Inference Labs
@inference_labs
Autonomy unbridled.
Governed by math, not blind faith.
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Some computer vision systems stop at detection.
Real production environments require something more durable: a reliable record of what happened, when it happened, and how the system arrived there.
Sertn is built around making inference verifiable.
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Claude agents closing real deals + memory getting stronger→ AI is moving from tools to actors.
The moment AI starts acting, not just responding, verification stops being optional.
At Inference Labs we are building the layer that makes AI actions verifiable.
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Falls are one of the leading risks in elderly care, yet detection still often depends on delayed reporting or manual monitoring.
Sertn enables real-time fall detection with a verifiable record of what actually happened. Runs on your own infrastructure, with full control over models and data.
Not just alerts. Evidence.
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AI systems are everywhere. Proof is not.
Sertn adds a verifiable record to every inference: model + input + output.
And the best part it is independently checkable. That’s the shift from outputs to trust.
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1/ Normally, when a model says “here’s the result”, you have to trust it ran correctly.
With Proof of Inference, the system produces cryptographic proof that the computation actually happened.
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Robotic boats are restoring coral reefs with AI-guided precision. Environmental autonomy is rising fast, but ecological robotics must be accountable.
Verifiable inference ensures interventions are transparent and safe.
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We’re entering the phase where AI systems don’t just run, they have to be provable.
On Subnet-2, we’re now running JSTprove in production and scaling zk proofs for real ML workloads.
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1/ LLMs judging other LLMs sounds efficient… until you ask who sets the rules.
Bias, hinting, and vendor effects creep in fast.
DSperse is now powering ML workloads on Subnet-2.
Slice models → prove parts → scale what used to be impossible.
This is what production zkML infrastructure actually looks like.
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1/6 Season 2 of the TruthTensor Crucible is now closed!
The seasonal leaderboard locked.
The bonuses are credited.
The data is being reviewed.
What's been accomplished so far has been extraordinary. 🎉
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