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The a16z Show · Wednesday, September 9, 2026

Historical Parallels for AI Evaluation Agencies

Rayan Krishnan drew parallels between the need for AI evaluation services and historical independent testing groups that emerged with new trillion-dollar industries. He suggested that rating agencies and audit firms offer lessons for developing a robust AI evaluation ecosystem.

The tape

2 quotes
There are rating agencies, audit firms, what's the right comparable?
And every time a new trillion dollar industry emerges, there's a need for this independent testing group.
Heard on The a16z Show — “Who Grades the AI Models? | Ben Horowitz & Rayan Krishnan, published Wednesday, September 9, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.05
Historical Parallels for AI Evaluation Agencies — Heardvine