"Transcendence" is when an LLM, trained on diverse data from many experts, can exceed the ability of the individuals in its training data.

This paper demonstrates three types: when AI picks the right expert skill to use, when AI has less bias than experts & when it generalizes.

📚 Read

@Machine_learn

با عرض سلام ما برای یکی از مقالاتمون در حوزه ی پزشکی نیاز به نفر ۴ ام داریم با قبولی شرایط پرداخت میتونیم اضافه کنیم.

@Raminmousa

Scientific Visualization: Python + Matplotlib

📚 Book


@Machine_learn

"GPT-5 moves from human-comparable to above human-expert performance"

GPT-5 outperforms licensed human experts by 25-30% and achieves SOTA results on the US medical licensing exam and the MedQA benchmark.

I sound like a broken record, but AI models are better than most doctors.

📚 Paper

@Machine_learn

📃 A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing


📎 Study the paper



@Machine_learn

🔹 Title: Explain Before You Answer: A Survey on Compositional Visual Reasoning



🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.17298
• PDF: https://arxiv.org/pdf/2508.17298
• Project Page: https://github.com/pokerme7777/Compositional-Visual-Reasoning-Survey
• Github: https://github.com/pokerme7777/Compositional-Visual-Reasoning-Survey

@Machine_learn

Caltech's "Undergraduate Game Theory" lecture notes by Omer Tamuz

PDF: https://tamuz.caltech.edu/teaching/ps172/lectures.pdf

@Machine_learn

با عرض سلام ما برای یکی از مقالاتمون در حوزه ی پزشکی نیاز به نفر ۴ ام داریم با قبولی شرایط پرداخت میتونیم اضافه کنیم.
زمان سابمیت فردا شب ...!
@Raminmousa

Dataset Name: Used Cars Dataset
Basic Description: Vehicles listings from Craigslist.org



🔴 Dataset Size: Download dataset as zip (275 MB)

🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/austinreese/craigslist-carstrucks-data

📚 RELATED NOTEBOOKS:

1. Automatic Number Plate Recognition | Upvotes: 2,295
URL: https://www.kaggle.com/code/aslanahmedov/automatic-number-plate-recognition

2. Automatic Number Plate Recognition | Upvotes: 419
URL: https://www.kaggle.com/code/mohamedbhy/automatic-number-plate-recognition

3. Used Cars Price Prediction by 15 models | Upvotes: 355
URL: https://www.kaggle.com/code/vbmokin/used-cars-price-prediction-by-15-models

4. USA Housing Listings | Upvotes: 75
URL: https://www.kaggle.com/datasets/austinreese/usa-housing-listings

5. 1.2 Million Used Car Listings | Upvotes: 61
URL: https://www.kaggle.com/datasets/jpayne/852k-used-car-listings

@Machine_learn

🔹 Title: Explain Before You Answer: A Survey on Compositional Visual Reasoning

🔹 Publication Date: Published on Aug 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.17298
• PDF: https://arxiv.org/pdf/2508.17298
• Project Page: https://github.com/pokerme7777/Compositional-Visual-Reasoning-Survey
• Github: https://github.com/pokerme7777/Compositional-Visual-Reasoning-Survey

@Machine_learn

🔹 Title: MV-RAG: Retrieval Augmented Multiview Diffusion

🔹 Publication Date: Published on Aug 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.16577
• PDF: https://arxiv.org/pdf/2508.16577
• Project Page: https://yosefdayani.github.io/MV-RAG/
• Github: https://github.com/yosefdayani/MV-RAG


@Machine_learn

TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction

TLDR: Prediction of the brain response based on the audio and visual content input.

ArXiV: https://www.arxiv.org/pdf/2507.22229

@Machine_learn

با عرض سلام
براي نفر چهارم مقاله ي مروري در حوزه ي پاتولوژي سرطان نيازمند مشاركت هستيم.

هزينه مشاركت : 220 تتر
مجله ي ارسالي : Nature

@Raminmousa
@Machine_learn
@Paper4money

The Hitchhiker’s Guide to Python!

📚 Read

@Machine_learn

All of Statistics A Concise Course in Statistical Inference

📚 Read

@Machine_learn

Writing effective tools for agents — with agents

📕 Read
@Machine_learn