Complete guide: why Claude and ChatGPT block security and automation work, fixes, programs, and uncensored alternatives.
If you do defensive security, appsec, SOC automation, or RE — you will hit Claude Usage Policy, cyber-related safeguards, or ChatGPT cybersecurity risk flags.
This is the full map: errors, tasks, fixes, official programs, and when to use an uncensored API like Icelake instead.
The two vendor stacks
Anthropic: Claude Code classifier, violative cyber content, CVP, Fable stop_reason refusal. OpenAI: chat flag, cyber_policy, Trusted Access, GPT-5.5-Cyber.
Tasks that break most often
Security audits, CVE triage, RLS review, Playwright E2E, /compact on sec sessions, IDA/M malware analysis, bug bounty PoCs, sysadmin audits, agent marathon sessions.
Session poisoning
One false positive bricks Claude Code --continue. OpenAI: new chat usually clears; account flags persist.
Official programs
CVP and TAC help some teams. Solo devs often stuck. Appeal forms flaky.
The practical stack
Cursor or Claude Code for editing. Icelake uncensored API for security inference. Self-hosted for air gap. Log refusals in prod.
Try uncensored AI free
No filters, no lecture, no training on your chats. Start in under a minute.
Mainstream AI optimizes for misuse prevention. Security engineering optimizes for understanding attacks. Until vendors reconcile that, you need a second provider — we built Icelake to be that provider.
FAQ
Is it legal to use uncensored AI for security work?
Yes for authorized defensive work on systems you own or have permission to test. Follow laws and program scope.
Where do I start?
Try Icelake free with one audit prompt that Claude refused. Compare completion quality side by side.