# Research & Insights | Deriss

Canonical: https://deriss.com/research
Description: Original research on human-centric AI, experience design, trust, and Industry 5.0 — frameworks and signals for leaders building what's next.

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# Research & Insights — Deriss

Source: https://deriss.com/research
Canonical context: https://deriss.com/llms-full.txt

Original research on human-centric AI, experience design, trust infrastructure, and Industry 5.0. Frameworks and signals for leaders building what comes next.

The Deriss Research library organizes essays along two axes: **topic** (AI & Intelligence, Trust & Governance, Experience & Culture, Europe & Industry 5.0) and **format** (Framework, Signal, Case, Essay). Series group related essays into deliberate reading sequences.

Featured series:

- The Intelligence Convergence — how AI, trust, and human-centric experience collapse into the operating layer of Industry 5.0.
- The Human-Centric Era — Industry 5.0 and the move from extractive platforms to trust-native infrastructure.
- The Expression Economy — creator-native identity, taste, and the economics of being seen.

For the full canonical index, see [/llms-full.txt](/llms-full.txt). Every article has a `.md` and `.txt` companion under `/articles/<slug>.md`.