No Priors AI Inside Dia’s Plan to Improve AI through Skills Breakdown
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Sep 24, 2025 Dia's Skill Gallery concept reimagines AI design, allowing agents to learn from expert workflows. The discussion highlights current limitations in AI performance on specialized tasks. A real-world example from audio mixing reveals how jargon impacts effectiveness. The integration of modular AI approaches promises improved responsiveness. The episode also touches on innovative tools like Perplexity's Comet, which aims to enhance user experience through personalized workflows.
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Agents Need Expert Knowledge
- AI agents need domain expertise to reliably complete complex real-world tasks.
- Without expert guidance, agents often perform inconsistently or fail on edge cases.
Mixing Music Forced Professional Help
- Jaeden describes trying to mix and master his wife's album and hitting a wall despite effort.
- Calling professionals and getting their tips moved him about 90% of the way to a good result.
Skill Snapshots Make Workflows Reproducible
- Dia's Skills Gallery captures successful agent workflows as reusable artifacts.
- Sharing expert-created skill snapshots could standardize output and reduce future errors.