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I'm seeing a lot of investment in these things that have a short shelf life.

Agents/assistants but nothing more.

We're building tools that we find useful, and we hope others find it too. See notes on our view of LLMs and their flaws:

Why do you think the shelf life is short?

The implementation technologies are shifting. Model access, training, fine-tuning, MCP, they change week-by-week along with the root need.