The One With the Big Prizes: qBitTensor Labs at Exploit Summit 2026
Bittensor threw its own conference in Montreal, and we took the stage to make the case for Enigma: remove the centralized staffing decision and let the whole world advance the state of the art. Notes from the talk, the keynote, gamma, a community member's main-stage win, and the milestones that fell while we were on the road.
On September 28–29, Bittensor held its first major conference of its own: the Exploit Summit, at New City Gas in Montreal. Subnet operators, validators, miners, and investors — essentially everyone you know from the ecosystem — in one converted 19th-century gasworks for two days.
They named the conference Exploit. We run the subnet where finding the exploit is literally the job. We had to be there.
The Talk: What Makes Something "State of the Art"?
Bob took the stage with ten minutes and one argument.
We tend to think of the state of the art as the best that can be done. It isn't. It's closer to a centralized staffing decision: private labs fund a problem up to a point and then stop, and wherever the work stopped becomes the new state of the art. That doesn't mean it's the best that can be done — it just means it's where someone stopped paying.
Meanwhile, the talent is everywhere. The labs are concentrated in a few places, but the people who can actually move these problems forward are in basements and apartments all over the world.
Enigma removes the staffing decision. Challenges get posted just beyond the state of the art. Prizes grow until someone achieves the result and unlocks them. The whole world competes, winning results get published, and the next milestone opens just past the new frontier. There are no participation trophies — big results earn big rewards, and that's the entire game.
And all of it runs on Bittensor, prize pools included. While many subnets still hold prizes in owner-custodied wallets you have to trust, Enigma's pools sit in on-chain treasury wallets, and the site reads the chain to show you where every dollar is.
Enigma wasn't the whole story, though. We also used the opportunity to show the room our other subnet — SN48: Quantum Compute. And because telling people about quantum on Bittensor is never as good as showing them, we did it as a live demo: a real quantum circuit, executed on a real quantum computer, on stage, through the subnet. You can watch the whole thing here.
"You're the Ones With the Big Prizes"
The most encouraging thing about Exploit wasn't anything that happened on stage. It was how many people who have never mined a block on Enigma already knew exactly what it was. Introduce the subnet and the response came back the same way, over and over: "Yeah, yeah — you're the ones with the big prizes."
That recognition is worth more than it sounds. The pools have crossed $600,000, milestone prizes have climbed as the early rungs kept falling, and the results speak the way we hoped they would: in public, on-chain, where anyone can check.
The Keynote, in One Quote
Const's keynote had the production value of an NVIDIA launch, and buried in it was the best one-line description of Enigma we've ever heard — even though he wasn't talking about us:
Incentive computing: specify a valuable result, how to verify it, and the reward for producing it. Leave the method open.
Specify the valuable result: that's the milestone. Verify it: every submission is checked automatically against a fresh problem instance. Reward it: the prize pools, growing every block until someone wins. Leave the method open: that's the whole point. The RSA-530 win brought in techniques that look like they came from entirely outside the project. You couldn't describe Enigma any better.
The keynote's bigger theme — incentivizing subnets to bring outside capital and attention into the ecosystem, and subnets building on each other — is a direction we've been pointed in for a while, and it was good to hear it from the main stage.
Gamma: An Early Read
Exploit also previewed gamma, an on-chain mechanism for subnets to transact with each other: swap alpha into gamma, which buys and burns the target subnet's alpha, and spend it there on storage, inference, IP development, and so on.
Three things we like about it: it's on-chain, so spending can be verified instead of trusted; it keeps value inside TAO rather than leaking out to pay for services; and it makes value creation measurable — spending through gamma into a subnet is evidence of real demand in a way a buy-and-burn alone never is. The implementation details will matter, but announcing the direction early lets subnets line up their strategies, and we've already started conversations with other subnets about partnering on challenges.
A Community Win on the Main Stage
One of the best moments of the summit belonged to one of our own. Ryan Bequette — JB Rings to anyone who's spent time in the qBit community — presented on the Exploit main stage and won the contest for a BitStarter-registered subnet.
His project is Carbon (carbonphysics.ai), focused on surrogate models: a class of models that can stand in for expensive physics simulations and make them useful to real engineering teams. In his words, presenting was "way out of my comfort zone," but he'd have regretted not trying. We couldn't be prouder, and we'll be watching Carbon closely.
Meanwhile, the Subnet Didn't Wait for Us
The best summary of how Enigma works might be what happened while we were on the road:
- RSA-512 fell — the key size that protected real communications until about 1999, solved within the challenge's four-hour, single-GPU window. RSA-530 fell next, faster than we expected. RSA-560 is now live.
- Hardening Quantum Proof Milestone 3 was broken twice in under a day, by two completely independent approaches — after standing for months. The full story is in A Tale of Two Solvers.
No staffing decision. No committee. The challenges were live, the prizes were on-chain, and the world kept working while we shook hands in Montreal. That's the model.
See You at the Next One
Exploit was a reminder that the people in this ecosystem are often nothing like their online presence — in the best ways. If you're trying to get more involved in Bittensor, go to the next one.
Everything we talked about on stage gets announced first on X: milestone falls, prize increases, new challenges, and the research that comes out of them. Follow @qBitTensorLabs and @EnigmaSN63 to watch it play out.