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From a machine learning perspective, "generative AI" embraces any generative method, so includes diffusion-based image generation as well as text-generating LLM
by HarHarVeryFunny 2y ago
From a machine learning perspective, "generative AI" embraces any generative method, so includes diffusion-based image generation as well as text-generating LLMs, but in the world of C-suite execs "GenAI" really refers to LLMs which they dream will replace developers, customer service agents, etc, etc.
- CharlieDigital 2y agoEven if it's just text, the point is that LLMs are currently still really bad. Some models we still have to correct it for outputting Markdown code fences for JSON (we just brute force and string replace it). We have to give it minute details or fine-tune it on a large enough sample set to get the results we want. Even just LLMs right now still have a ways to go in terms of how good they are at working without needing precise instructions and micro-corrections and throughput.
- dartos 2y agoUntil AI became a buzzword it was considered a subfield of ML. Decision trees, for example, were not considered AI.