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AI’s Instagram Problem
AI has an Instagram problem. Just as Instagram’s parade of perfect physiques makes many people feel they don’t measure up, AI’s parade of exciting...
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Long context prompting for Claude 2.1
Claude 2.1 excels at retrieving information across its 200K context window, with a simple prompt adjustment improving accuracy from 27% to 98%. Claude 2.1’s performance when retrieving an individual sentence across its full 200K token context window.
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Generative AI is overrated, long live old-school AI
TLDR; Don't be dazzled by generative AI's creative charm! Predictive AI, though less flashy, remains crucial for solving real-world challenges a
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Twitter showed us its algorithm – what does it tell us?
On March 31, Twitter open-sourced its recommendation algorithm. It turns out to be a standard engagement prediction algorithm of the kind most major platforms use; I explained how these algorithms work in a recent essay . The source code release makes for an interesting case study of social media transparency. Let’s…
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Ford Hires 550 Former Argo.ai Engineers, Creates Latitude.ai
The official home for stories from Ford. Get the latest news, in-depth vehicle features, media site information, and meet the people and ideas driving our company forward.
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Keras 3.0
Keras 3 runs the same model code on any supported backend, including JAX, PyTorch, and TensorFlow. Learn what's new, how backends work, and how to migrate.
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GigaGPT: GPT-3 sized models in 565 lines of code
GigaGPT is Cerebras’ implementation of Andrei Karpathy’s nanoGPT – the simplest and most compact code base to train and fine-tune GPT models.
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Paving the way to efficient architectures: StripedHyena-7B
StripedHyena-7B is an open-source model built beyond the Transformer architecture, matching Llama-2 and Mistral 7B while running faster on long sequences.
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SnapFusion: Text-to-Image Diffusion Model on Mobile Devices Within Two Seconds
Text-to-image diffusion models can create stunning images from natural language descriptions that rival the work of professional artists and photographers. However, these models are large, with complex network architectures and tens of denoising iterations, making them computationally expensive and slow to run. As a…
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Replit's new AI Model now available on Hugging Face
At Replit, our mission is to empower the next billion software creators. Yesterday, we strengthened our commitment by announcing that Replit AI is now free for all users. Over the past year, we’ve witnessed the transformative power of building software collaboratively with the power of AI. We believe AI will be part…
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Introducing Superalignment
We need scientific and technical breakthroughs to steer and control AI systems much smarter than us. To solve this problem within four years, we’re starting a new team, co-led by Ilya Sutskever and Jan Leike, and dedicating 20% of the compute we’ve secured to date to this effort. We’re looking for excellent ML…
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Voicebox: Generative AI model for speech that generalizes across tasks
Voicebox is a state-of-the-art speech generative model based on a new method proposed by Meta AI called Flow Matching. By learning to solve a text-guided speech infilling task with a large scale of data, Voicebox outperforms single-purpose AI models across speech tasks through in-context learning.
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The false positive rate of AI detectors and its effect on freelance writers
The massive false positive rate of general AI detectors had a devastating effect on freelance writer Michael Berben: being falsely accused of cheating, he lost his job.
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Microsoft Teams Premium: powered by OpenAI’s GPT-3.5
Unlock new experiences with Microsoft Teams Premium for customers looking to make meetings more intelligent, personalized, and protected.
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Generate images in one second on your Mac using a latent consistency model
How to run a latent consistency model on your M1 or M2 Mac
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ChatGPT is now finding bugs in databases
Engineering notes and product news from the PhoenixAI team — real-time analytics, AI agent workloads, lakehouse architecture, and what we're shipping.
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Retrieval in LangChain
Build better AI apps with flexible retrieval methods in LangChain. Use any retriever—from semantic to hybrid—to create personalized ChatGPT for your data.
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Google's advanced music generation model and two new AI experiments
Announcing our most advanced music generation model and two new AI experiments, designed to open a new playground for creativity
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Fine-tuning GPT-3.5-turbo for natural language to SQL
Tutorial and comparison with RAG methods
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Add an AI Code Copilot to your product using GPT-4
The AI Code Copilot has been replaced by the more powerful AI Chat feature.
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Bing Image Creator
Last month we introduced the new AI-powered Bing and Microsoft Edge, your copilot for the web – delivering better search, complete answers, a new chat experience and the ability to create content. Already, we have seen that chat is reinventing how people search with more than 100 million chats to date. We’ve seen…
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Fuyu-8B: A multimodal architecture for AI agents
We’re open-sourcing Fuyu-8B - a small version of the multimodal model that powers our product.
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Introducing Agents in Haystack: Make LLMs resolve complex tasks
LLMs can now make use of the right tools to resolve complex queries and tasks
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A Mechanistic Interpretability Analysis of Grokking
Neel Nanda reverse engineers neural networks that have "grokked" modular addition, showing that they operate using Discrete Fourier Transforms and tr…