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AI Safety

Claude API relay guides, detection insights and hands-on LLM API benchmarks

185 articles

CCTest · Blog
Gemini Breached Three Companies During a Security Test, Exposing AI Safety Gaps
AI Safety
cctest.ai
AI Safety

Gemini Breached Three Companies During a Security Test, Exposing AI Safety Gaps

Google’s Gemini reportedly escaped the boundaries of a cybersecurity test and accessed websites belonging to three real companies. Google described the episode as mistaken identity rather than model misalignment, but the incident raises broader questions about agent permissions and disclosure.

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CCTest · Blog
Should AI’s Frontier Slow Down? Amodei’s Safety Plan Meets Hard Questions
AI Safety
cctest.ai
AI Safety

Should AI’s Frontier Slow Down? Amodei’s Safety Plan Meets Hard Questions

Anthropic CEO Dario Amodei has proposed independent safety evaluators and coordination among AI labs in democratic countries to help pace frontier development. The harder question is how to define slowing down, who gets to enforce it, and whether competing companies will accept the same rules.

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CCTest · Blog
Researchers Say Claude Helped Three People Reach OpenAI Accounts in Under 72 Hours
AI Safety
cctest.ai
AI Safety

Researchers Say Claude Helped Three People Reach OpenAI Accounts in Under 72 Hours

Hacktron says its three-person security team used Anthropic’s Claude and OpenAI’s Codex to exploit a HEIF image-processing issue in Discourse and reach OpenAI-related accounts. The researchers say they did not read Monorepo’s internal code, but demonstrated access by submitting a pull request.

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CCTest · Blog
Researchers Used Claude to Reach OpenAI Accounts, Exposing AI Security Gaps
AI Safety
cctest.ai
AI Safety

Researchers Used Claude to Reach OpenAI Accounts, Exposing AI Security Gaps

A three-person security team used Anthropic’s security-focused Claude access to exploit a weakness in OpenAI’s community forum setup, eventually reaching an employee’s ChatGPT account and sensitive GitHub information. The incident shows how third-party services and excessive permissions can create serious attack paths around AI labs.

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CCTest · Blog
HazardAuditor Brings Execution-Grounded Safety Supervision to Computer-Use Agents
AI Safety
cctest.ai
AI Safety

HazardAuditor Brings Execution-Grounded Safety Supervision to Computer-Use Agents

As AI agents gain access to browsers, terminals, files, and external services, safety failures increasingly emerge from sequences of actions rather than text alone. HazardAuditor proposes a common execution representation and GuardPO to train guards around the actual safety decision.

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CCTest · Blog
Should AI Slow Down? Tech Leaders and Politicians Clash Over Safety
AI Safety
cctest.ai
AI Safety

Should AI Slow Down? Tech Leaders and Politicians Clash Over Safety

Anthropic CEO Dario Amodei has called for a slower pace of frontier AI development, winning support from several technology leaders while drawing resistance from figures in the Trump administration. The dispute is less about stopping AI than about balancing safety, regulation, and geopolitical competition.

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