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@ErrorPdf
I am not the creator or contributor of the papers that appear here. I only share the latest and most interesting research in the field of ML/DL.
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ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent paper page: huggingface.co/papers/2312.10… Answering complex natural language questions often necessitates multi-step reasoning and integrating external information. Several systems have combined knowledge retrieval…
Our new AI model AlphaEarth Foundations is mapping the planet in astonishing detail. 🌏🔍 Scientists will now be able to track the impact of deforestation, monitoring crop health, and more – significantly faster, thanks to our new datasets. 🧵
Introducing FrontierMath Tier 4: a benchmark of extremely challenging research-level math problems, designed to test the limits of AI’s reasoning capabilities.
🚀 DeepSeek-R1 is here! ⚡ Performance on par with OpenAI-o1 📖 Fully open-source model & technical report 🏆 MIT licensed: Distill & commercialize freely! 🌐 Website & API are live now! Try DeepThink at chat.deepseek.com today! 🐋 1/n
We're thrilled to present ESM3 in @ScienceMagazine. ESM3 is a generative language model that reasons over the three fundamental properties of proteins: sequence, structure, and function. Today we're making ESM3 available free to researchers worldwide via the public beta of an API…
We’re excited to introduce Transformer², a machine learning system that dynamically adjusts its weights for various tasks! sakana.ai/transformer-sq… Adaptation is a remarkable natural phenomenon, like how the octopus can blend in with its environment, or how the brain rewires…
Introducing ASAL: Automating the Search for Artificial Life with Foundation Models sakana.ai/asal/ Artificial Life (ALife) research holds key insights that can transform and accelerate progress in AI. By speeding up ALife discovery with AI, we accelerate our…
RWKV-7-World 0.1B (L12-D768) trained w/ ctx4k perfectly solves NIAH ctx16k 🤯 100% RNN and attention-free. RWKV is all you need. rwkv.com #RWKV
🚨 NVIDIA Introduces Jetson Nano Super > compact AI computer capable of 70-T operations per second > designed for robotics, it supports advanced models, including LLMs, and costs $249
Introducing ESM Cambrian. Unsupervised learning can invert biology at scale to reveal the hidden structure of the natural world. We’ve scaled up compute and data to train a new generation of protein language models. ESM C defines a new state of the art for protein…
Today in @Nature, we’re presenting GenCast: our new AI weather model which gives us the probabilities of different weather conditions up to 15 days ahead with state-of-the-art accuracy. ☁️⚡ Here’s how the technology works. 🧵goo.gle/49trAOv
Training video understanding models on longer contexts is computationally intensive. To address this, we present a novel approach that reduces the computational load while also improving the quality of the learned representations. More at: goo.gle/4fW5aIc
Introducing Genie 2: our AI model that can create an endless variety of playable 3D worlds - all from a single image. 🖼️ These types of large-scale foundation world models could enable future agents to be trained and evaluated in an endless number of virtual environments. →…
Oldies but goldies: R. Keys, Cubic convolution interpolation for digital image processing, 1980. Introduces bicubic interpolation, the most frequently used image interpolation method. en.wikipedia.org/wiki/Bicubic_i…
Gradient descent on particles’ positions (Lagrangian) is equivalent to an advection linear PDE on the density of particles (Eulerian). en.wikipedia.org/wiki/Lagrangia…
Introducing AlphaQubit: our AI-based system that can more accurately identify errors inside quantum computers. 🖥️⚡ This research is a joint venture with @GoogleQuantumAI, published today in @Nature → goo.gle/3ZflWMn
Thrilled to announce Boltz-1, the first open-source and commercially available model to achieve AlphaFold3-level accuracy on biomolecular structure prediction! An exciting collaboration with @jeremyWohlwend, @pas_saro and an amazing team at MIT and Genesis Therapeutics. A thread!
Super hyped to share NeuralDEM -- the first real-time simulation of industrial particulate flows. NeuralDEM replaces Discrete Element Method (DEM) routines and coupled (CFD-DEM) multiphysics simulations. 🧵 📜: arxiv.org/abs/2411.09678 🖥️: nx-ai.github.io/NeuralDEM/
New RWKV CoT demo: 4M params to solve 15-puzzle 🔥 github.com/Jellyfish042/R… #RWKV #RNN
1/10 Today we're launching FrontierMath, a benchmark for evaluating advanced mathematical reasoning in AI. We collaborated with 60+ leading mathematicians to create hundreds of original, exceptionally challenging math problems, of which current AI systems solve less than 2%.
What will a world look like with 100 billion digital human beings? Today we share our tech report on Project Sid – a glimpse at the first AI agent civilization (powered by our new PIANO architecture). github.com/altera-al/proj… 1/8
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