7/ Sora Overview A comprehensive review of Sora and some of the key developments powering this model, including limitations and opportunities of large vision models.
RESEARCH
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RAG for AI-Generated Content: Overview and Enhancements
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5/ RAG for AI-Generated Content Provides an overview of RAG used in different generation scenarios like code, image, and audio, including a taxonomy of RAG enhancements with reference to key papers.
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KnowAgent Enhances LLM Planning Through Action Knowledge Base
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6/ KnowAgent Enhances the planning capabilities of LLMs through explicit action knowledge; uses an action knowledge base and knowledgeable self-learning to guide action generation, mitigate planning hallucination, and enable continuous improvement.
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Claude 3 family outperforms GPT-4 on key benchmarks
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1/ Claude 3 Consists of a family of three models (Claude 3 Haiku, Claude 3 Sonnet, and Claude 3 Opus); Claude 3 Opus (the strongest model) seems to outperform GPT-4 on common benchmarks like MMLU and HumanEval.
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Benchmark Evaluation Reveals Significant Reasoning Gap in LLMs
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2/ Robust Evaluation of Reasoning Proposes functional benchmarks for the evaluation of the reasoning capabilities of LLMs; finds that there is a reasoning gap with current models from 58.35% to 80.31%.
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Top ML Papers of the Week: Claude 3, KnowAgent, Design2Code
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The Top ML Papers of the Week (March 4 – March 10): • Claude 3
• KnowAgent
• LLM for Law
• Design2Code
• RAG Enhancements Overview
• Robust Evaluation of Reasoning
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MajorTOM: ESA releases largest ML-ready Sentinel-2 dataset
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We're excited to collaborate with the Europan Space Agency for the release of MajorTOM, the largest ML-ready Sentinel-2 images dataset! It covers 50% of the Earth. 2.5 trillion pixels of open source! https://
huggingface.co/Major-TOM -
Artificial Superintelligence Could Arrive by 2027, Scientist Predicts
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Artificial Superintelligence Could Arrive by 2027, Scientist Predicts https://
futurism.com/artificial-sup
erintelligence-agi-2027-goertzel
… #AI #5G #IoT #GenAI #DigitalTransformation @DeepLearn007 @SpirosMargaris @pierrepinna @mvollmer1 @gvalan @Hal_Good @Analytics_699 -
Scaling AI in Healthcare: Insights from Stanford Biomedical Research
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Interested in the intersection of AI and biomedicine? Snorkel AI's Braden Hancock sat down with Jason Fries, a research scientist at Stanford's Biomedical Informatics Research lab to discuss the challenges of scaling AI in healthcare. Watch here:
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Master Data Analysis with 6 Essential Steps Guide
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Step up your data game with "6 Steps of Data Analysis Process" by @citizendatascientist & @saurabhmoody
. For more tech insights follow @ingliguori and check out "The Digital Edge" https://
bit.ly/3u4pILl. #DataAnalysis #DataScience #DigitalTransformation