Can an AI Agent Sign Up for Developer Services Without Seeing Your Payment Card or Identity?
Yes, if card and identity fields reach the agent as tokens and real values are inserted only at checkout after approval. Check how the payment step works.
Research topic
web agents
Research on web agents: AI agent security, tokenization and checks for sensitive data access before allowing enterprise workflows to run.
Does an AI Agent Know When a Change Is Irreversible?
Not reliably. Benchmarks show careful agents still take irreversible actions. Check that reversibility is classified by the environment, not the model.
How Likely Is an AI Agent to Leak Data?
Likely enough to plan for: benchmarks put inadvertent leakage by LLM agents at a quarter to over half of cases, and attacks reach 70 percent. Plan for it.