AI Inference – 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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newsA deeper look into the CoreWeave’s Acquisition of Weights & Biases

AI Inference, AI models, Americas, Artificial Intelligence, Cloud, Datasets, Deep learning, Internet & Online, Investment, LLMs (Large Language Models), Machine learning, Open Source LLMs

March 18, 2025

Oleg Lazarov

acquisition, AI cloud infrastructure, AI developer platform, AI Hyperscaler, CoreWeave, GPU computing, Hugging Face, interoperability, IPO, LLMOps, Lukas Biewald, Maginative, Meta, Michael Intrator, MLOps, NVIDIA, OpenAI, PitchBook, SiliconANGLE, TechCrunch, Toyota, Weights & Biases

Key Points CoreWeave, an AI hyperscaler, has acquired Weights & Biases, an AI developer platform, in a deal valued at about $1.7 billion, expected to close by mid-2025. The acquisition aims to combine their strengths to enhance AI development, maintaining W&B’s interoperability with multiple cloud providers. Media reactions are mostly positive, seeing it as a…
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individualsJensen Huang: Visionary Leader Powering the GPU and AI Revolution

Accelerated computing, AI accelerators, AI Inference, Algorithms, Americas, Artificial Intelligence, Asia, Automation, Automotive, Autonomous driving, Cloud, Computer vision, Data centers, Deep learning, Defence, Electronics & Machinery, Entertainment, Gaming, Generative AI, Graph neural network (GNN), Graphics Processing Unit (GPU), Healthcare, Infrastructure & Utilities, Internet & Online, Machine intelligence, Machine learning, Management, Neural networks, Pharma & Biotech, Robotics, Science, Semiconductors, Society, Supercomputer

February 26, 2025

Oleg Lazarov

accelerated computing, AI, AI revolution, Ampere, autonomous vehicles, chip design, Chris Malachowsky, corporate culture, CUDA, Curtis Priem, Data Centers, deep learning, Denny’s, founder-led company, GeForce 256, GPU, GPU computing, Grace CPU, high-performance computing, Hopper, HPC, Huang’s Law, immigrant entrepreneurship, innovation, Jensen Huang, leadership philosophy, Mellanox, NVIDIA, parallel processing, Silicon Valley, strategic acquisitions, strategic decisions, tech visionary, Volta

Jensen Huang is the co-founder, President, and CEO of NVIDIA, a company he started in 1993 that has grown from a niche graphics chip producer into a dominant force in artificial intelligence (AI) and high-performance computing. Huang’s journey – from a young immigrant washing dishes at Denny’s to the leader of a trillion-dollar tech company…
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newsQualcomm and Saudi Arabia Lead the Charge Toward a Hybrid AI Future at LEAP Conference

AI Inference, AI models, Americas, Artificial Intelligence, Cloud, Edge computing, Generative AI, Industrial, LLMs (Large Language Models)

February 10, 2025

Sheryl Rivera

5G, AI, AI and 5G integration, AI at the edge, AI cloud solutions, AI Ecosystem, AI for enterprise, AI innovation, AI-enabled industrial smartphones, ALLaM Developer Playground, ALLaM PC, Aramco Digital, DeepSeek-R1, edge AI, generative AI, hybrid AI, hybrid AI applications, large language model, LEAP Conference, Qualcomm, Qualcomm Cloud AI, Qualcomm Snapdragon, Saudi Arabia, technology innovation, Vision 2030

SAN DIEGO — The Kingdom of Saudi Arabia’s ambitious AI-driven transformation is gaining momentum, with Qualcomm Technologies playing a pivotal role in guiding the country toward its hybrid AI future. Through their collaboration, Saudi Arabia is setting itself up to be a global leader in innovation, with the nation’s strategic vision proving to be an…
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newsQ.ANT Unveils Groundbreaking Photonic Native Processing Unit for Sustainable AI and Machine Learning Performance

AI Inference, AI models, Algorithms, Analytics, Artificial Intelligence, Europe, Generative AI, Industrial, LLMs (Large Language Models), Machine learning

January 1, 2025

Sheryl Rivera

AI applications, AI Inference, CMOS technology, data center, energy efficiency, Eric Mounier, Fourier transform, GPT-4 queries, HPC, LENA, Light Empowered Native Arithmetics, machine learning, MNIST datasets, Native Processing Server, Native Processing Unit, NPS, NPU, PCI-Express, photonic computing, photonics, physics simulation, pre-order, Q.ANT, Q.ANT Toolkit, sustainable computing, TFLN, Thin-Film Lithium Niobate, Yole Group

STUTTGART — Q.ANT has launched its first Native Processing Unit (NPU), marking a significant step in the evolution of photonic computing. Designed for high-performance applications such as AI Inference, machine learning, and physics simulation, the NPU utilizes the company’s LENA (Light Empowered Native Arithmetics) architecture, offering groundbreaking improvements in energy efficiency and computational performance. The…
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newsAWS Expands NVIDIA NIM Microservices Availability to Drive High-Performance Generative AI Inference

AI assistants, AI Inference, AI models, Algorithms, Americas, Analytics, Artificial Intelligence, Cloud, Data centers, Generative AI, Industrial

December 5, 2024

Oleg Lazarov

AI application deployment, AI Inference, Amazon Bedrock Marketplace, Amazon EC2, Amazon EKS, Amazon SageMaker JumpStart, AWS, AWS Marketplace, Cloud, data center, generative AI, high-performance AI, Llama 3.1 70B-Instruct, Llama 3.1 8B-Instruct, Mixtral 8x7B Instruct, multilingual models, Nemotron-4, NIM microservices, NVIDIA, NVIDIA AI Blueprints, NVIDIA AI Enterprise, NVIDIA API catalog, NVIDIA TensorRT, NVIDIA Triton Inference Server, scalable AI solutions, secure AI solutions, SoftServe, synthetic data, text generation, workstation environments

SANTA CLARA — At its annual AWS re:Invent conference, Amazon Web Services (AWS) announced an expanded collaboration with NVIDIA to enhance the deployment of generative AI applications. NVIDIA NIM microservices, optimized for high-performance inference, are now available through AWS Marketplace, Amazon Bedrock Marketplace, and Amazon SageMaker JumpStart. This integration aims to deliver faster AI inference,…
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newsJuniper Networks Invests in Recogni to Enhance Scalable AI Solutions for the Future of Cloud and Data Center Computing

AI Inference, AI models, Americas, Artificial Intelligence, Data centers, Generative AI, Industrial, Investment

November 13, 2024

Sheryl Rivera

AI acceleration, AI Inference, AI Models, Celesta Capital, cloud computing, Data Centers, energy efficiency, generative AI, GreatPoint Ventures, hyperscalers, Juniper Networks, Marc Bolitho, Pareto math, Rami Rahim, Recogni, scalable AI solutions, Series C funding

SUNNYVALE/ SAN JOSE — Juniper Networks, a leader in AI-native networking, has announced its participation in Recogni’s $102 million Series C funding round, co-led by Celesta Capital and GreatPoint Ventures. As part of this investment, the two companies will collaborate to address the growing demand for scalable, energy-efficient AI inference solutions in cloud environments and…
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datasetsSNLI: A Benchmark Dataset Fueling Advances in Natural Language Inference (NLI)

AI Inference, Americas, Artificial Intelligence, Datasets, Deep learning, Language model training, Machine learning

September 18, 2024

RadicalShift.AI

annotators, attention mechanisms, BiLSTMs, contradiction, dataset, deep learning, entailment, Flickr30k dataset, LSTMs, natural language inference, Neutral, NLI, recognizing textual entailment, RTE, SNLI, Stanford Natural Language Inference, training

The Stanford Natural Language Inference (SNLI) Dataset is a large-scale dataset developed to support research on natural language inference (NLI), also known as recognizing textual entailment (RTE). The dataset contains 570,000 pairs of sentences manually annotated as entailment, contradiction, or neutral, which are the three possible relationships between a premise and a hypothesis. Key Features:…
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newsRecogni Unveils Pareto: A Revolutionary Logarithmic System for Optimizing GenAI Inference

AI Inference, AI models, Americas, Artificial Intelligence, Generative AI, Industrial

August 21, 2024

Oleg Lazarov

AI efficiency, AI Inference, AI Models, AI technology, chip design, energy-efficient AI, generative AI, Gilles Backhus, logarithmic number system, machine learning, Marc Bolitho, NeurIPS 2024, operational efficiency, Pareto, power consumption, Recogni

SAN JOSE — Recogni Inc., a leader in Generative AI inference technology, has introduced Pareto, its revolutionary logarithmic number system that promises to redefine AI chip design. This breakthrough system enables AI models to run more efficiently by converting multiplications into additions, resulting in smaller, faster, and more energy-efficient chips, without compromising the accuracy required…
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newsHistoric Partnership between OpenAI and News Corp to Elevate Digital Journalism

AI assistants, AI Inference, Algorithms, Americas, Analytics, Artificial Intelligence, Generative AI, Generative pre-trained transformers (GPT), Internet & Online

May 23, 2024

Sheryl Rivera

AI, AI-driven platforms, breaking news, content integration, digital age, digital journalism, high-quality reporting, Journalism, journalistic expertise, media partnership, news content, News Corp, OpenAI, premium journalism, Robert Thomson, Sam Altman, The Australian, The Times, The Wall Street Journal

SAN FRANCISCO — In a groundbreaking collaboration, OpenAI has entered into a multi-year global partnership with News Corp, aimed at integrating premium journalism into AI-driven platforms. This alliance allows OpenAI to access and display content from News Corp’s leading publications, including The Wall Street Journal, The Times, and The Australian, among others, to enhance user…
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newsOpenAI Unveils GPT-4o and Expands Free ChatGPT Features for Enhanced User Experience

AI assistants, AI Inference, AI models, Algorithms, Americas, Analytics, Artificial Intelligence, Generative AI, Generative pre-trained transformers (GPT), Internet & Online

May 14, 2024

Oleg Lazarov

advanced tools, AI accessibility, AI technology, ChatGPT, ChatGPT Free, data analysis, Enterprise users, flagship model, free users, GPT Store, GPT-4o, language capabilities, Memory, natural conversation, OpenAI, photo chat, Plus users, real-time video, Voice Mode

https://videos.ctfassets.net/kftzwdyauwt9/693OcNYd5oVeQcPE7mjE7y/9c8f48c05fdd033f906ed5d9b0acdc80/CleanShot_2024-05-12_at_22.mp4 SAN FRANCISCO — OpenAI has announced the launch of its latest AI model, GPT-4o, alongside a significant expansion of free tools and capabilities available to users of ChatGPT. GPT-4o, which offers GPT-4-level intelligence with enhanced speed and capabilities in text, voice, and vision, is designed to make AI technology more accessible and practical for…
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newsRecogni Secures $102 Million in Series C Funding to Advance AI Inference Solutions

AI Inference, Americas, Automotive, Aviation & Aerospace, Generative AI

February 22, 2024

Oleg Lazarov

AI acceleration technique, AI applications, AI Inference, AI inference solutions, BMW i Ventures, Celesta Capital, cost-effective AI computing, DNS Capital, efficient inference compute, generative AI, GreatPoint Ventures, low-power AI compute, Marc Bolitho, Mayfield, performance, Pledge Ventures, power efficiency, Recogni, Recogni Scorpio, Sriram Viswanathan, SW Mobility Fund, Tasaru Mobility Investments

SAN JOSE — Recogni, Inc., a pioneer in AI-based computing, has successfully closed a $102 million Series C funding round, co-led by Celesta Capital and GreatPoint Ventures. The investment, supported by existing investors Mayfield, DNS Capital, BMW i Ventures, and SW Mobility Fund, as well as new investors Pledge Ventures and Tasaru Mobility Investments, marks…
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newsOpenAI Expands to Dublin, Ireland

AI assistants, AI Inference, Algorithms, Americas, Analytics, Artificial Intelligence, Europe, Generative AI, Generative pre-trained transformers (GPT), Internet & Online

September 14, 2023

Sheryl Rivera

AI, AI Ecosystem, AI research, artificial intelligence, Cork, Dublin, Europe, Galway, IDA Ireland, Ireland, Limerick, Michael Lohan, National AI Strategy, OpenAI, Patch, Sam Altman, security engineering, Simon Coveney, startups, tech ecosystem, youth accelerator

SAN FRANCISCO — OpenAI is expanding its European presence with the launch of a new office in Dublin, Ireland. This move aligns with OpenAI’s mission to harness the potential of artificial intelligence to create global opportunities. The Dublin office will focus on enhancing operations, trust and safety, go-to-market strategies, security engineering, and legal work, underscoring OpenAI’s…
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newsOpenAI Introduces ChatGPT Enterprise for Enhanced Business Productivity

AI assistants, AI Inference, AI models, Algorithms, Americas, Analytics, Artificial Intelligence, Generative AI, Generative pre-trained transformers (GPT), Internet & Online

August 29, 2023

Oleg Lazarov

admin console, advanced data analysis, AI assistant, API credits, Asana, Block, Canva, Carlyle, ChatGPT Enterprise, Code Interpreter, data analysis, encryption, enterprise-grade security, GPT-4, Jorge Zuniga, Klarna, OpenAI, PwC, Sebastian Siemiatkowski, SOC 2 compliant, SSO, The Estée Lauder Companies, Zapier

SAN FRANCISCO — OpenAI has launched ChatGPT Enterprise, designed to offer top-tier security, privacy, and advanced features for businesses. This new version provides unlimited high-speed access to GPT-4, extended context windows, advanced data analysis capabilities, and customization options, aiming to boost creativity and productivity across various industries. Since its debut nine months ago, ChatGPT has…
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newsFacebook’s AI Technology Enhances Suicide Prevention Efforts, Facilitates Timely Interventions

AI assistants, AI Inference, Algorithms, Americas, Analytics, Artificial Intelligence, Internet & Online, Machine learning, Society

September 11, 2018

Sheryl Rivera

AI detection, algorithm, Community Operations, content moderation, Facebook AI, Facebook Safety Center, local authorities, machine learning, mental health, safety, self-harm, self-injury, social media, suicide, suicide prevention, support resources, wellness checks

MENLO PARK — As part of its ongoing commitment to improving user safety, Facebook has introduced an innovative initiative that harnesses the power of artificial intelligence (AI) to identify and respond to signs of suicidal intent among its users. The tech giant has implemented machine learning tools designed to detect potential suicide risks by analyzing…
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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

Category: AI Inference

newsA deeper look into the CoreWeave’s Acquisition of Weights & Biases

individualsJensen Huang: Visionary Leader Powering the GPU and AI Revolution

newsQualcomm and Saudi Arabia Lead the Charge Toward a Hybrid AI Future at LEAP Conference

newsQ.ANT Unveils Groundbreaking Photonic Native Processing Unit for Sustainable AI and Machine Learning Performance

datasetsSNLI: A Benchmark Dataset Fueling Advances in Natural Language Inference (NLI)

newsRecogni Unveils Pareto: A Revolutionary Logarithmic System for Optimizing GenAI Inference

newsHistoric Partnership between OpenAI and News Corp to Elevate Digital Journalism

newsOpenAI Unveils GPT-4o and Expands Free ChatGPT Features for Enhanced User Experience

newsRecogni Secures $102 Million in Series C Funding to Advance AI Inference Solutions

newsOpenAI Expands to Dublin, Ireland

newsOpenAI Introduces ChatGPT Enterprise for Enhanced Business Productivity

What is RadicalShift AI?

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