And lastly, this axis is all about producing more complex work, more representat

And lastly, this axis is all about producing more complex work, more representative work, and also nuanced signals that can be used for not just evaluation, but reward signals during training.

Why This Quote Matters

This quote was chosen because it draws a useful boundary between shallow and production-ready practice and turns the discussion toward measurement and accountability. In the context of The Art & Science of Benchmarking Agents — Vincent Chen, Snorkel AI, it is a useful pointer into Agent Evaluations rather than just a memorable line: it captures a reusable engineering judgment readers can compare against the source transcript, slides, and related scheduled sessions.

Related Topics

• Agent Evaluations — primary transcript signal
• Coding Agents — secondary transcript signal
• AutoResearch — secondary transcript signal
• Agentic Search — secondary transcript signal

Source

• youtube iNkFlCiij0U — The Art & Science of Benchmarking Agents — Vincent Chen, Snorkel AI