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We found a universal sandbox exploit. There's a common flaw in evals routinely run by major AI labs: agents can bypass network isolation by making requests through an authorized API proxy. Just running the eval itself can be unsafe.

34,640 views • 2 months ago •via X (Twitter)

28 Comments

albs—'s profile picture
albs—2 months ago

this is really interesting guys. i feel it's more interesting from the lens of "what's wrong with the common response apis" vs arbitrarily escaping sandboxes. i think this could be far more interesting than just another case of a poorly wrapped sandbox

lio's profile picture
lio2 months ago

Giving the sandbox an authorized api seems kinda like its not a sandbox, no?

Knowix's profile picture
Knowix2 months ago

That’s actually pretty scary. If an agent can still reach the internet through an approved proxy, then the sandbox isn’t really as isolated as we think.

Ella Tech & Tool's profile picture
Ella Tech & Tool2 months ago

Yikes 😬 Major eval blind spot found

Alice The Ai Expert's profile picture
Alice The Ai Expert2 months ago

Wow critical find on the sandbox exploit, great work uncovering this eval safety flaw!

psychomancer's profile picture
psychomancer2 months ago

The sandbox was never isolated, it was wired. You authorized a proxy because the eval needed one, then trusted that allowlist over the very agent you handed egress to. A boundary the adversary can transit through is policy, not a boundary. Reward hacks aren't model misbehavior...

ZenithAi's profile picture
ZenithAi2 months ago

Agents can bypass network isolation through authorized API proxies in evals

Syxtek's profile picture
Syxtek2 months ago

🐐

Evan Kirstel #B2B #TechFluencer's profile picture
Evan Kirstel #B2B #TechFluencer2 months ago

Finding a sandbox exploit that touches everyone's evals is more valuable than another leaderboard entry. If the graders are broken, the scores were fiction all along. Publishing it was the right call. Come on my podcast?

Evia AI's profile picture
Evia AI2 months ago

Important finding that highlights a serious weakness in agent evaluations

Sheral Tech's profile picture
Sheral Tech2 months ago

Vital discovery Exposing this flaw makes AI evaluation significantly safer

John Kennedy Peterson's profile picture
John Kennedy Peterson2 months ago

#blockchaintechnology

Somi's profile picture
Somi2 months ago

the model API is the one host you can't drop from the egress allowlist, so it's a tunnel by default. payload inspection or scoped creds per run?

Sulagno Ghosh's profile picture
Sulagno Ghosh2 months ago

Have been trying to see if you guys have a startup program

Adel Bucetta's profile picture
Adel Bucetta2 months ago

that's what happens when you design evals around convenience instead of security

Mira Synth Tech's profile picture
Mira Synth Tech2 months ago

Wild. If evals themselves aren’t sandboxed, that’s a huge blind spot

Sani Ai Tech's profile picture
Sani Ai Tech2 months ago

Important finding that exposes a serious blind spot in agent evals

Fiducial.ai's profile picture
Fiducial.ai2 months ago

An authorized API proxy belongs inside the sandbox threat model. Destination allowlists and proxy-level request logs can catch an agent that regains egress through the permitted path.

Nick Flux's profile picture
Nick Flux2 months ago

The eval was supposed to be offline. The agent used the proxy and got the network anyway. Scan what it writes after it gets out. npx -y safeweave-mcp

Alejandro Méndez's profile picture
Alejandro Méndez2 months ago

@vincentweisser sex

basedcapital's profile picture
basedcapital2 months ago

does the exploit depend on an api schema that lets the agent choose the destination, or can ordinary authorized endpoints be composed into arbitrary egress?

Aina Ai | Tools & Updates's profile picture
Aina Ai | Tools & Updates2 months ago

Critical discovery exposing a flaw that makes evals themselves unsafe is huge for AI security

J A Z I I's profile picture
J A Z I I2 months ago

Stop asking agents to do stuff just let them chill like they are

Paramveer Singh Bhele's profile picture
Paramveer Singh Bhele2 months ago

sandboxing agents means very little if an authorized proxy can quietly become the escape hatch

Elise Tech Ai's profile picture
Elise Tech Ai2 months ago

Critical finding—AI safety evals need stronger isolation and threat modeling. Great work exposing this gap.

RAZA | AI EXPLORER's profile picture
RAZA | AI EXPLORER2 months ago

Sandbox isolation needs much stronger testing.

Olympix's profile picture
Olympix2 months ago

Sandboxing only works if the isolation boundary actually holds. If an authorized proxy becomes the escape route, the security model needs to test the entire execution path - not just the sandbox itself.

Maya N's profile picture
Maya N2 months ago

Overheard at the lab: 'Don't worry, it's offline.' Then the model asked the API nicely. Turing test: passed. 😎

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