Analyze
14 articlesWhere Letinix slows down. Analysis states a clear thesis or research question, shows the evidence, takes the strongest counterarguments seriously, and explains what it means for your engineering decisions.
All Analyze articles
Newest first.
AI Agents Do Not Just Need More Context. They Need a Context Budget
A long context window sounds like an obvious advantage for an AI agent. The agent can retain more search results, tool outputs, intermediate reasoning, and evidence. Give it enough context, and perhaps it will stop forgetting what it
Is Overthinking a Red Flag? We Put AI Reasoning to the Test.
More Thinking Doesn't Always Mean Better Answers Reasoning models are designed to think step by step, and the common assumption is simple: More thinking = better results. I expected reasoning models to dramatically outperform simpler ones.