actuary | prediction market research & analytics | co-founder @Kalshinomics | xc mtb racer

colorado
Joined February 2025
The PM Pulse 071 • Utah's attorney general sues @Kalshi and SIG • @Polymarket DeFi waives fees • @Kalshi x @dillonbrooks24 • @Kalshi skips CFB player props • @cryptocom x @river_markets • Trader Notes: @probaaron breaks down @Kalshi’s press secretary market
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“Never doubt that a small group of thoughtful, committed citizens can change the world. Indeed, it is the only thing that ever has.” xitter.cf/i/trending/21121889132…

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aaron retweeted
new NFL chart: the last 24 hours of trading on Kalshi before kickoff 16.4M contracts traded on Broncos-Chiefs pregame. 94% of it in the final day, 11M at one price: KC 54¢ takers bought 9.6M Denver to 6.8M Kansas City
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aaron retweeted
I'm working on building out some prediction market dashboards for this NFL season appreciate @samschwartz71 featuring some of the early work in The PM Pulse today. lots more to come! xitter.cf/samschwartz71/status/2…
The PM Pulse 042 • @Novig x @sydney_sweeney • @RobinhoodApp seeks SCOTUS review • @Kalshi files Ninth Circuit en banc petition • @DraftKings x @_IC360 • Trader Notes: @probaaron on the NFL Opener • Inside Prediction Markets × @robpizzola
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aaron retweeted
game theory poll: hypothetically, you get the payout if the final % of people who choose the same answer stays under the cutoff multiple groups can win, what are you picking?
17%$100 if under 50%
34%$1k if under 25%
27%$10k if under 10%
21%$100k if under 3%
1,683 votes • Final results
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aaron retweeted
Fable: “you should place this bid” me: "ok, place the bid" Fable: “whoa whoa whoa, placing trades is a financial transaction. I can’t be involved in this”
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aaron retweeted
before prediction markets, there were Phish setlist bets, Warcraft III tower defense and poker games with my brothers I wrote about the games within games that led me here, and why I still love trying to put a price on uncertainty resolutionpending.substack.c…
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Really enjoyed this one - we got pretty deep into market structure in prediction markets and where more competition might lead them. Great chatting with @RufusPeabody and @jeffma on @BetTheProcess.
Newest episode of @BetTheProcess where @RufusPeabody and I speak talk to SIG alum and trading expert @andrewcourt1 about all things prediction markets... good thing we are sponsored by @Novig
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aaron retweeted
I’d bet this looks very different weighted by volume xitter.cf/probaaron/status/20887…
how automated is your prediction market trading?
46%all manual
23%mostly manual
15%mostly programmatic
17%fully programmatic
586 votes • Final results
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aaron retweeted
how automated is your prediction market trading?
46%all manual
23%mostly manual
15%mostly programmatic
17%fully programmatic
586 votes • Final results
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aaron retweeted
8 flips. 80 minutes. 3.05 million contracts I reconstructed Kalshi’s Wisconsin Democratic primary swings and what the tape reveals about how traders processed live county returns resolutionpending.substack.c…
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aaron retweeted
issues with resolutions, settlements, wording of contracts sometimes are reported by major outlets but are often are just discussed on x or discord. submit some disputes with your agent or manually with your contract and we will give you full access to the database
Today we are launching a Resolution and Dispute database. Submit markets that are poorly settled, vaguely worded, subject to oracle manipulations or anything else that results in traders not knowing how a market may or may not settle. Submit via the form or your agent with > Fetch and follow the instructions at labs.adjacent.markets/disput… to help me file a prediction-market resolution dispute with Adjacent. labs.adjacent.markets/disput…
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Excellent: "The market found the upset early, then spent 80 minutes arguing with itself about how much each corner of Wisconsin was worth." @Kalshi
8 flips. 80 minutes. 3.05 million contracts I reconstructed Kalshi’s Wisconsin Democratic primary swings and what the tape reveals about how traders processed live county returns resolutionpending.substack.c…
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max bet on the over
I’m forecasting 21.9B Kalshi NFL game-winner contracts from the Hall of Fame Game through the divisional round, more than four times last season’s volume here’s the data, assumptions, forecast range, and what would change my mind: resolutionpending.substack.c…
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aaron retweeted
I’m forecasting 21.9B Kalshi NFL game-winner contracts from the Hall of Fame Game through the divisional round, more than four times last season’s volume here’s the data, assumptions, forecast range, and what would change my mind: resolutionpending.substack.c…
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aaron retweeted
new: The Exchange That Posts Like a Casino prediction markets want to be treated like exchanges but often market themselves like casinos I wrote about their excellent APIs, real hedges, high fees, resolution failures and the legal fight beneath it all open.substack.com/pub/resolu…
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This is a great read. Very well-researched. “my current thoughts, held the way any opinion should be held here, ready to be repriced on new information” Intro is 🔥 – the people spending the most time trading / building in these markets are usually the ones who know them best!
new: The Exchange That Posts Like a Casino prediction markets want to be treated like exchanges but often market themselves like casinos I wrote about their excellent APIs, real hedges, high fees, resolution failures and the legal fight beneath it all open.substack.com/pub/resolu…
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aaron retweeted
what's your favorite prediction market resolution dispute?
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aaron retweeted
$177M vs $83k Kalshi has already done more than 2,000x Polymarket’s volume on the same Rocket Classic golf winner market hard to overstate the value of owning the US sports bettor
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