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Four Generations of Broken Promises: Why AI SOC Agents Might Actually Be Different

David O'Neil
Cybersecurity
18 Mar, 2026

Series: The SIEM & AI Reckoning — Article 1 of 10Over twenty years and hundreds of vendor pitches, one line never changes: "This is going to change everything." 2005, SIEM. 2012, Next-Gen