Story · Christopher Lovejoy & Saul Howard (AI Engineer)
Why Your Enterprise Tech Stack Isn’t Ready for AI Agents (Christopher Lovejoy & Saul Howard (AI Engineer))
talk · Story page
Agent POCs die when compliance asks for the audit trail: a durable record of every action, data access, and authorization, not a developer log. Their answer is an append-only event log holding only references, with sensitive records stored separately.
In plain words
- Lovejoy and Howard argue that workplace artificial intelligence systems need permanent records of every action, data access, and permission.
- The record covers every action, every use of data, and the permission behind each action.
- New events are added permanently instead of changing earlier records, creating a lasting chain of evidence.
- Sensitive patient details stay in separate storage, while the event record keeps only references to them.
- Companies can investigate automated decisions without exposing health data, while keeping evidence that required rules were followed.
Appeared in
- Malicious skills hijack agents mid-task, and debate training curbs reward hacking
Aug 20, 2026 · in the sections
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