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"AI or Not" is able to detect AI-generated images and audio with 95 percent accuracy, according to developer Optic. Based on a proprietary algorithm, AI or Not can identify images from Midjourney, Stable Diffusion, DALL-E or even classic GANs as AI-generated. Uploaded images are not kept longer than necessary for analysis, according to Optic. However, the team is collecting feedback on the algorithm's performance - presumably to improve it further. In addition to images, the service can also recognize AI-generated music and other audio snippets. AI or Not for images and audio is free for small amounts of images. The company also offers an API that can be used to analyze larger data sets.

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LLMs (Large Language Models) like OpenAI's GPT-4 act as repositories for millions of vector programs mined from human-generated data learned as a by-product of language compression, says AI researcher François Chollet. Prompt engineering then involves searching for the right "program key" and "program argument(s)" to accomplish a given task more accurately. Chollet expects that as LLMs evolve, prompt engineering will remain critical, but can be automated for a seamless user experience. This is in line with recent ideas from labs such as Deepmind, which is exploring automated prompt engineering.

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