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When AI Finds Faster Than Humanity Can Fix — and How Human–AI Co- Repair Can Close the Gap
In the AI Age, security is measured not by how fast we find our flaws, but by how fast we repair them — together. An AI system discovers a critical vulnerability. The discovery makes headlines. But who ensures that the hospital, the public service, and the small...
Japan’s Cyber Emergency: When Defense Goes Active, Trust Must Lead
On October 9, Masaaki Taira, head of the Liberal Democratic Party's cybersecurity strategy headquarters, declared Japan in a state of emergency in cyberspace. A wave of attacks has disrupted more than 20 companies across transport, retail, finance, and cloud services....
