Antje Barth distinguishes impressive tool use from dependable end-to-end work. She describes the context hidden between workplace systems and argues that agents need to observe what users actually see, keep pace with changing interfaces and recover from unexpected results rather than assuming successful clicks mean a completed task.
Antje Barth demonstrates a browser annotation workflow that turns visible interface feedback into precise agent context, followed by verification against design rules and user flows. She extends the idea to meeting information and website edits, presenting perception agents as an emerging collaboration approach rather than claiming that general knowledge-work reliability is already solved.
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