Disclose AI involvement
Art. 50(1)Users must be informed when they're interacting with an AI system. APEX's agents are clearly labeled as AI in the app. A per-response AI label is being built.
EU AI Act · Article 50
EU AI Act Article 50 took effect August 2, 2026. PYRAMYD answers cite their sources, and generated images carry a machine-readable AI marker. Text marking and a per-answer audit trail are being built.
The four transparency obligations
The four sub-articles map to concrete UX and audit-log behaviors. Below is how PYRAMYD satisfies each.
Users must be informed when they're interacting with an AI system. APEX's agents are clearly labeled as AI in the app. A per-response AI label is being built.
Synthetic content must carry a machine-detectable marker. Images APEX generates carry a machine-readable AI marker (IPTC DigitalSourceType) that downstream tools can read without changing what you see. Marking for text answers is being built.
Not applicable: PYRAMYD does not run emotion recognition or biometric categorization.
AI-generated text, images, audio, or video must be labeled. Generated images carry an AI marker in their metadata; labels for text and exports are being built.
Provenance schema
Each enriched value records its source links, when they were retrieved, the model that wrote it, and a quality and a confidence score. Click any field in the workspace and the provenance popover shows where it came from. Battlecard PDF and PowerPoint exports carry their sources.
| Field | What it carries |
|---|---|
| Source URL | Every claim links to its origin (G2 review, SEC filing, press release, etc.) |
| Retrieval timestamp | When PYRAMYD fetched the source — separate from when the answer was generated |
| Model | The model that produced the value, recorded with each value rather than once for the platform |
| Quality score (0-100) | Signal-strength score from the verification gate, not a star rating |
| Confidence score (0-100) | Model's self-reported certainty on the extraction · separate from quality |
Timeline
Source dates per Regulation (EU) 2024/1689, Article 113 (Entry into force and application) and the EU AI Act application timeline published at eur-lex.europa.eu.
Related compliance frameworks
EU AI Act Article 50 doesn't stand alone — it sits on top of a stack of AI-management and AI-risk frameworks. PYRAMYD's provenance schema is compatible with all three.
First international standard for AI Management Systems (AIMS). Defines how organizations establish, implement, maintain, and continually improve an AI management system. Published Dec 2023 by ISO/IEC.
Voluntary US framework (NIST AI 100-1, January 2023) for managing AI risks. Pairs with the GenAI Profile (NIST AI 600-1, July 2024). Provenance and traceability are explicit AI RMF characteristics.
The EU AI Act itself — official text at eur-lex.europa.eu/eli/reg/2024/1689/oj. Article 50 governs transparency; Article 99 sets penalties (up to €15M or 3% of worldwide annual turnover, whichever is higher).
For procurement teams
“PYRAMYD answers cite the sources they draw on, and images APEX generates carry a machine-readable AI marker (IPTC DigitalSourceType). Disclosure and machine-readable marking for text answers are being built.”
Accurate as of 8 October 2026. We'll show the evidence on a call and update this as text marking ships.
30 minutes. We show where each claim comes from and how AI output is marked today. Send your compliance officer.
Provenance is not compliance theater. It is what makes a prediction defensible — to a regulator or a CRO.
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