Changes between Version 11 and Version 12 of Public/WhitePaperMachineTalk
- Timestamp:
- May 4, 2023, 1:47:54 AM (20 months ago)
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Public/WhitePaperMachineTalk
v11 v12 5 5 Software Development, the skill, as we knew it so far is the ability to understand a problem, find a solution concept for it and break it down into instructions for a computer that enable the computer to solve the problem. Describing the problem to the computer doesn't help anything, nor giving the computer a few examples how similar problems were solved in the past and ask it to find an adapted solution by itself. 6 6 7 Scientists have been reseaching for decades, and (quite invisibl eto the public) many AI-based solutions for specific problem classes were developed. For example, AI-based support in evaluation of medical scan data, finding items on a conveyor belt that don't meet the quality standards or simple chatbots that basically repeat what's in the FAQ if they find a certain keyword in what the user typed.7 Scientists have been reseaching for decades, and (quite invisibly to the public) many AI-based solutions for specific problem classes were developed. For example, AI-based support in evaluation of medical scan data, finding items on a conveyor belt that don't meet the quality standards or simple chatbots that basically repeat what's in the FAQ if they find a certain keyword in what the user typed. 8 8 9 9 We're beyond that now, AI services and software products available now for Natural Language Processing (NLP), image creation or interpretation, speech-to-text or more specialized tasks like creation of music have reached a level where they can be universally applied to virtually all kinds of tasks within their functionality. So, while chatbots from two years ago can be compared to software specialized in removing red eyes from photographs, today's AI performance allows bots that can rather be compared with a universal image processing software such as GIMP or Adobe !PhotoShop.