Capabilities
Long Context Windows: What a Million Tokens Buys You
A million tokens holds 700,000 words. Attention across them is uneven, and you pay for every one. Where long context wins and where retrieval still does.
2 articles on Emergent Wire tagged "context window."
2 articles
A million tokens holds 700,000 words. Attention across them is uneven, and you pay for every one. Where long context wins and where retrieval still does.
A context window is what a model can see in one conversation; memory is something else entirely, and confusing the two explains most AI "forgetting" complaints.