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LLM News: Claude 3.5 Sonnet, Open-Sora, Context Caching, PlanRAG, and Safe SuperIntelligence Inc

Elvis Saravia via YouTube

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Overview

Explore the latest developments in artificial intelligence and machine learning in this 30-minute video episode. Dive into discussions on cutting-edge technologies like Claude 3.5 Sonnet, Open-Sora, and context caching. Learn about advancements in video generation, code synthesis, and audio creation. Discover new tools and techniques such as tokencost for token usage estimation and MCTSr for improved language model performance. Gain insights into the evolving landscape of AI research, including Meta's latest contributions and the emergence of Safe SuperIntelligence Inc. Examine critical perspectives on popular frameworks like LangChain and explore innovative approaches to enhancing AI capabilities through memory tuning and long-context models. Stay informed about the rapidly progressing field of AI with this comprehensive overview of recent breakthroughs and industry trends.

Syllabus

Claude 3.5 Sonnet - https://www.anthropic.com/news/claude-3-5-sonnet
Gen-3 Alpha - https://runwayml.com/blog/introducing-gen-3-alpha/
Safe SuperIntelligence Inc - https://x.com/ssi/status/1803472825476587910
Meta AI Research - https://about.fb.com/news/2024/06/releasing-new-ai-research-models-to-accelerate-innovation-at-scale/
DeepSeek-Coder-V2 - https://youtu.be/0Xp7K2rHcZg?si=khDjNLSQPKSZVn0j
Memory Tuning - https://youtu.be/Bs36gxpKcqk?si=SicIqfAday3q15tE
V2A - https://deepmind.google/discover/blog/generating-audio-for-video/
Local III - https://changes.openinterpreter.com/log/local-iii
Open-Sora - https://github.com/hpcaitech/Open-Sora
tokencost - https://github.com/AgentOps-AI/tokencost
MCTSr - https://arxiv.org/pdf/2406.07394
Gemini Context Caching - https://youtu.be/987Pd89EDPs?si=aeAGjSmwUj22sVTp
Long-Context LLMs - https://x.com/omarsar0/status/1804184820806766875
RAG to Rich - https://x.com/omarsar0/status/1803254134289895555
PlanRAG - https://x.com/omarsar0/status/1803262374574448757
LangChain Criticism - https://www.octomind.dev/blog/why-we-no-longer-use-langchain-for-building-our-ai-agents

Taught by

Elvis Saravia

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