Introducing Task Recordings
OpenAdapt is built on the idea that AI agents work better when they can learn from human demonstrations. Rather than starting from scratch on every task, a demo-conditioned agent retrieves a relevant past demonstration and uses it as a reference — like having a worked example before attempting a problem. To develop and evaluate this approach, we record humans performing real desktop tasks: spreadsheet formulas in LibreOffice Calc, file management in Windows Explorer, system settings changes, and more. Each recording captures every click, keystroke, and screenshot in sequence. ...