#OfficeofDataandInnovation

How we used AI to lift the voices of California state employees Using AI to analyze over 2,400 employee comments, California’s Engaged California team found that the challenge wasn’t the scale of the data, but making sense of complex, layered input without oversimplifying it. Their experience shows why human judgment remains essential, from building taxonomies to catching errors, as results can shift significantly depending on how AI is applied and what people choose to trust and prioritize.

What does it take to make large-scale public input usable?

By pairing AI with open, shareable data, California's #OfficeofDataandInnovation team shows how transparency, code, and human judgment can turn thousands of comments into something others can build on.

How we used AI to lift the voices of California state employees Using AI to analyze over 2,400 employee comments, California’s Engaged California team found that the challenge wasn’t the scale of the data, but making sense of complex, layered input without oversimplifying it. Their experience shows why human judgment remains essential, from building taxonomies to catching errors, as results can shift significantly depending on how AI is applied and what people choose to trust and prioritize.

What does it take to make large-scale public input usable?

By pairing AI with open, shareable data, California's #OfficeofDataandInnovation team shows how transparency, code, and human judgment can turn thousands of comments into something others can build on.

How we used AI to lift the voices of California state employees Using AI to analyze over 2,400 employee comments, California’s Engaged California team found that the challenge wasn’t the scale of the data, but making sense of complex, layered input without oversim...

What does it take to make large-scale public input usable?

By pairing AI with open, shareable data, California's #OfficeofDataandInnovation team shows how transparency, code, and human judgment can turn thousands of comments into something others can build on.

rebootdemocracy.ai/blog/lifting...