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Genie 2: A large-scale foundation world model
Generating unlimited diverse training environments for future general agents
New
The latest blog posts to take off on Hacker News. 673 posts.
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AI hallucinations: Why LLMs make things up (and how to fix it)
Nine Technical Strategies for Reducing Hallucination
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Amazon Nova
Amazon Nova foundation models deliver frontier intelligence and industry leading price-performance, with support for text and multimodal intelligence, multimodal fine-tuning, and high-quality images and videos.
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LLM abstraction levels inspired by fish eye lens
We often think of the same information at different levels or abstraction. Here's a simple example:
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Researchers use AI to turn sound recordings into street images
AUSTIN, Texas — Using generative artificial intelligence, a team of researchers at The University of Texas at Austin has converted sounds from audio
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Breaking the 4Chan CAPTCHA
In this blog post, I will talk about my successful experiment in machine learning using TensorFlow to automate solving the 4Chan CAPTCHA.
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An Intuitive Explanation of Sparse Autoencoders for LLM Interpretability
Sparse Autoencoders (SAEs) have recently become popular for interpretability of machine learning models (although sparse dictionary learning has been around since 1997). Machine learning models and LLMs are becoming more powerful and useful, but they are still black boxes, and we don’t understand how they do the…
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QwQ: Alibaba's O1-like reasoning LLM
GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Note: This is the pronunciation of QwQ: /kwju:/ , similar to the word “quill”. What does it mean to think, to question, to understand? These are the deep waters that QwQ (Qwen with Questions) wades into. Like an eternal student of wisdom, it approaches every problem - be it…
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What happens if we remove 50 percent of Llama?
Discover Sparse Llama: A 50% pruned, GPU-optimized Llama 3.1 model with 2:4 sparsity, enabling faster, cost-effective inference without sacrificing accuracy.
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The industry structure of LLM makers
The Netscapes of AI
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Model Context Protocol
MCP is an open standard for connecting AI assistants to the systems where data lives, from content repositories to business tools.
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32k context length text embedding models
TL;DR – We are excited to announce voyage-3 and voyage-3-lite embedding models, advancing the frontier of retrieval quality, latency, and cost. voyage-3 outperforms OpenAI v3 large by 7.55% on aver…
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Against the Dark Forest
The complex of ideas I’m going to call the Dark Internet Forest emerges from mostly insidery tech thinking, but from multiple directions.
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OK, I can partly explain the LLM chess weirdness now
(“make LLMs play better with one weird trick”)
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AlphaQubit: AI to identify errors in Quantum Computers
AlphaQubit is an AI-based decoder that identifies quantum computing errors with state-of-the-art accuracy.
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Hand Tracking for Mouse Input (2023)
The other day I saw the launch of Apple Vision Pro, the whole thing was very interesting, but one thing that caught my attention was the finger input. It seems very intuitive, by using the finger pinching as sort of like a cursor or mouse input. I figured I want to try it out, so I took it upon myself to create it.
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Llama 3.1 405B now runs at 969 tokens/s on Cerebras Inference
Llama 3.1 405B on Cerebras is by far the fastest frontier model in the world – 12x faster than GPT-4o and 18x faster than Claude 3.5 Sonnet.
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Extending the context length to 1M tokens
API Documentation (Chinese) HuggingFace Demo ModelScope Demo Introduction After the release of Qwen2.5, we heard the community’s demand for processing longer contexts. In recent months, we have made many optimizations for the model capabilities and inference performance of extremely long context. Today, we are proud…
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AlphaProof's Greatest Hits
Here I’ll try to explain the coolest ideas in each of AlphaProof’s IMO 2024 solutions. AlphaProof produces proofs in Lean, and each Lean proof is composed of a series of tactics. So I’ll pick out the tactics that correspond to these ideas in the proofs for problems 1, 2 and 6 (the three problems that AlphaProof…
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All-in-one embedding model for interleaved text, images, and screenshots
TL;DR — We are excited to announce voyage-multimodal-3, a new state-of-the-art for multimodal embeddings and a big step forward towards seamless RAG and semantic search for documents rich with both…
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YC is wrong about LLMs for chip design
LLMs don’t make chips better. Good engineers do.
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Something weird is happening with LLMs and chess
Are they good or bad?
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Something weird is happening with LLMs and Chess
are they good or bad?
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Daisy, an AI granny wasting scammers' time
O2 has today unveiled the newest member of its fraud prevention team, 'Daisy'. As ‘Head of Scammer Relations’, this state-of-the-art AI Granny's mission is to talk with fraudsters and waste as much of their time as possible with human-like rambling chat to keep them away from real people, while highlighting the need…