Tag: cognitive-search
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
Models Don’t Rank You — They Recognize You
Google ranks pages.LLMs recognize entities. That’s the shift nobody in SEO is prepared for....
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
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
Zero-Click Isn’t a Feature — It’s a New Cognitive Model
People assume zero-click answers are a UI decision.They’re not. Zero-click is the natural con...
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
Models Don’t Look Up Concepts — They Rebuild Them
One of the biggest misconceptions of 2025 is the idea that LLMs “look up” concepts from...
Nov 17, 2025
Search Isn’t Retrieval Anymore — It’s Interpretation
For two decades, “search” meant retrieval.You typed a query, the engine fetched indexed...
Nov 17, 2025
Embeddings Don’t Store Words — They Store Possibilities
Embeddings are often described as “vectors that represent words.”Convenient, but deeply...
Nov 17, 2025