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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
And then the other thing is just like how to manage context, how to manage this other kind of challenges that the current models have.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
And then, yeah, as they evolve, you can kind of evolve the system as well.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
Yeah, so maybe just to expand on OpenClaw.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
So one thing that people don't realize when they use Anthropic OpenAI, or even worse, you use something else for inference, OpenClaw actually sends all your secrets to those services as well.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
Yeah.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
So somewhere in Entropic and OpenAI logs, they have everybody's access keys, API keys, and bearer tokens to access your Gmails and your Notions and your... It's actually insane that we're doing that.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
Yeah.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
And so first of all, Ironclad fixes that, like the keys never touch LLM.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
So even if you're using it with those centralized providers, which you shouldn't, but at least the keys are not going ever into LLM.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
So that's something we'd like, just like, that's just the only sane thing to do.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
Yes, yes.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
But what NeoAI has been working on actually for the past year is actually developing how do we do private AI?
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
So how do we actually offer AI where neither we, model provider, hardware provider is actually able to access what you are using
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
the AI inference with.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
And so we have Near AI Cloud, which is inference cloud.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
You can use open-weight models.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
And so it runs in secure enclaves.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
It actually uses, and this is kind of what I was referring in the beginning, it uses our multi-party computation network, which is part of Near that is used for encryption, decryption, for backups, for all the kind of internal machinery.
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
And that's what gives you this kind of
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Illia Polosukhin: Why AI Agents Are Still Useless (And What Fixes Them) | NEAR Founder on IronClaw
knowledge that like, hey, there's no single party who can go and decrypt your data.