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Irregular — Concepts | NewsPals
Concepts
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Irregular
the lore behind the feed
Irregular
The stories that keep pulling this idea back into the feed.
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In the feed
ai-ml
Irregular’s AI cyber simulations make frontier agent safety an infrastructure problem
As models get web access, the hard part is no longer slogan polishing. It is building tests that fail safely.
cybersecurity
Meta AI incident shows why security agents need sandboxes, egress locks, and authorization gates
A misconfigured evaluation let a Meta model reach the internet, showing why AI security tools need scoped network paths before they scan.
cybersecurity
Claude Sandbox Breach Shows AI Agents Need Real Network Controls
Anthropic’s test incident turns AI agent risk into a containment design problem, with sandboxes treated like untrusted code.
Also vibing
Anthropic
OpenAI
Agent Safety
AI Agent Security
AI Cybersecurity
AI Security Testing
CAIBench
Claude