Yes, government or media overreach could be harmful in the long run as many politicians and journalists do not understand technology or are biased against it. To reduce reactance bias, some of these strategies could be used:
* Open source - Building AI systems in the open with community participation and releasing them under an open source license to address concerns about centralization and use of personal data.
* Publicly available datasets - Releasing all the data used to train an AI model makes it easier to detect and personal data, biases and discrimination, misinformation or other inappropriate content.
* Disclosure and oversight - Companies could be legally required to disclose their use of AI and ensure it does not make important decisions, such as banning users or removing content, without human oversight.
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence