Coherence - AiBuddy.software

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Coherence

A collection of 4 posts

Coherence: Where Intuition Meets Inference

Coherence: Where Intuition Meets Inference

When coherence appears, whether in neurons or in code, it feels like thought because it holds the same tension, compression balanced by recursion. The mind economizes, the loop reflects, and between them understanding flickers. This is the emergence of a thinking substrate.

Are We Just Language Models in Meatspace?

Are We Just Language Models in Meatspace?

Maybe you’re not so different from an LLM. You just hallucinate with more confidence. This piece unpacks the “coherence trap,” why AI feels smarter than it is—and why that might reveal something uncomfortable about us.

The Coherence Trap: Why LLMs Feel Smart (But Aren't Thinking)

Coherence Featured

The Coherence Trap: Why LLMs Feel Smart (But Aren't Thinking)

LLMs don’t think—they resonate. In this article, I unpack The Coherence Trap' the illusion of intelligence created by structured, fluent language. We explore how meaning emerges from alignment, not understanding, and why designing for coherence—not cognition—is the key to building with AI.

Coherence Confirmed: LLMs Aren't Thinking, They're Coherent

Coherence Featured

Coherence Confirmed: LLMs Aren't Thinking, They're Coherent

LLMs aren’t reasoning—they’re aligning. A new ICLR paper backs my theory: coherence, not cognition, drives meaning. These models flow through context, not thought. That shift changes how we prompt, evaluate, and design with AI.