waste their money.
https://www.cbsnews.com/news/polymarket-predictions-accuracy-shayne-coplan-60-minutes/
https://osf.io/preprints/socarxiv/d5yx2_v1
For long duration bets, the broker can generate the winnings via money market funds. Or just buy STRA and get better yields
https://www.cortezmasto.senate.gov/wp-content/uploads/2025/10/2025-September-30-Cortez-Masto-Curtis-CFTC-Letter-Sports-Gaming-FINAL-SIGNED.pdf
https://www.cortezmasto.senate.gov/wp-content/uploads/2025/10/2025-September-30-Cortez-Masto-Curtis-CFTC-Letter-Sports-Gaming-FINAL-SIGNED.pdf
For long duration bets, the broker can generate the winnings via money market funds. Or just buy STRA and get better yields
https://futurism.com/future-society/prediction-markets-analysis
https://www.economist.com/united-states/2026/02/07/checks-and-balance-newsletter-the-danger-of-prediction-markets
stock market is also like poker lol
https://www.ft.com/content/3382195d-b417-4fc8-9c2e-17f38027a635
https://www.nytimes.com/2026/02/07/business/dealbook/prediction-markets-sports-betting.html
Bets will become more specialised when common guy will realise that they gonna lose the bet anyway. Only real football fans will bet on results not some random person and there’ll less people betting on results which could’ve potential of insider trading hence less benefits on betting on those kind of bets.
https://www.businessinsider.com/prediction-markets-polymarket-kalshi-super-bowl-boom-bubble-2026-2
https://www.businessinsider.com/how-much-snow-new-york-city-storm-fern-polymarket-kalshi-2026-1
Soooo....a big scam😮😮😮😮😅😅😅😅😅
https://www.nytimes.com/2026/01/22/business/prediction-markets-polymarket-kalshi.html
Gambling is just the Lottery Lite. The odds are always stacked against you. It's also predatory in terms of enticing people with big winnings while draining many people of their money
More User Perspectives
Sounds like money laundering to me.
@JonathanMahadeoIt’s gambling. No matter how you state it. Gambling is trying to win money by predicting what an outcome will be. Same as this. Just another scam to separate morons from their money.
@jonsmith7659I like this
@michaelorians5762Casino but for idiocracy
@imajinerydeveloper3509Gambling.
Man, I hope after 2028 all this corruption finally gets done for.
AI, Prediction Apps, Crypto, etc.
I hope all these crash and burn and all those who allowed these go to jail and no bail.
dumb people will always be swindled
@McGuysterGuy-sterUgh. Stop calling them "bets." They are contracts that you can sell to other people.
Can you sell "bets" to someone else? No!!! You can't!!!
You don't buy contracts in the hopes you'll be "right." You buy contracts that you believe will increase in value over time.
This can include contacts that are $.02 each because you believe that the value will increase to $.05 so you can sell for a small profit.
Or manipulators will convince more losers with false data to make money before selling
@bam5732Not really a zero sum game. Losing money in a prediction market doesn't mean you are not compensated elsewhere. Prediction markets are a useful tool for mitigating risk.
@austinwheeler62347:18 yes it does
@rusu989I’d think two cents would cover this, but platforms like Kalshi and Polymarket aren't just gambling sites—they’re basically macro insurance. People have a genuine incentive to buy low-probability contracts to hedge against downside risks in their main portfolios, treating them like a shield against market shocks. On top of that, Kalshi acts like a high-yield savings account because they actually pay interest on your portfolio's net value—including open positions. That means you don't lose out on regular yields or suffer an opportunity cost while waiting months for a long-term contract to settle.
They're not just sites for men ages 18-24 to lose all their money on they are also useful financial tools.
Prediction market's ads target losers, what a shocker
@isaiasabinadisosagarcia936I'm surprised that PBS is platforming these losers.. 👎
@CodeNameClippyWait until you try to cash out.. then it's "suspicious activity" lol
@CodeNameClippyLove it when suckers get suckered but don't even know it and think they are the clever ones.
@jimwhite1756Good stuff
@isingizweherve4785As legit as elections?!
@k.chriscaldwell4141It is gambling with the added evil of insider trading
@intruder313Glad to know 96% are atheists
@gaseousFumes4uThis is sad teaching children to become gamblers
@th1910Next time don't use Jesus for your example
@hunterg3899God I love gambling
@ricardofernandosotomayordo9685Continuing with the poker analogy - being an inside trader in prediction markets is like playing a Texas hold em' game where your 2 cards stay hidden but everyone else plays with one of their 2 pocket cards showing.
@BrownymanLol bs there is as little risk in a polymarket bet as there is in government bond, where the f did you school? To be clear, Polymarket can go bankrupt, the US government cannot.
@edbopCut your damn hair, bro
@monsterstacksIs anyone here are going to talk about what is going on with these two? I have bben watching this couple for a Long time, and they have been great. But recently, man, something's up. Do they even believe in the stuff they are talking about? BTW, this Pollymarket video is spot on.
@ad1406-k3nAnd you didn't even bring the problem of how oracles have discretion to choose whichever side they want and not be punished for many contracts. E.g. contracts for "Tesla releases a self-driving car" got marked as YES even when by the definition of the contract they didn't. But the way the system works nobody (even the losers) have an incentive to challenge so it stands
@hectorurdiales4570No different than sports gambling. Needs to be (really and seriously) regulated.
@adamjames3245I buy a 5 dollar scratch off ticket 2x a year. Because thats the guy that wins. Not the guy that buys 20 dollar ones constantly
@DannyGruesomeWhat a misguided video. The whole point of any kind of market is to determine the price of things.
Insider trading is good, because it allows the information that was previously secret to be shared! Knowledge is good, not dangerous!
If people who don't know anything bet all the time, they will lose or win according to the probability of the event. This means, who wins and who loses is not going to be the same people.
Market efficiency has been studied for decades, shame the creators of this video choose to be so uninformed, and to spread misinformation.
7:30 Your argument that betting on prices going up would invalidate the information given to the public is utterly nonsensical. Taking the Jesus market aside, if I believe an event is more likely than its current price, I have an information edge on the market. I expect the price to adjust to the likelihood of that event as maturity approaches and more traders make their decisions. By buying in, I divulge my information edge to the public.
Now, what you did NOT talk about, in regards to the Jesus market, says more about you than about it. There are DERIVATIVES of this market (will the Jesus market hit x $ct by y date?), hence there is a double-sided incentive to raise the price of the underlying.
And why is your focus on prediction markets when it comes to zero-sum games? 97% of retail traders lose money on traditional markets.
Zero mentions of Brier scores or other forecasting metrics, no discussion about the data, just 'expert opinion' - which is worthless.
Honestly, your channel is maximally sloppy and superficial. This video made me unsubscribe. Thanks.