factually
Index/Topics/Algorithmic Transparency

Algorithmic Transparency

The demand for transparency in algorithmic decision-making, including ranking and amplification practices.

Fact-Checks

2 results
Jan 11, 2026
Most Viewed

What concrete evidence exists about playlist payola, ghost artists, or algorithmic manipulation across streaming platforms?

Concrete, documented evidence shows a mix of long-standing commercial practices reimagined for streaming—paid playlist placements and promotional services; third-party “stream farms” and bot-driven pl...

Jan 26, 2026

How have platform policy changes to penalize engagement (likes/bookmarks/replies) affected account suspensions and reconciliation with law enforcement reporting?

Platform moves to de‑emphasize or penalize engagement signals (likes, bookmarks, replies) are intended to , but the public reporting base on their direct impact on suspension volumes and law‑enforceme...