Who is Arrays.fill 265 times slower on Cerebras at 1500 tokens/s

Anything you can verify to be right or wrong can be done from the assistant widget itself, etc. It's kind of crazy to me that the whole point of MCP was an abstration between the model and the tool\service. As in model does not have to know about this product. lol.

Internally we have MCPs for many many tools, I would expect if anyone builds a product or new feature today it has an MCP which hooks into a bunch of random 3rd parties. An effective way to glean a little slice of understanding of the tools available, their inputs, and how to use them. Chatbot+MCP, agentic workflow+harness seems to be working well on my Thinkpad X250 landfill laptop. Looks 'flat' and all in the modern style, but adapts to the 1366x768 letterbox that is my screen nicely.