# Stop Turning Buttons into Switches

**URL:** <https://discuss.huggingface.co/t/stop-turning-buttons-into-switches/173264>\
**Category:** Research\
**Created:** [February 10, 2026, 5:39am UTC](https://discuss.huggingface.co/t/stop-turning-buttons-into-switches/173264 "2026-02-10T05:39:55Z")\
**Posts on this page:** 1\
**Showing post:** 4

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**Author:** ![Jang-woo](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/jang-woo/32/59764_2.png) [@Jang-woo](https://discuss.huggingface.co/u/Jang-woo)\
**Post date:** [February 13, 2026, 5:09am UTC](https://discuss.huggingface.co/t/stop-turning-buttons-into-switches/173264/4 "2026-02-13T05:09:42Z")

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Update — Related References

For readers looking for broader context, this connects to a few earlier design notes:

• [Making the Physical World Callable for AI](https://discuss.huggingface.co/t/making-the-physical-world-callable-for-ai/172627)

• [ISE (Intent–State–Effect) Model](https://discuss.huggingface.co/t/ise-intent-state-effect-model-isolating-judgment-for-cost-optimization-and-explainable-safety/172853)

• [The 9-Question Protocol](https://discuss.huggingface.co/t/the-9-question-protocol-for-responsible-ai-actions/173045)

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_[View the full topic](https://discuss.huggingface.co/t/stop-turning-buttons-into-switches/173264)._