上传资料与 AI 整理

A marked-up reading packet on creator-side provenance workflows, focused on signing friction, metadata survivability, and viewer trust.

Working note set on credibility-weighted sentiment signals and their use in volatility modeling for diplomatic language research.

Rough market notes comparing AI-native devices, interface bets, and retention loops across recent hardware experiments.

The uploaded packet expands the real-world workflow and adoption limitations already captured in the existing page.

Add a new section on creator workflow friction, re-export failure modes, and why signing alone does not guarantee audience trust.

The material introduces a reusable workflow concept that is adjacent to C2PA but not yet represented as its own page.

Create a concept page for capture-to-publish provenance flow, including tooling, metadata durability, and UX tradeoffs.

The notes add concrete adoption and device-loop questions that fit the existing unresolved-questions structure.

Append a new block on durable usage loops, trust boundaries, and what hardware must do better than phone-bound AI.