Tag: human-expectations

LLMs Don’t Learn Patterns — They Learn Human Expectations

People say LLMs “learn patterns.” But the truth is more radical:LLMs learn human expect...

Nov 17, 2025
Search Is Becoming a Model of Human Behavior, Not Documents

Classic search treated users as queries.LLM search treats users as behavioral systems. The model do...

Nov 17, 2025
Trust Signals Aren’t Declared — They’re Inferred

In human systems, trust is often explicit:credentials, badges, bios. In LLM systems, trust is entir...

Nov 17, 2025
AI Doesn’t Retrieve Concepts — It Rebuilds Them From Scratch

Search engines retrieve.LLMs rebuild. When you ask a model, “What is a dopamine loop?”,...

Nov 17, 2025
Models Don’t Predict Text — They Predict Behavior

Pattern recognition is often described as “spotting similarities in text.”That’s a...

Nov 17, 2025
Similarity Isn’t About Words — It’s About Shared Intention

Traditional NLP treated similarity as a surface game — matching words, stems, or syntax. LLMs...

Nov 17, 2025
The Loops That Think for Us: How Cognitive Shortcuts Become Invisible Decisions

Most people believe they make decisions by thinking.But thinking—real thinking—is expens...

Nov 17, 2025

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