ByteBell - AI for Engineering TeamsSkip to main content

Posts tagged with "attention mechanism"

2 posts found

Featured image for article: Why Your AI Gets Dumber the Longer You Talk to It
Mar 31, 2026 context rot AI degradation lost in the middle attention mechanism AI quality

Why Your AI Gets Dumber the Longer You Talk to It

You're not imagining it. Research tested 18 frontier models and every single one degrades as the conversation gets longer. Here's the science behind it.

Featured image for article: How the Transformer Attention Mechanism Actually Works (No Math Required)
Mar 31, 2026 transformer attention mechanism query key value self-attention LLM architecture

How the Transformer Attention Mechanism Actually Works (No Math Required)

The attention mechanism is the beating heart of every LLM. Here's how it decides which parts of your conversation matter most — explained with analogies before equations.