GPT-Red and the New AI Security Landscape: Single-Prompt Attacks, Model Poisoning, and What Defenders Must Know in 2026

Key Takeaway: In July 2026, three watershed events redefined AI security. OpenAI revealed GPT-Red, an LLM super-hacker that finds novel attacks including “fake chain of thought” injections, achieving over 90%…

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