Issue Merging data and computation removes the separation classical security relied on
Summary
In a sidebar a Stanford researcher argues that classical security worked because data and computation were separable, so defences could distinguish attacks on one from attacks on the other, whereas AI systems fuse them and an attack on either is an attack on both.
Classification
Main topicDigital Infrastructure & Cyber
Secondary topicsAI & Computing
Region menusGlobal
Impactscope:global
Time horizon0-3 years (2026-07-26)
Last updated2026-07-29 04:49:52
Evidence 2
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=58;section=The AI dilemma: Securing and leveraging AI for cyber defense / Security for AI 2025-12 accessed 2026-07-26
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=58;section=The AI dilemma: Securing and leveraging AI for cyber defense / Security for AI 2025-12 accessed 2026-07-26
Constituent trends 1
Directly linked signals 0
No objects.
Relation types: constitutes
Public id: fm-5445c539a763