AI, Surveillance & Human Agency
Scholarly SynthesisAlgorithmic Influence

How the Recommendation Feed Shapes You

Engagement-optimized feeds personalize reality, reward outrage, and quietly narrow what you see.

Recommendation systems optimize a measurable proxy — usually engagement — not your wellbeing or the truth. Because outrage, novelty, and tribal affirmation drive engagement, the feed learns to serve more of them. Personalization then creates a private information environment ('filter bubble') that feels like the world but is a model of your past clicks. The result is a persuasion loop: your behavior trains the model, and the model shapes your next behavior. Seeing the loop is the first step to stepping out of it.
Investigate with the AI detective
Veritas — Truth-First

Rigorous, source-backed inquiry across theology, power, wellness, and AI. Every claim is labeled by evidence type.

Operating Principles
  • Evidence separated from interpretation
  • Strongest counterarguments, never strawmen
  • Explicit about uncertainty and source quality
Use AI as a Tool

The AI Detective assists your reasoning — it is not an authority to obey. Verify high-impact claims independently.

Made with Emergent