IDEAS FROM THE WORK
At the intersection
of theory and practice.
Selected writing from Distyl’s engineers and researchers.
No One Hands You
the Right Answer
What an embedded engineer learned by working through the ambiguity behind an AI grading process.
The Validation Gap
in Self-Improving AI
Finding a failure is the start. Evaluating a proposed improvement is what makes change accountable.
VoicEmu: Simulating
the Tails of Human Speech
How simulated speech helps teams test the variations a voice agent may encounter in the real world.
Explore the original writing, research, and company news.
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