that can be generated by ai which is why governments are concerned nevertheless there will always be countertechnologies that will be developed to identify and verify the authenticity of the content that ai generates content can be traced based on the unique signatures they carry in terms of data production licenses can be used to cross verify and authenticate a companys data production this will help to identify the source of fake news or content producers and prevent the spread of disinformationas with any major technological shift there are concerns that ai will lead to job losses fears that the industrial revolution would result in job losses in the agriculture sector eventually turned out to be false as new jobs were created even as agricultural production multiplied similarly with the rise of ai new jobs will emerge such as ai ethical professionals ai trainers or ai whisperersachieving factual accuracy with ai is a major challenge even if we give it a false statement like 225 the ai may provide convincing arguments as to why the answer is 5 while developing llms significant efforts will be required to get factually correct answers the ai must be able to generate factual data rather than just offering explanations hence it must consume a lot of realtime data realtime data is continuously generated every moment making it impossible for any ai to consume and process all of it this is why its essential to use specialized ai instead of generalist ai specialist ai trained on specific data can provide both factual information and reasoning ability ai currently reflects the human biases present in the data it is trained on this includes biases such as racism which can be perpetuated by ai that is trained on data containing discriminatory language if we bully each other on twitter then the ai will generate content that promotes such behaviour modifying data privacy laws and monitoring ai data consumption would be a good starting point to shape the ai of the future atul rai cofounder ceo staqu technologies