Docs
Research Gwen and capability growth
How Gwen is designed to learn from the world, curate research, and propose new tasks, skills, integrations, and product improvements.
What is Research Gwen?
Research Gwen is the internal research loop for improving Gwen. It can monitor AI, automation, tools, markets, industries, funding, regulation, and customer needs, then produce reviewed research briefs.
How does research improve Gwen?
Research can propose new tasks, skills, integrations, work-area content, docs, news briefs, and product improvements. Proposed capabilities should be reviewed before becoming live behavior.
Why not silently add capabilities?
Gwen should improve continuously, but high-trust systems need review. New integrations, actions, skills, and code changes should be proposed, tested, approved, and promoted.
Can Research Gwen write news?
The intended news flow is daily research, source review, draft generation, human approval, and publication. This keeps Gwen's public knowledge current without publishing unreviewed claims.