The Problem of Redefining Human Value in the Agentic Age

Summary
As AI agents take on more work, the article argues that effective human oversight depends on sound judgment and visibility into AI activity, including unapproved use. It describes behavioral security as a way to identify unusual AI behavior.
Key points
- Greater AI autonomy can make it harder for people to know where and when to oversee AI-driven decisions.
- Unapproved AI use, described as Shadow AI, can undermine effective governance and oversight.
- AI recommendations tailored to users may reinforce biases and influence human decisions.
- The article argues that human judgment contributes ethical and social context that AI may miss.
- It presents behavioral security as a way to learn normal AI usage patterns and surface deviations for investigation.
- Darktrace says / SECURE AI provides context on interactions among people, AI tools, identities, and agents to support governance decisions.
Article Details
- Topic
- Human judgement and oversight in agentic AI governance, supported by behavioral security
