o3-pro doesn’t give the executed code in the summary but yes — I’m sure it’s just writing short CV2 scripts and wasting visual tokens triple-checking crops of the output. I just thought it was funny that this was the challenge.
GENERATIVE AI
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Frontier Models Medical Imaging: Hallucinations Limit Second Opinion
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A note on this: We have enough evidence from controlled studies that it is likely smart to ask a frontier model for a second opinion. But it is also worth noting that the weakest link in both studies & reality is AI’s ability to “see” medical images. Hallucinations are common.
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DataAISummit Keynotes: Agent Bricks and AI Advancements Now Available
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Couldn’t make it to this year’s #DataAISummit, or just want to replay the top moments? Keynotes and select sessions are now available on demand! Hear about the most exciting advancements in data and AI, including:
– Agent Bricks: auto-optimized AI agents using your data
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JEPA as LLM Plus: Implementation Challenges Explained
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You could argue that JEPA is just LLM+tinything. Although getting tinything to actually work right is pretty hard.
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Yann’s ASI Theory Beyond LLM Integration Strategy
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Yann doesn't have a prior. He has a theory based on years of study. His theory doesn't need to change based on 01. He hasn't claimed llm will at least partially be part of asi. But since lots of other folks are already working on that bit, his best use of time is on other bits.
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ChatGPT Solves Longstanding Medical Problem
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ChatGPT for solving a longstanding medical problem:
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Eric Schmidt’s 18-Month Warning: What’s Coming in AI
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Eric Schmidt's 18-Month Warning: "You Have No Idea What's Coming" https://
youtu.be/j2NR_ntEDfM?si
=_7nnG4grtCYy42vL
… via @YouTube -
DataFrame Analyzer: Local Private Pandas Workflow with ChatOllama
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DataFrame Analyzer Streamline your Pandas workflow with this LangChain solution using ChatOllama for local, private DataFrame analysis. Automatically transform complex datasets into clear, human-readable reports. Check out the implementation https://
towardsdatascience.com/llms-pandas-ho
w-i-use-generative-ai-to-generate-pandas-dataframe-summaries-2/
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Centaur Model: Human-AI Collaboration Research Published
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Paper: https://
nature.com/articles/s4158
6-025-09215-4
… Model: https://
marcelbinz.github.io/centaur -
Llama 3.1 Fine-tuned Model Predicts Human Behavior Patterns
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An AI model (Llama 3.1 70B) fine-tuned on the results of 60,000 people in psychology experiments shows some real promise in using LLMs for studying human behavior. It predicts actual human behavior in held-out data & it generalizes to out-of-distribution tasks and experiments.