It helps, but in this case GPT-4o often blurts out the wrong answer at the start but then realizes and fixes the mistake as it talks. If you grade liberally in that case, most naive prompts asking for reasoning will work fine. Structured Output is slightly tangential here.
GENERATIVE AI
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OpenAI docs include ‘9.11 > 9.9’ solved by JSON output
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"9.11 > 9.9" is now in the OpenAI docs, as a problem solved by requesting JSON structured output to separate final answers from supporting reasoning:
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Energy-Based Models in Language Model Research Library
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Yeah this is the entire list matching "energy based" in my LM paper lib — and of the 2 that have "energy based" in their titles, the only one about text generation is the one you linked to
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Scaling ChatGPT: Behind the Scenes Infrastructure
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Behind the scenes scaling ChatGPT – Evan Morikawa at LeadDev West Coast 2023 https://
bit.ly/45WoUap
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Function Calls vs JSON Output: Usage Differences Explored
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Curious how different this is from function calls as I know a lot of people were using them for just the JSON output
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AI agents hiring humans through marketplace payment rails
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Woo hoo! The future is AI + human collaboration.
— Yohei (@yoheinakajima) 6 août 2024
PayMan’s marketplace and payment rails for AI to hire humans is an important part of this future ecosystem.
If you’re building AI agents, make sure “hiring a human” is one of their skills 🛠️ https://t.co/VSM8ZNAL3fWoo hoo! The future is AI + human collaboration. PayMan’s marketplace and payment rails for AI to hire humans is an important part of this future ecosystem. If you’re building AI agents, make sure “hiring a human” is one of their skills
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Idefics3: State-of-the-Art Vision+Text Model Released
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Llama 3.1 multimodal is not released yet? We got you covered with the new Idefics3 a state of the art Vision+Text model based on the latest Llama 3.1
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Google AI Debunks Common AI and Machine Learning Misconceptions
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Curious about AI myths? @GoogleAI clears up common misconceptions about AI, ML, and Deep Learning. Is your business leveraging AI correctly? Discover the truth about explainability, fairness, and job impact. Check out the image for more! #AI #TechInsights #GoogleAI
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Optimizing Databricks LLM Pipelines with DSPy
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Optimizing Databricks LLM Pipelines with DSPy https://
bit.ly/3zzJfq3
#AI #MachineLearning #DeepLearning #LLMs #DataScience