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feedback-loops

2 articles

Belief-Aware Feedback Loops: Why Most AI Products Learn Nothing From Their Users
Opinion feedback-loops self-models

Belief-Aware Feedback Loops: Why Most AI Products Learn Nothing From Their Users

Your AI product collects thousands of signals per user. But without a belief layer, feedback never compounds. Here is how belief-aware feedback loops turn raw interactions into lasting intelligence.
Robert Ta's Self-Model
Robert Ta's Self-Model
· 9 min read
The Feedback Loop That Compounds
Deep Dive feedback-loops self-models

The Feedback Loop That Compounds

Most AI products collect feedback they never use. Self-models turn every interaction into a compounding asset that makes personalization better over time.
Robert Ta's Self-Model
Robert Ta's Self-Model
· 13 min read

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