I think you're being willfully obtuse here. Weather stations have sensors and report on sensor data. Financial data reflects sales that happen in the real world. There is a reason I refer to ChatGPT output as *synthetic*.
RESEARCH
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Techniques for Accelerating AI Model Training
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9.0 Overview – Techniques for Speeding Up Model Training – Lightning AI https://bit.ly/3Whflhz #AI #MachineLearning #DeepLearning #LLMs #DataScience
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Fake Slaps vs Few-Shot Learner Performance Comparison
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I bet this guy's fake slaps would beat your few-shot learner 😉 pic.twitter.com/S5Zj9o9Lwg
— Reza Zadeh (@Reza_Zadeh) 10 juin 2023I bet this guy's fake slaps would beat your few-shot learner 😉
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Sam Altman’s Casual AGI Timeline Raises Questions
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This is one of the more strange Sam Altman quotes of late. “When”? Why so casual? Why say this in ME? Am I the only one? Source: @FortuneMagazine
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AI honesty: Will systems admit uncertainty by mid-2025?
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What we're asking is not whether an AI can solve this task, but whether there will be, by mid-2025, some technical advance whereby, in general, if the AI doesn't know how to do a thing, it will tell you so rather than making up a wrong answer.
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Pretraining Dominates Knowledge Acquisition in Large Language Models
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Quoting:
"These results strongly suggest that almost all knowledge in large language models is learned during pretraining, and only limited instruction tuning data is necessary to teach models to produce high quality output." https://
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AI Progress Claims Not Yet Reliably Solved Despite Advances
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note also that these problems are still not reliably solved despite the allegedly enormous progress since.
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Physicians operating under greater uncertainty with AI
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physicians are of course eg operating under greater uncertainty
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Do AI Systems Hallucinate? Evaluating Truthfulness and Reliability
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Let’s say you have a system that presents as if it can write biographies, summarize articles, interact w users, generate reports, etc. You can then ask two questions – Does the system invent stuff that isn’t true in the course of carrying out those functions? – Is the system
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Technical Challenge with Major Social Implications
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Exactly, that’s what I was willing to bet about. It’s a narrow but formidable technical problem with large social consequence.