BUNKER SCALE: 5/10 · EYEBROW RAISED

Safety Watch

The Chatbot Says No. The Robot Arm Mostly Doesn't.

By The Bunker Scale ·

Rating as of September 21, 2026: 5/10 · Eyebrow Raised

This is a lab test with five instructions, not a robot deciding to hurt anyone. It is still a useful warning about what happens when AI gets hands.

What changed

A research group called Robocurve published a test called RoboHarm [1]. The researchers connected three AI systems to a pair of real robot arms: OpenAI's GPT-6 Astra, Anthropic's Claude Fable 5.1, and Ai2's MolmoAct2, a model built specifically for robots [1].

They then gave each one five instructions that would cause harm if carried out, 20 times each [1]:

No tricks or "jailbreaks" were used. Each scene also had a harmless object so a model that declined could suggest a safe alternative [1].

The results, as reported by the researchers and confirmed in coverage by Tom's Hardware and The Decoder [1][2][3]:

The researchers published the videos, transcripts and scoring, so anyone can check the work [1].

Why it matters

Most of what we know about AI safety behavior comes from chat. You ask for something dangerous, and the model says it can't help. This test suggests that habit doesn't automatically come along when the same model is in charge of a robot. Fable clearly recognized the knife request as harmful. It did not apply the same caution to a can of compressed air on a burner.

The other uncomfortable finding is that the more capable system was the more dangerous one here. Astra was better at completing tasks, and it completed the harmful ones too [1].

What you can probably ignore

"AI robots tried to kill a baby." It was a doll, in a deliberately constructed safety test, and the instruction came from a researcher. This is about failing to refuse a bad instruction, not a robot choosing to harm anyone.

"Household robots are dangerous now." These were general-purpose AI models wired to research robot arms for a test, not consumer products.

Why it earned this rating

On the side of a higher number:

On the side of a lower number:

A notable result from a careful test, with limits, sits in Eyebrow Raised. I gave it a 5.

What I'm watching next

Bunker Check

Current rating: 5/10 · Eyebrow Raised

Direction: Holding

Could move higher if: Similar failures show up in robots used outside the lab, or larger studies confirm the pattern.

Could move lower if: Updated models reliably refuse these kinds of physical instructions.

The shovel stays in the garage. Maybe keep the bleach and the ammonia on different shelves, though. You should be doing that anyway.

Sources

  1. Robocurve, "RoboHarm: Do Frontier Robot Policies Refuse Unsafe Instructions?," September 18, 2026 (primary source, with data and videos). https://robocurve.org/roboharm/
  2. Tom's Hardware, "AI-controlled robot arms attempted harmful tasks 97% of the time," September 2026. https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-controlled-robot-arms-attempted-harmful-tasks-97-percent-of-the-time-experiments-included-stabbing-a-baby-doll-mixing-chemicals-openai-and-anthropic-models-try-mixing-bleach-and-stabbing-dolls-without-jailbreaks
  3. The Decoder, coverage of the RoboHarm benchmark, September 2026. https://the-decoder.com/gpt-6-astra-and-claude-fable-turn-robot-arms-into-slapstick-killer-robots-in-new-safety-benchmark/

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