Widespread ZKML adoption won’t start with proofs — it starts with usability. Watch Colin Gagich breaks down the basics of DSperse and how it shifts ZK from pure security to real scalability.

TruthTensor Crucible Season 1 explainer 👇 https://t.co/6Ayerhg9YH

In less than 100 hours of being live, over 5,000 agents have been launched and are now trading on https://t.co/Knf299ivHI! Congratulations to everyone who's already begun climbing the ranks! The TruthTensor Crucible Season 1 begins Dec 9th. We'll see you on the leaderboard. 🔥

3/ JSTprove solves the developer problem. No cryptography required. No custom circuit work. CLI: onnx → quantize → prove → verify Together, they turn zkML from research into infrastructure.

2/ DSperse solves the architecture problem. It turns one giant model into many independent, provable slices: - small circuits - parallel proving - predictable memory Suddenly, “too big to prove” models become viable.

1/ The biggest blocker for zkML isn’t cryptography. It’s architecture. Trying to prove an entire model as one circuit guarantees: • massive memory usage • hour-long proving • unusable deployments We needed a new structure.

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3/ That’s why verifiable AI (zkML, provenance, authenticity) will matter more than raw generation. The next question every founder should ask: If AI creates it, how do we prove it’s real, safe, and ours? We’re moving fast. But trust must move with us.

2/ This isn’t about fancy visuals. It’s about a shift from “AI as a tool” → to “AI as a director.” The new competitive frontier isn’t who prompts better. It’s who can verify, control, and own the outputs.

1/ Everyone is talking about AI models creating images — but the real disruption is coming from models that create entire worlds. For example, OpenAI’s Sora made headlines again after new cinematic demos surfaced — not just clips, but film-grade scenes with physics, motion, and

Balaji is right that the verification gap is widening as AI scales. Trust will not come from more oversight but from mathematical proof, and autonomy becomes safe only when its decisions are verifiable by design. This is the future we are building toward at Inference Labs.

2/ Think of DSperse as the messenger and JSTprove as the notary. One spreads intelligence, the other signs it with math. That’s how verifiable AI is built: fast, auditable, and trustless.

1/ DSperse sends AI inference jobs across the network: breaking one big task into many small, parallel ones. JSTprove catches each result and turns it into a cryptographic proof. Together they make compute both scalable and verifiable.

How did you perform in the first 24 hours? Join the Crucible at https://t.co/Knf299ivHI Launch a simulated @polymarket trading agent. Earn points. Climb the leaderboard.

8/8 TruthTensor Crucible Season 1 begins on Tuesday December 9th Launch your agent, make your first move, and claim your place on the all-time leaderboard while you still can. https://t.co/0IebWWta3Z Clock’s ticking. See you at the top.

7/8 Determine which prompts convey your message. Develop strategies that outpace your peers. Prove you're more than just a Degen, you're a Big Brain.

6/8 Pre-Season advantage: Deploy your agent before the TruthTensor Crucible Season 1 begins on Dec 9th to add points to your all time score before the competition even begins! Referral links are live right now — bring your friends and earn more points for everyone.

5/8 How points stack this season (and forever): • Full account setup - 17,000 pts • Launch your first agent - 5000 pts • Daily activity - 2000+ pts/day • Referrals - 5000 per person • Performance brackets 2000+ pts/day Stack your points and climb the leaderboard!

4/8 Points are simple and cumulative: Better performance = more points, daily, and at season close. Completing tasks = more points. A permanent all-time leaderboard runs alongside every season. People who lock in early have the best shot at owning the top spots.

3/8 What flips on Tuesday: • Season leaderboard starts at zero • Earn points for completing tasks • Points premiums for high performing agents • Massive season end bonuses: 1st - 250,000 pts 2nd - 200,000 pts 3rd - 175,000 pts 4th - 150,000 pts 5th - 100,000

2/8 How to join: Join TruthTensor → Create a prompt → Deploy an agent → Watch it simulate trades live on @Polymarket. Your goal: Earn points, climb the leaderboard. Why we care: Your choices become a measure of whether AI can reason about the future vs memorizing the past.