Agent Ages

Start Here
Essays
Concepts
Tools
中文
Join

Sign in Subscribe

能力退化 (Capability Decay)

Victor Lee

11 Mar 2026

--- 📖 English version: https://victor-lee.ghost.io/capability-decay/

Sign up for more like this.

Enter your email

Compliance Traceability

The capability for every critical agent action to be mapped back to compliance requirements, rule bases, and approval records. Not post-hoc documentation, but automatic recording of 'why this was allowed' during execution. Regulatory audits can directly export evidence chains.

11 Mar 2026

Legal Personhood Interface

An interface layer between agent systems and legal personhood frameworks. Defines whether and in what sense agents can be legally recognized, where responsibility boundaries lie, and what rights they hold. This is the必经之门 (necessary gateway) for agents transitioning from technical systems into social systems.

11 Mar 2026

Knowledge Drift

The phenomenon where knowledge relied upon by agents gradually becomes mismatched with the real world. Usually not sudden failure, but slow accuracy decline. Trigger conditions include policy changes, API modifications, and business rule adjustments. Requires establishing 'knowledge validity period' mechanisms.

11 Mar 2026

Agent Ages © 2026

About
Contact
Privacy
Terms

Powered by Ghost