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Cybersecurity

The “Cybersecurity” archive contains 2 published articles, dated 2026-10-24–2026-10-25. Each article retains its sources and context.

2 stories · Cybersecurity

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AI-generated editorial illustration of a glowing abstract computing core, layered protective structures and circuit connections
Technology/

Kimi K3.1 Pro: cyber benchmarks do not measure real-world attack rates

Controlled cyber benchmarks do not measure real-world attack success or establish deployment safety. Evaluation conditions, access controls and operational risk need separate scrutiny.

AI-generated editorial illustration: a server, disconnected network cable and repair tools represent cyber-incident investigation and remediation, not an actual company incident.
Technology/

After AI accelerates vulnerability discovery, the test is getting fixes into running systems

CVE growth is not equivalent to attacks doubling. PHP updates and changing risk assessments show why discovery, validation, deployment and incident response require separate judgments.

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