Mukesh Kumar Singh — AI Security Journalhttps://www.mukeshkumarsingh.com/journal.htmlDaily field notes on AI security, operational assurance, incident response, DFIR, threat intelligence, and standards.enWed, 15 Jul 2026 18:00:00 +0530 AI Vulnerability Discovery Needs an Operational Coordination Layerhttps://www.mukeshkumarsingh.com/ai-cyber-coordination-critical-infrastructure.htmlhttps://www.mukeshkumarsingh.com/ai-cyber-coordination-critical-infrastructure.htmlWed, 15 Jul 2026 09:00:00 +0530What a new U.S. AI–cyber initiative means for vulnerability validation, disclosure, remediation, and assurance evidence. AI-Assisted Cybercrime Is Becoming an Operational Signalhttps://www.mukeshkumarsingh.com/ai-assisted-cybercrime-operational-signal.htmlhttps://www.mukeshkumarsingh.com/ai-assisted-cybercrime-operational-signal.htmlTue, 14 Jul 2026 18:00:00 +0530Why defenders should measure attacker workflow compression rather than wait for fully autonomous attacks. National Cyber Exercises Should Test Decisions, Not Theatrehttps://www.mukeshkumarsingh.com/hybrid-cyber-resilience-national-exercises.htmlhttps://www.mukeshkumarsingh.com/hybrid-cyber-resilience-national-exercises.htmlTue, 14 Jul 2026 15:00:00 +0530What large hybrid-attack exercises must preserve to produce useful assurance evidence. Disrupting Ransomware Infrastructure: The Enabling Layer Mattershttps://www.mukeshkumarsingh.com/disrupting-russian-ransomware-infrastructure.htmlhttps://www.mukeshkumarsingh.com/disrupting-russian-ransomware-infrastructure.htmlTue, 14 Jul 2026 12:00:00 +0530Why incident analysis should look beyond payload operators to infrastructure and service dependencies. Critical Cloud Oversight Moves Resilience Beyond the Customer Boundaryhttps://www.mukeshkumarsingh.com/uk-critical-cloud-provider-oversight.htmlhttps://www.mukeshkumarsingh.com/uk-critical-cloud-provider-oversight.htmlFri, 10 Jul 2026 12:00:00 +0530What UK oversight of critical technology providers means for cloud concentration and dependency risk.