The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Software

Exploit Hunt: How Threat-Model-Led AI Hunting Finds Real Zero-Days — and Why It Beats Scanning and Pentesting

Exploit Hunt runs an adversarial three-persona pipeline inside Phoenix Purple's knowledge graph: attacker, skeptic, exploit developer. Every reported finding ships as a runnable proof of concept, not a severity label. In one verified run, 3 target files produced 9 confirmed exploits — and the skeptic gate correctly killed every disputed finding before it reached proof. The post Exploit Hunt: How Threat-Model-Led AI Hunting Finds Real Zero-Days —…

Safety Risks Behind China's Top Open-Source LLMs: 76 percent Vulnerability Reproduction, Zero Refusal

As Chinese models such as Zhipu's GLM series and Moonshot's Kimi close the capability gap with Western frontier systems, the gap in safety mechanisms has widened sharply. European non-profit SaferAI released an independent risk audit of Zhipu GLM-5.2, testing the model without coordination against Zhipu and benchmarking it against Claude Opus 4.7 and GPT-5.5 across four systemic-risk categories defined by the EU General-Purpose AI Code of Practi…

Xage Expands Zero Trust Protection as AI Speeds Up Vulnerability Exploitation

Artificial intelligence is shrinking the time security teams have to defend vulnerable systems, prompting Xage Security to expand its Critical Asset Protection technology beyond industrial environments and into cloud services, business applications, AI systems and other digital infrastructure.The Palo Alto-based cybersecurity company said its platform will now protect both traditional critical assets and rapidly changing digital resources, inclu…

VanishID Previews AI Exploitability Management, Measuring What Frontier AI Can Weaponize From Public Data

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The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Software

Frontier AI is reshaping vulnerability discovery. Learn how our NOVA system found 14,000+ unknown vulnerabilities across the open-source software supply chain. This article has been indexed from Unit 42 Read the original article: The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Software The post The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Soft…