Anthropic's desktop application, Claude Cowork, has received a new update enabling users to record their screens while performing specific tasks. According to a report by The Decoder, users can accompany such recordings with voice comments explaining the sequence of actions.
Upon completion of the recording, the system analyzes the video feed and audio track, converting them into a ready-to-use skill that can be reused. This mechanism aims to simplify the transfer of complex workflows from humans to artificial intelligence without the need for writing code or textual instructions.
This feature marks a shift from text-based interaction to demonstrative learning, where the AI learns directly from the operator's actions. This opens up possibilities for rapidly automating routine operations that previously required detailed step-by-step descriptions.
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Why it matters
A likely consequence will be an increase in user libraries of skills for specific corporate tasks. The next observable signal will be the emergence of tools for editing and debugging skills created in this manner. The main uncertainty remains the model's ability to generalize demonstrated actions to slightly different conditions without additional instructions.