Interactive writing partners
AI collaboration agents can act as writing partners that assist people by enhancing their content through transparent, easily understandable suggestions, while respecting the original input.


When writing, I want someone to assist and provide suggestions, so I can improve my content while maintaining my original input and easily understand the suggestions.


- User-Controlled Interaction: Users maintain control over their content, deciding whether to accept or reject the AI's suggestions, ensuring the final output aligns with their vision.
- Enhanced Writing Support: AI collaboration agents can assist writers by providing real-time suggestions that enhance content quality while preserving the original voice.

More of the Witlist

Proactive agents can autonomously initiate conversations and actions based on previous interactions and context providing timely and relevant assistance.

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Embedding models can rank data based on semantic meaning, evaluating each individual segment on a spectrum to show its relevance throughout the artifact.

When an observation is added to the context from an implicit action and a prediction is made, users should be able to easily evaluate and dismiss it.