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Your Claude Pro subscription burns through its 5-hour session limit in minutes. Here's the technical reason: your AI agent wastes 70% of your tokens reading files instead of answering your question.
Training data is everything the model learned. The context window is what it's thinking about right now. Here's why the distinction matters.
The context window is your AI's short-term memory. It's not storage — it's a fixed-size desk. Everything the AI is thinking about right now must fit on this desk.
Anthropic just throttled Claude Opus and Sonnet during peak hours. Developers are canceling subscriptions and looking for alternatives. Here's the argument: a good open-source model with great context beats a frontier model that won't let you use it.