AI Systems Notice — AI Act Art. 50

Last updated: May 28, 2026 · Effective from August 2, 2026

SpeedrunFounder uses artificial intelligence systems. In compliance with Regulation (EU) 2024/1689 (AI Act), Article 50, we disclose the following:

1. You are interacting with an AI system

Our core matching feature is powered by artificial intelligence. We display a visible notice on first session and maintain this disclosure permanently.

2. Risk classification

We operate at limited risk (Art. 50). The matching system:

• Does not automatically decide hiring or investments. Final decisions always rest with the parties involved.
• Does not classify or score people for eligibility for public services, credit, insurance or law enforcement.
• We explicitly exclude formal candidate-employer matching from v1 to avoid Annex III (high-risk) classification. The Opportunities board includes multiple intents (cofounder, mentor, advisor, investment) and remains intentionally generic.

3. Technology

• Embeddings: Voyage-3-large (1024 dimensions), via Voyage AI API.
• Hybrid search: BM25 + vector similarity via Reciprocal Rank Fusion.
• Ranking: weighted heuristic per persona-pair (v1), planned to evolve to LightGBM lambdarank once we have ≥500 mutual-accept events.
• Reciprocity: harmonic mean of both sides' scores.
• Final rerank: Cohere Rerank 3.5.
• Explanation: Claude Haiku 4.5 via AWS Bedrock EU (eu-central-1).

4. AI-generated content

When the system generates text (match explanations, intro suggestions, CV parsing), it is marked as such when shown to the user.

5. Boundaries and oversight

• The algorithm has no memory of third-party conversations — only what you choose to share in your profile + visible activity signals.
• Account deletion erases your embeddings and removes you from the candidate space.
• You have the right to request human review of any moderation or suspension decision.

6. Contact

• Questions about the system: ai@speedrunfounder.com
• Report misuse: /legal/report-content