Uber — Who's Really Behind Your A...

Uber — Who's Really Behind Your AI Agent's Actions?

Data Science in the Wild di Peter Liu
S1 · E13
12 set 2026
22:17

Note sull'episodio

When an AI agent calls another agent that changes production, who's responsible? Uber gives every agent hop its own short-lived token that records the whole chain back to a human, with P99 latency under 40 milliseconds.

Key takeaways:

  • Old identity sees only the last caller. In agent-to-agent chains, a policy engine can't tell which human or agent started a request.
  • Two layers of proof. SPIFFE/SPIRE verifies the workload. A separate agent identity ties the specific agent to it, so an agent can't pretend to be one it isn't allowed to host.
  • Exchange tokens at every hop. Based on OAuth 2.0 Token Exchange (RFC 8693), each hop trades its token at a security token service for a new, short-lived JWT carrying the full actor chain. There's no master token to steal.
  • Enforced at the gateway. An MCP gateway checks the chain before an agent touches tools or services, and the chain is traceable in observability.
  • Fast and adopted. Token exchange P99 latency stays under 40 ms, and thousands of internal agents use the system.

Chapters:

00:00 A 2 a.m. outage caused by an agent

01:33 Why agents break identity

03:52 The telephone-game problem

06:11 Workload identity with SPIFFE/SPIRE

07:42 Carrying the actor chain

09:12 Token exchange at every hop

10:45 The MCP gateway

13:01 Latency and adoption

14:34 What's novel

16:05 Meta's REA and other approaches

17:37 Revocation mid-task

19:08 Limitations and next steps

21:26 Closing question

Sources:

Related episode: E6: Shopify — An AI Agent That Verifies Its Own Work

Enjoyed it? Follow Data Science in the Wild (one real production ML/AI system or paper per episode, hosted by Peter Liu) and rate it on Apple Podcasts or Spotify.

Also from Peter: The GenAI Evolution Atlas, Wednesday AI deep dives and Friday news roundups.

Made with AI-generated voices; curated by Peter Liu from the sources above.