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TEXXR

Chronicles

The story behind the story

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Algorithmic trading firm XTX Markets announces the $10M AI-MO Prize for a public AI model than can win a gold medal in the International Mathematical Olympiad

AI isn't smart enough to win a gold medal at the math Olympics—yet.  Can a billionaire's money change that?  —  Alex Gerko cannot wait to lose $10 million.

Wall Street Journal Ben Cohen

Context & Ripple Effects

XTX Markets is extending its machine-learning focus beyond trading infrastructure into an open research incentive. Its founder’s later profile described the compute-intensive base behind XTX, including an Icelandic supercomputer and roughly 25,000 AI chips.

The prize fixes a public, difficult benchmark for mathematical reasoning. Later coverage shows why that distinction matters: experimental models were reported at gold-medal level, yet human contestants still outscored leading models at the 2025 IMO.

First-order effects

  • Researchers and model developers gain a $10 million incentive to build and publicly release systems that can meet a clearly specified Olympiad-level standard.
  • XTX ties its brand to a technically demanding AI benchmark while directing attention toward public models rather than proprietary-only demonstrations.

Second-order effects

  • Labs pursuing mathematical reasoning have a new external benchmark against which to compare claimed progress; public release requirements could make qualifying work easier for other researchers to inspect and build on.
  • The award raises the value of compute, talent, and evaluation methods able to produce verifiable reasoning performance—capabilities already central to XTX’s AI-heavy trading infrastructure.

Third-order effects

  • If prizes and benchmarks increasingly reward reproducible public performance, AI competition may shift from broad capability claims toward auditable task-level results.
  • Mathematical competitions can become a recurring proving ground for reasoning models, but later gaps between model and human IMO scores show that benchmark success should not be treated as a complete measure of general intelligence.

The trend: Private AI capital is increasingly using high-visibility, rigorously scored challenges to accelerate and validate progress in reasoning models.

Discussion

  • @mickeyshaughnes Mickey Shaughnessy on x
    Great thread on math AI. It's got a long ways to go, I think. In our Mathcounts team meeting we've been playing with having the LLM solve problems, it's not very good even at the simple ones yet.
  • @shafayat_sheikh Sheikh Shafayat on x
    I saw quite a few people talking about IMO gold medalist model. This is a nice breakdown on the so many things that is still quite far away, specially the spatial understanding is a quite hard one.
  • @iamtimnguyen Timothy Nguyen on x
    As an alternative to solving 5 Clay Math Millennium problems, you can now build an AI that wins a gold medal at the IMO to win $5 million dollars. The AI Mathematical Olympiad Prize: https://aimoprize.com/
  • @ian_dot_so Ian Tracey on x
    This is an awesome contest. State of the art models today are bad at mathematical reasoning. A model that could solve Olympiad math problems would be a step closer to a future of AI-driven scientific discovery https://aimoprize.com/
  • @alexandergerko Alex Gerko on x
    First order of business with AI-MO prize, we are looking for somebody to run this exciting project: https://www.xtxmarkets.com/... If you know someone qualified, please share!
  • @atabarrok Alex Tabarrok on x
    AI Mathematical Olympiad, $5 million prize for an AI that enters math Olympiad and wins gold. https://aimoprize.com/
  • @wsj @wsj on x
    It's the world's most famous high-school math test. Now anyone can win millions of dollars if they ace it—with one catch. https://www.wsj.com/... https://www.wsj.com/...
  • @_lewtun Lewis Tunstall on x
    A wonderful thread on what it takes to do well on the math olympiad and why LLMs will have an uphill battle “solving it”
  • @rm_rafailov Rafael Rafailov on x
    I saw this challenge https://aimoprize.com/ to develop an AI that can win a gold medal at the IMO. I competed at that level a couple of times (only silver medals though) and have been working on RL and LLMs for a bit. Here is my thoughts on what the challenges are: 1/N