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Your AI Hit Its Limit. Your Knowledge Shouldn't.
NewsMachine Learning

Your AI Hit Its Limit. Your Knowledge Shouldn't.

via Dev.toEvert2h ago

Every AI conversation eventually resets. Claude runs out of messages. ChatGPT loses the thread after enough back-and-forth. Context windows fill up. It doesn't matter which model you use — at some point, you're back at a blank prompt. That's mildly annoying. But the real cost is something else. The limit isn't the problem Message limits and context windows are a fact of life with LLMs. Every provider has them. They'll keep improving, and workarounds like auto-summarization help. But here's the thing that doesn't go away: every time a conversation resets, you lose the context you built up. The decisions you talked through. The research you explained. The background you gave. And then you re-explain it. Again. It's not catastrophic. It's a tax. Ten minutes here. Fifteen there. A slow bleed of time and attention, every single day. This isn't a rate limit problem. It's a storage problem. Think about your last week of AI conversations. Research you did. Decisions you made. Things you figure

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