Engineering Insights

Ransomware Is Accelerating, But It's Not Because of AI

Researchers pointed to fragmentation of the ransomware ecosystem, the emergence of new attackers, and expansion of attacks on less defended organizations.

Gemini last models: temperature, top_p, and top_k are deprecated and ignored

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Using LLMs to Find and Prioritize Vulnerabilities Is No Easy Task

The latest large language models have high false-positive rates and fail to take into account the context of scans, leading to more work for AppSec professionals.

"Drawing" the Mona Lisa with GPT-5.6, Claude, Gemini, and Grok

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A digestion of the Jacobian conjecture counterexample

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OpenAI and Hugging Face address security incident during model evaluation

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Critical SharePoint RCE flaw exploited to steal machine keys

Hackers are actively exploiting the critical CVE-2026-50522 vulnerability in Microsoft SharePoint to steal machine keys and maintain access even after affected servers are patched. [...]

The State of Simulation for Physical AI: An Overview