Community Response

Algorithms Aren't Neutral

Ranking is a compliance decision now.

RegulaAI Team
2025-12-06
4 min read

If your product ranks or recommends content, the DSA treats it as a governance choice. Here’s what that means.

The DSA draws a line: once an algorithm ranks, recommends, or amplifies content, it is no longer "neutral." It becomes part of the editorial decision.

#The end of "just a platform"

Recommender systems are design choices. They shape what people see, and the DSA requires transparency about those choices.

#What the DSA expects

  • 1
    Explain the main parameters of recommender systems.
  • 2
    Offer meaningful user controls where required.
  • 3
    Assess and mitigate systemic risks if you are large enough to be classified as a VLOP/VLOSE.

#What this means for AI teams

- Algorithmic amplification is a liability surface. - Transparency is now a product requirement, not a PR statement. - Documentation must be ready for regulators and procurement.

RegulaAI helps you map these requirements into an auditable report so you can ship AI features with confidence.

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