DeepMind – AI.RadicalShift

frameworksTensorFlow at 10: Eager Execution, TPUs, and Beyond, The Decade-Long Evolution of Google’s AI Framework

AI Inference, AI models, Algorithms, Americas, Artificial Intelligence, Automation, Deep learning, Edge AI, Frameworks, Generative AI, Graph neural network (GNN), Language model training, Machine intelligence, Machine learning, Natural language processing (NLP), Neural networks, Probabilistic Modeling, Quantum Computing, Science, Semiconductors

April 1, 2025

Oleg Lazarov

AI, AI deployment, AlphaFold, AlphaGo, Apache Airflow, Apache Beam, Apache License 2.0, artificial intelligence, Auto-Differentiation, BERT, C++, Chainer, Cloud AI Platform, Cloud TPU, CNN, Community Contributions, Computational Graph, computer vision, CPU, CUDA, Databricks, Dataflow Graph, deep learning, DeepMind, Define-by-run, DistBelief, Distributed Training, DTensor, Eager Execution, edge computing, Edge TPU, GitHub, Go, Google, Google Brain, Google Cloud, Google Coral, Google Scholar, GPU, graph neural networks, Hugging Face, IBM, Java, JavaScript, JAX, Jeff Dean, Keras, KerasCV, KerasNLP, Kubernetes, machine learning, MCMC, Mixed Precision, MLOps, Mobile ML, Model Garden, Model Optimization Toolkit, NLP, NumPy, NVIDIA, ONNX, open-source, OpenXLA, Python, PyTorch, quantization, quantum machine learning, Ragged Tensors, Recommendation Systems, reinforcement learning, ResNet, RNN, SavedModel, Spiceworks, Static Graph, Tensor Processing Unit, TensorBoard, TensorFlow, TensorFlow 1.0, TensorFlow 2.0, TensorFlow Addons, TensorFlow Agents, TensorFlow Core, TensorFlow Datasets, TensorFlow Decision Forests, TensorFlow Dev Summit, TensorFlow Extended, TensorFlow Forum, TensorFlow Graphics, TensorFlow Hub, TensorFlow Lite, TensorFlow Probability, TensorFlow Quantum, TensorFlow Recommenders, TensorFlow Serving, TensorFlow SIGs, TensorFlow User Groups, TensorFlow.js, TF.js, TFLite, TFX, Theano, TPU, TPU v4, Transformer models, transformers, XLA

Key Takeaways: Evolved significantly from its original static computational graph architecture (DistBelief heritage, TensorFlow 1.x) to dynamic eager execution (TensorFlow 2.x) The decision to open-source TensorFlow in 2015 was pivotal, transforming the framework from an internal Google tool into one of the most widely adopted machine learning platforms Broad ecosystem that spans from research (TensorBoard,…
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newsOutstanding Machine Learning Researchers Honored with ELLIS PhD Award

AI assistants, AI models, Algorithms, Analytics, Artificial Intelligence, Europe, Generative AI, LLMs (Large Language Models), Machine learning, Neural networks, Science, Society

December 12, 2024

Sheryl Rivera

AI research, Anastasiia Koloskova, artificial intelligence, Bernhard Schölkopf, Bernt Schiele, causal inference, continual learning, DeepMind, distributed machine learning, doctoral research, Ecole Polytechnique Fédérale de Lausanne, ELLIS PhD Award, EPFL, European institutions, generative models, Jonathan Richard Schwarz, Kühborth Stiftung GmbH, language modeling, Luigi Gresele, machine learning, Martin Jaggi, Max Planck Institute for Intelligent Systems, neural data compression, neuroimaging, optimization theory, privacy-preserving machine learning, representation learning, Sebastian Stich, sparse parameterizations, Stanford University, Thomson Reuters, UCL, University College London, University of Copenhagen, University of Tübingen

LONDON — Three exceptional young researchers in machine learning have been recognized with the prestigious ELLIS PhD Award for their groundbreaking contributions to artificial intelligence. Anastasiia Koloskova from École Polytechnique Fédérale de Lausanne (EPFL) and Luigi Gresele from the University of Tübingen and Max Planck Institute for Intelligent Systems received the main prize, while Jonathan…
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newsGoogle DeepMind’s Demis Hassabis and John Jumper Win Nobel Prize in Chemistry for AlphaFold Breakthrough

AI assistants, Analytics, Artificial Intelligence, Chemicals, Europe, Healthcare, Machine learning, Pharma & Biotech, Science

October 9, 2024

Sheryl Rivera

2024 Nobel Prize, AI, AlphaFold, AlphaFold Protein Structure Database, artificial intelligence, computational protein design, David Baker, DeepMind, Demis Hassabis, Drug Discovery, enzyme design, Google, Google DeepMind, groundbreaking discoveries, Isomorphic Labs, John Jumper, Nobel Prize in Chemistry, protein structure prediction, Royal Swedish Academy of Sciences, scientific research

LONDON — Demis Hassabis, Co-founder and CEO of Google DeepMind and Isomorphic Labs, and Dr. John Jumper, Director at Google DeepMind, have been jointly awarded the 2024 Nobel Prize in Chemistry for their pioneering work on AlphaFold, an AI system capable of accurately predicting the three-dimensional structure of proteins from their amino acid sequences. They…
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newsFoundry Raises $80M to Simplify and Scale AI Compute Infrastructure for the Future

Americas, Analytics, Artificial Intelligence, Automation, Cloud, Industrial, Machine learning, Startups

March 22, 2024

Sheryl Rivera

AI compute infrastructure, AI revolution, AI/ML workloads, cloud computing, Cost reduction, cutting-edge startups, DeepMind, Eric Schmidt, Foundry, GPUs, Jeff Dean, KKR, LG, Lightspeed Venture Partners, machine learning, Microsoft, Microsoft Ventures, ML infrastructure, next-generation platform, OpenAI, orchestration platform, Paul Milgrom, research institutions, scalable compute, Seed and Series A, Sequoia Capital, strategic collaborations, technical challenges

PALTO ALTO — Building the Future of Compute Access Foundry, a groundbreaking initiative aimed at reimagining global compute infrastructure, has announced $80 million in Seed and Series A funding. This funding will drive the development of a revolutionary platform designed to maximize the utility and accessibility of AI compute resources, addressing critical challenges in the rapidly…
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newsGoogle Launches Gemma: Open Models for Responsible AI Development

AI assistants, Americas, Cloud, Generative AI, Internet & Online, Open Source LLMs, Reinforcement learning, Responsible AI

February 21, 2024

Sheryl Rivera

adversarial testing, AI research, AI solutions, Colab, DeepMind, developers, Gemini models, Gemma, GKE, Google, Google Cloud, Google Cloud credits, Google Cloud TPUs, Google Kubernetes Engine, Hugging Face, Hugging Face Transformers, instruction-tuned models, JAX, Kaggle, Keras 3.0, MaxText, MLOps, Model Card, NVIDIA, NVIDIA GPUs, NVIDIA NeMo™, open AI models, pre-trained models, PyTorch, red-teaming, reinforcement learning from human feedback (RLHF), researchers, responsible AI development, Responsible Generative AI Toolkit, retrieval-augmented generation (RAG), summarization, TensorFlow, TensorRT-LLM, Vertex AI

MOUNTAIN VIEW– Google is introducing a new generation of open AI models designed to support responsible AI development and assist developers and researchers globally. Gemma, built on the same research and technology behind Google’s Gemini models, aims to help foster safe, innovative AI creation. Developed by Google DeepMind and other teams across Google, Gemma is…
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newsESET and DeepMind Spearhead Eastern European Summer School of Machine Learning: Fostering AI Knowledge Exchange

Artificial Intelligence, Deep learning, Education, Europe, Machine learning, Security & Safety

July 12, 2023

Oleg Lazarov

AI, AI Slovakia, computer vision, deep learning, DeepMind, Doina Precup, Eastern European Summer School of Machine Learning, ESET, global AI landscape, Jana Košecká, knowledge exchange, Michal Valko, natural language processing, Peter Richtárik Important words: collaboration, Slovakia, Technical University of Košice Names: Yoshua Bengio

BRATISLAVA — ESET, a leading global cybersecurity firm renowned for its anti-virus and firewall solutions, proudly announces its collaboration with DeepMind, the prestigious Google research laboratory for artificial intelligence, in organizing the prestigious Eastern European Summer School of Machine Learning. Held this week (July 10 – July 15, 2023) at the esteemed Technical University of…
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newsInflection AI Announces Breakthrough Performance with One of the World’s Largest AI Computing Clusters

AI assistants, AI models, Algorithms, Americas, Analytics, Artificial Intelligence, Internet & Online, LLMs (Large Language Models), Semiconductors

June 28, 2023

Sheryl Rivera

AI accessibility, AI computing, AI Inference, AI infrastructure, AI innovation, AI optimization, AI training, benchmark performance, Chinchilla, CoreWeave, DeepMind, Google, GPT-3.5, Inflection AI, Inflection AI cluster, Inflection-1, Karén Simonyan, large language models, Llama, LLMs, MLPerf, Mustafa Suleyman, natural language processing, NVIDIA, NVIDIA H100 Tensor Core GPUs, OpenAI, PaLM 540B, Palo Alto, personal AI, Pi, Public Benefit Corporation, Reid Hoffman, safe AI products

PALO ALTO — Inflection AI, in collaboration with CoreWeave and NVIDIA, has achieved a major milestone in AI computing, setting a new industry benchmark on MLPerf, the leading open-source standard for AI performance evaluation. Utilizing over 3,500 NVIDIA H100 Tensor Core GPUs, the Inflection AI cluster completed the reference training task in a record-breaking 11…
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newsInflection AI Launches Inflection-1, A Cutting-Edge Language Model Powering Personal AI Pi

AI assistants, AI models, Americas, Analytics, Artificial Intelligence, Generative AI, Internet & Online, LLMs (Large Language Models)

June 23, 2023

Oleg Lazarov

AI accessibility, AI adaptation, AI Benchmarks, AI innovation, AI scalability, AI trust, artificial intelligence, closed-book question answering, conversational AI, DeepMind, digital assistant, Google, GPT-3.5, Inflection AI, Inflection-1, Karén Simonyan, large language model, Llama, LLM, MMLU, Mustafa Suleyman, Natural Questions, NVIDIA H100 GPUs, OpenAI, PaLM 2-L, PaLM 540B, Palo Alto, personal AI, Pi, Pi.ai, proprietary advancements, Public Benefit Corporation, Reid Hoffman, safety methodology, technical memo, TriviaQA, trusted companion, user engagement, vertical integration

PALO ALTO — Inflection AI, a trailblazer in artificial intelligence, has unveiled its proprietary large language model (LLM), Inflection-1, which now powers its personal AI, Pi (Pi.ai). Inflection-1 represents a major milestone in AI development, combining exceptional scalability, safety, and performance to deliver a transformative user experience. Inflection AI’s vertically integrated approach—spanning data ingestion, model…
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newsNeurIPS 2020 Competitions to Leverage Procgen Benchmark and MineRL Announced

Americas, Artificial Intelligence, Entertainment, Generative AI, Generative pre-trained transformers (GPT), Machine learning, Reinforcement learning

June 21, 2020

Sheryl Rivera

AIcrowd, AlphaGo, AlphaStar, Carnegie Mellon University, DeepMind, Minecraft, MineRL, MineRL Competition, MineRL-v0 dataset, NeurIPS 2020, OpenAI, OpenAI Five, Procgen Benchmark, Procgen Competition, reinforcement learning

SAN FRANCISCO — In an exciting collaboration, OpenAI, AIcrowd, Carnegie Mellon University, and DeepMind are set to co-organize two prestigious competitions at NeurIPS 2020. These competitions, utilizing the Procgen Benchmark and MineRL, aim to drive advancements in reinforcement learning. Procgen Competition The Procgen Competition, a cornerstone of the event, challenges participants to enhance sample efficiency…
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What is RadicalShift AI?

RadicalShift.ai represents the paradigm shift the artificial intelligence (AI) brings upon all of us, from the way we live and work to the way we do business. To help cope with these fundamental changes across life, industries and the world in general, we are obsessively observing (30+ markets across multiple continents) and covering the AI industry while building a scalable open platform aimed at people, businesses and industry stakeholders to contribute across (benefit from) the entire spectrum of the AI industry from news, views, insights to knowledge, deployments, entities, people, products, tools, jobs, investors, pitch decks, and beyond, helping build what would potentially be a resourceful, insightful, knowledgeable and analytical source for AI related news, information and resources, ultimately becoming the AI industry graph/repository.

AI.RadicalShift

Tag: DeepMind

newsOutstanding Machine Learning Researchers Honored with ELLIS PhD Award

newsGoogle DeepMind’s Demis Hassabis and John Jumper Win Nobel Prize in Chemistry for AlphaFold Breakthrough

newsGoogle Launches Gemma: Open Models for Responsible AI Development

newsESET and DeepMind Spearhead Eastern European Summer School of Machine Learning: Fostering AI Knowledge Exchange

newsInflection AI Announces Breakthrough Performance with One of the World’s Largest AI Computing Clusters

newsInflection AI Launches Inflection-1, A Cutting-Edge Language Model Powering Personal AI Pi

newsNeurIPS 2020 Competitions to Leverage Procgen Benchmark and MineRL Announced

What is RadicalShift AI?

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