It seems like these examples show that it has about the same capabilities as a basic chat interface like Claude or ChatGPT without any benefit from being integrated with the Microsoft ecosystem.
You nailed it. Microsoft should have a huge advantage with depth of integration, but for some reason treats Copilot in office as a glorified chat iframe. It's a huge missed opportunity.