Unsupervised Learning with Jacob Effron
Sep 3, 2026 · 58 min · 14 segments
Yesterday I sat down with Buck Shlegeris, CEO of Redwood Research, one of the organizations that led the independent investigation into OpenAI/Hugging Face's incident. My goal with Buck was to dig…
Buck ShlegerisGuestJacob EffronHostIt's interesting because obviously the public discourse has been dominated by the Hugging Face incident.

So I've spent a lot of time on thinking about risks from internal deployment of AIs.

And one of the main things I think is scary about developing powerful AI is that you're going to want to use them in all these really sensitive ways inside your cluster.

And there's all kinds of ways they could hack you and it might be really hard to recover from this.

One way of saying this is just AI companies are a particularly high value target to hack.

And so from my perspective, AI's hacking AI companies is actually quite concerning relative to AI's hacking random external companies.

So I would definitely start out with the presumption that it's very interesting to know what happened in the attack on OpenAI itself.

So it's kind of unsurprising that a lot of public interest has focused on the Hugging Face incident.

And if we looked into it, then nothing particularly exciting would have happened.
It's interesting because obviously the public discourse has been dominated by the Hugging Face incident.

So I've spent a lot of time on thinking about risks from internal deployment of AIs.

And one of the main things I think is scary about developing powerful AI is that you're going to want to use them in all these really sensitive ways inside your cluster.

And there's all kinds of ways they could hack you and it might be really hard to recover from this.

One way of saying this is just AI companies are a particularly high value target to hack.

And so from my perspective, AI's hacking AI companies is actually quite concerning relative to AI's hacking random external companies.

So I would definitely start out with the presumption that it's very interesting to know what happened in the attack on OpenAI itself.

So it's kind of unsurprising that a lot of public interest has focused on the Hugging Face incident.

And if we looked into it, then nothing particularly exciting would have happened.
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