It's a product question as much as a technical one. I work on AI at Poe, with a background in developer experience and platform ecosystems.
Explore three practical questions ↓
Different filters.
Different observations.
One underlying source.
Can several imperfect signals produce a more useful training objective?
A practical look at model behavior, reward design, and the information each signal contributes.
Working through how several imperfect signals can produce a more useful training objective.
Watch the full talk ↗Product and research, APIs and developer tools: different ways of looking at how technology becomes useful.
Leading AI product work, with a focus on turning model behavior into products people can understand and use.
Research product work on AI Companion, speech, and applied machine learning.
Developer experience across the API platform, SDKs, and command-line tools.
Product and engineering for the Places API and partner ecosystem.
Earlier chapters
Twitter · Developer Relations Lead · 2013–2016Apple · Product Manager · 2011–2013Google · Associate Product Manager · 2009–2011