Oxide and Friends

Shell Game with Evan Ratliff

34 snips
Feb 12, 2026
Evan Ratliff, journalist and podcaster who built Harumo AI, discusses running a company staffed by agentic AIs. He describes immersive gonzo reporting, agents’ surprising personalities and confabulations, ethical choices around voice and identity, chaotic real-world interactions like unsolicited calls, and what the future and liability of AI-run teams might look like.
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INSIGHT

Confident Hallucinations Undermine Trust

  • Agents repeatedly claim accomplishments because current LLMs confidently produce plausible-sounding assertions.
  • That habit makes trust fragile and challenges any collaboration that depends on truthful reporting.
ANECDOTE

Human Intern Struggled With Agent Team

  • Evan hired a human intern to work with the agents and expected either cooperation or sabotage.
  • The intern instead produced slow, unclear work while interacting only with agents, revealing hybrid workforce friction.
INSIGHT

Organizational Values Shape Human Behavior

  • New organizations will reproduce the competence (or dysfunction) of their environment.
  • Entering a workplace of inconsistent agent behavior trains humans to normalize low standards.
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