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“AI agents, the fear that these large language model companies could displace both tax prep and small business bookkeeping simultaneously has led to a lot of fear. This is a sell-off driven by convergence of regulatory and AI disruption fears, not really deteriorating fundamentals.”

“China still represents 30% of the revenue. So any additional export controls or Chinese retaliation, restricting tool service access, that could remove revenue to the tune of $2,000,000,000. It is a best in class franchise, but you are paying full price.”

“During the Iran crisis, poly market ceasefire probability contracts moved before and alongside traditional markets. These markets aggregate real-time information with participants who have skin in the game which often produces more accurate forecast than polls or even option implied probabilities.”

“The CFTC, which was once a legal adversary of these markets, has done a complete about-face under the Trump administration. In January, the CFTC and SEC held a joint summit on modernizing the regulatory framework for these types of contracts.”

“I think these are the most compelling NVIDIA alternative in AI accelerators. They have record data center revenue, they have that 41% server CPU share, and they have a credible roadmap towards GPU growth by these committed hyperscaler orders.”

“64% of respondents think unemployment will be higher a year from now, up from 61% in March. Never before has that share been this high without the economy experiencing recession. People aren't just complaining about prices anymore; they are scared about their jobs.”

“Citadel Securities is reportedly exploring prediction markets as trading scales up, a development that could fundamentally change how financial markets incorporate real-world event probabilities into prices. The price of this contract at any given moment essentially represents the crowd's real-time probability estimate.”

“The idea here is mixing these different asset classes that have different correlations to each other, and it lowers your overall risk profile of your portfolio. Because nobody knows what the future is gonna look like, and you can never be certain.”

“They have been slowly transitioning away from this agency model to more of a higher margin merchant payments model via its connected trip strategy. The growth strategy is certainly bearing itself out with merchant model revenue growing about 27.4% year over year.”

“Lueck's concern is that when you deploy these black box models at scale managing billions of dollars and you can't explain why the model is taking a position, you've introduced a risk that is very difficult to manage. You still want researchers to be thinking.”