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Densing Law Discovers LLM's Maximum Capability Density Doubles Every 100 Days!
Discover how the Densing Law redefines AI development with exponential growth in capability density, cost reductions, and the rise of edge intelligence.
Dec 9
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Meng Li
1
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Densing Law Discovers LLM's Maximum Capability Density Doubles Every 100 Days!
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DeepMind Uses Language Games for AlphaGo Self-Play, Overcoming Data Limits
DeepMind's Socratic Learning uses language games for self-play, enabling AI to autonomously improve and break data limitations, paving the way for AGI.
Dec 2
•
Meng Li
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DeepMind Uses Language Games for AlphaGo Self-Play, Overcoming Data Limits
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IC-Light: A Perfect [10, 10, 10, 10] ICLR Paper by ControlNet Creator, Now with 6k Stars on GitHub
IC-Light improves illumination editing accuracy, preserving image details across diverse lighting conditions and applications like normal map…
Dec 1
•
Meng Li
2
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AI Disruption
IC-Light: A Perfect [10, 10, 10, 10] ICLR Paper by ControlNet Creator, Now with 6k Stars on GitHub
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Andrej Karpathy: The Myth of Magical AI Models—Just a Poor Imitation of Human Labels
Explore Andrej Karpathy's critique of AI models, RLHF limitations, and the future of reward mechanisms like Rule-Based Rewards (RBR) for LLMs.
Dec 1
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Meng Li
1
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AI Disruption
Andrej Karpathy: The Myth of Magical AI Models—Just a Poor Imitation of Human Labels
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Predicting GPT-5's Emergent Capabilities: UC Berkeley's Breakthrough
Discover how UC Berkeley predicts emergent AI capabilities using checkpoints. Insights on model scaling, finetuning, and the Law of Emergence.
Nov 30
•
Meng Li
2
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AI Disruption
Predicting GPT-5's Emergent Capabilities: UC Berkeley's Breakthrough
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Millions of AI Agents on OASIS: How Similar to Humans on X(Twitter)?
Explore OASIS, an open-source platform simulating social media interactions with millions of AI agents. Study behaviors like message propagation and…
Nov 29
•
Meng Li
2
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AI Disruption
Millions of AI Agents on OASIS: How Similar to Humans on X(Twitter)?
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Autoregressive Models Show Scaling Potential in the Field of Image Generation
Explore the potential of autoregressive models in image generation, scaling laws, and unified generation-discrimination tasks. Cutting-edge insights and…
Nov 26
•
Meng Li
4
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AI Disruption
Autoregressive Models Show Scaling Potential in the Field of Image Generation
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Jamba 1.5: The New 256K Context Benchmark in AI Speed
Discover AI21's Jamba 1.5 models: unmatched speed, 256K context length, and hybrid architecture for superior efficiency and quality. Ideal for…
Aug 24
•
Meng Li
1
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AI Disruption
Jamba 1.5: The New 256K Context Benchmark in AI Speed
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How Multi-Head Attention Transforms AI: The Crucial Details(AI Painting Creation Intro Course 7)
Explore how Transformers and Multi-Head Attention enhance AI models like GPT, with insights into Self-Attention, LSTM, and efficient sequence…
Aug 19
•
Meng Li
4
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AI Disruption
How Multi-Head Attention Transforms AI: The Crucial Details(AI Painting Creation Intro Course 7)
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After ChatGPT, the Ultimate AI Milestone Collapses
Explore the flaws of the Turing Test in the era of AI, as modern chatbots challenge our understanding of intelligence and the uncanny valley effect.
Aug 17
•
Meng Li
2
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AI Disruption
After ChatGPT, the Ultimate AI Milestone Collapses
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Mamba vs. Transformer: The New AI Model Challenging the Status Quo
Discover Mamba: The AI Model Challenging Transformers with Efficiency and Innovation. Explore its strengths, weaknesses, and potential in real-world…
Aug 9
•
Meng Li
2
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AI Disruption
Mamba vs. Transformer: The New AI Model Challenging the Status Quo
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Today's Open Source (2024-08-05): infly-ai Releases 34B Pre-trained Model with Bilingual Support and 32K Context
Discover top AI open-source projects: INF-34B, Grounded SAM 2, Llama Coder, LangGraph Studio, Autogen_GraphRAG_Ollama, and LLMDocParser. Explore…
Aug 5
•
Meng Li
1
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AI Disruption
Today's Open Source (2024-08-05): infly-ai Releases 34B Pre-trained Model with Bilingual Support and 32K Context
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