We release a major update to Shortcut every night. Shortcut is already ~20% better than it was for our Monday launch. There is a clear path to solving anything a human can do on Excel. Some updates below: Here it painted the Mandelbrot set using conditional formatting only.

"Task 7" in our benchmark measures the ability to retrieve data to write formulas over extremely complicated files. It's one of the nastiest excel files out there. 300 columns of unstructured data. On Monday it was completing 60% of the intended formulas. Today it's at +90%.

Shortcut is now multi-agent, with a verifier subagent that catches and fixes most issues like: 1) broken or incorrect formulas 2) logic gaps or breaks (like a balance sheet not balancing) Shortcut basically has a senior associate We will solve accuracy, then format/speed

You asked for an insights mode, so we built an insights mode

Scaling is non-trivial. During launch we had major outages or critical breaking bugs during agent execution. We're up to ~99% uptime despite setting new usage records every day.