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High Foundation Models · 1 min read

Claude 2.1: 200K context and fewer hallucinations

In one sentence Anthropic ships Claude 2.1: 200K-token context window (~500 pages), 2× reduction in false statements on borderline questions, tool use in beta. Reply to GPT-4 Turbo 128K.

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Two weeks after GPT-4 Turbo (128K), Anthropic raises the bar: Claude 2.1 brings the context window to 200K tokens, equivalent to about 500 pages of text. That means you can load an entire legal contract, a technical book, or a large codebase into a single request and ask questions over it.

The other key improvement is fewer hallucinations. Anthropic states Claude 2.1 produces 50% fewer "confident false answers" on questions where the right answer is "I don't know". It's the first step toward what will become a Claude differentiator: honestly saying it doesn't know instead of making things up.

Tool use also arrives in beta (OpenAI-style function calling) along with dedicated system prompts. Pricing: $8/M input, $24/M output — more expensive than GPT-4 Turbo. Positioning is clear: Claude for enterprise cases where long context and reliability matter more than price.

Companies

Anthropic

Tools

Claude 2.1

Tags

AnthropicClaude 2.1200K contexttool usehallucination

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