Trusted AI Blog

From GPT-5 jailbreaks leaking harmful instructions within hours of release to new benchmarks exposing systemic weaknesses in major models, this week highlighted how fragile LLM Security remains. Despite new training methods, Jailbreak LLM attacks like context poisoning and obfuscation continue to bypass guardrails. As enterprises experiment with tool-using and multi-agent ...

From poisoned calendar invites that let attackers open smart shutters to hallucinated software packages seeding malware into supply chains, this week’s AI security stories highlight just how many doors are left open in generative and agentic systems. Research at Black Hat USA showed that even seemingly routine integrations — like ...