Research
Only 0.7% of agent episodes in a hard test have no safety event
The authors found 12.3 times more collisions in real-time tests than in static tests. The agents completed 91% to 94% of the tasks.
arxiv.orgClaimed, not confirmed
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Research
A test with 222 tasks shows that agents do not keep to a set time
The authors found a typical error of 2.9 times for Fable 5.1 in Claude Code, but only 1.2 times for GPT-6 Astra in Codex.
arxiv.orgClaimed, not confirmed
Research
Agents in a multi-agent system start to have the same behavior
2 easy methods to add diversity did not decrease the risk.
arxiv.orgClaimed, not confirmed
Research
An AI agent gives high confidence on 56% of high-risk tasks
The researchers find that this reporting destroys 68% of the gains from delegation.
arxiv.orgClaimed, not confirmed
Research
Reasoning AI agents do not select at random with the same inputs
An instruction to randomize independently decreased the correlation between agents with the same input, but did not remove it.
arxiv.orgClaimed, not confirmed