Knowing that the tsunami of AI will completely change the world.
@aibreakfast
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Google’s Gemini to surpass GPT-4 with massive FLOPS increase
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Gemini may eat the world: Google's Gemini is poised to surpass GPT-4 with a projected 5x more pre-training FLOPS by year's end and a potential 20x by next year. AI is just getting started.
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AI algorithm converts thermal night vision to sharp color image
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Found this super interesting: AI-aided imagery algorithm converts thermal night vision into sharp color image Conventional thermal vision (top) depicts this nighttime scene of a forest road in ghostly grays, and the system adds color based on the objects detected
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LLMs training on self-generated text as machine learning inbreeding
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LLMs generating new text that they will then use to further train LLMs is the machine learning version of inbreeding.
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GPT-3.5 vs GPT-4 exam results at Wharton School
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Graph of GPT-3.5 vs. GPT-4 results in various exams from Wharton School
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Human-in-the-loop scalability via Mechanical Turk style intervention
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Human-in-the-loop is more scalable than we might think. Mechanical Turk type intervention could be all you need. The models won’t be hung up on the entire edge case action, they may just need one piece of data to continue the decision tree.
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LLMs run out of text, use AI to generate synthetic training data
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LLMs are running out of text to train on So they are using the LLMs to create new training text
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Novel Method for Anomaly Detection in Time Series Data Using Neural Networks
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https://arxiv.org/abs/2308.08998
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DeepMind’s Reinforced Self-Training removes human from RLHF
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DeepMind showcases iterative self-improvement for Natural Language Generation. They basically took the "human" out of Reinforcement Learning from Human Feedback (RLHF) cycle and are calling it Reinforced Self-Training (ReST) [link to paper in ALT text]
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Real-time AI phone calls are almost ready, with a few tweaks needed.
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Still some tweaking to be done, but real-time AI phone calls are getting good pic.twitter.com/nmfsAw231m
— AI Breakfast (@AiBreakfast) 20 août 2023Still some tweaking to be done, but real-time AI phone calls are getting good