Unite.AI

SEPTEMBER 18, 2024

Pro uses a Mixture-of-Experts (MoE) architecture, selectively activating the most relevant expert pathways within its neural network based on input types. Pro) in 87% of the benchmarks used to evaluate large language models. and position Grok-2 as a strong competitor to other leading AI models. MMLU-Pro: 75.5%

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 304

AWS Machine Learning Blog

MARCH 21, 2025

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. It offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI practices. samples/2003.10304/page_2.png"

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Metadata Convolutional Neural Networks Generative AI Data Scientist 111

Marktechpost

MAY 30, 2024

Google plays a crucial role in advancing AI by developing cutting-edge technologies and tools like TensorFlow, Vertex AI, and BERT. Its AI courses provide valuable knowledge and hands-on experience, helping learners build and optimize AI models, understand advanced AI concepts, and apply AI solutions to real-world problems.

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Artificial Intelligence Artificial Intelligence BERT Computer Vision 131

IBM Journey to AI blog

JANUARY 10, 2024

Data is often divided into three categories: training data (helps the model learn), validation data (tunes the model) and test data (assesses the model’s performance). For optimal performance, AI models should receive data from a diverse datasets (e.g.,

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Artificial Intelligence Artificial Intelligence Neural Network Algorithm 229

Unite.AI

JANUARY 12, 2024

Competitions also continue heating up between companies like Google, Meta, Anthropic and Cohere vying to push boundaries in responsible AI development. The Evolution of AI Research As capabilities have grown, research trends and priorities have also shifted, often corresponding with technological milestones.

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Generative AI Neural Network ChatGPT Conversational AI 189

Marktechpost

JULY 31, 2024

Ensuring that these models operate within ethical frameworks and maintain user trust adds another layer of complexity to the task. Traditional AI models often rely heavily on massive server-based computations, leading to challenges in efficiency and latency. Check out the Paper.

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Neural Network Responsible AI AI AI 117

Unite.AI

APRIL 3, 2024

However, this progress has significantly increased the energy demands of data centers powering these AI workloads. Extensive AI tasks have transformed data centers from mere storage and processing hubs into facilities for training neural networks , running simulations, and supporting real-time inference.

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Neural Network Natural Language Processing AI AI 147

Unite.AI

MAY 30, 2024

Impact on Various Industries In healthcare, these tools empower professionals to develop diagnostic models without deep technical expertise, enhancing diagnostics and patient care. One significant concern revolves around the quality and customization of models created using these platforms.

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AI Developer AI Development AI Tools AI 221

Flipboard

JULY 28, 2023

Zuckerberg also made the case for why it’s better for leading AI models to be “open source,” which means making the technology’s underlying code largely available for anyone to use. Some experts point out, for example, that we had the problem of misinformation even before AI existed in its current form.

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AI Modeling Large Language Models AI AI 123

AWS Machine Learning Blog

NOVEMBER 26, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. For example, we provide the following image of a cake to the model to extract the recipe.

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LLM Convolutional Neural Networks Metadata Explainability 96

ODSC - Open Data Science

MARCH 12, 2025

The next wave of advancements, including fine-tuned LLMs and multimodal AI, has enabled creative applications in content creation, coding assistance, and conversational agents. However, with this growth came concerns around misinformation, ethical AI usage, and data privacy, fueling discussions around responsible AI deployment.

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Data Science ETL Machine Learning AI Engineer 52

Unite.AI

MARCH 6, 2024

This moves towards open-source generative AI underlines Google's commitment to democratizing AI technology, allowing for wider application and innovation in the field. Gemma's architecture leverages advanced neural network techniques, particularly the transformer architecture, a backbone of recent AI developments.

Generative AI 133

Generative AI Neural Network Responsible AI AI 133

Unite.AI

SEPTEMBER 26, 2024

It all started in 2012 with AlexNet, a deep learning model that showed the true potential of neural networks. These models made AI tasks more efficient and cost-effective. By 2020, OpenAI's GPT-3 set new standards for AI capabilities, highlighting the high costs of training such large models.

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AI AI Neural Network Data Quality 147

NVIDIA

JANUARY 6, 2025

NVIDIA Cosmos , a platform for accelerating physical AI development, introduces a family of world foundation models neural networks that can predict and generate physics-aware videos of the future state of a virtual environment to help developers build next-generation robots and autonomous vehicles (AVs).

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AI Developer AI Development Robotics Neural Network 138

Towards AI

AUGUST 8, 2024

Continuous monitoring and ethical guidelines are crucial to ensure responsible AI use. How I Build an Agent with Long-Term, Personalized Memory by Gao Dalie To solve the problem of AI models’ lack of long-term memory and personalization capabilities, the author introduces Mem0. Meme of the week!

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Neural Network Metadata Explainability LLM 111

IBM Journey to AI blog

AUGUST 16, 2023

However, the terms of service for ChatGPT explicitly state that it cannot be used in the development of other AI systems. Enhanced trustworthiness with IBM watsonx Relating back to our smoothie story, public ChatGPT utilizes your prompt data to enhance its neural network, like how the apple adds flavor to the smoothie.

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ChatGPT Chatbots Natural Language Processing AI Chatbots 170

Google Research AI blog

FEBRUARY 10, 2023

Robust algorithm design is the backbone of systems across Google, particularly for our ML and AI models. We also had a number of interesting results on graph neural networks (GNN) in 2022. We provided a model-based taxonomy that unified many graph learning methods. You can find other posts in the series here.)

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Algorithm Neural Network Auto-classification ML 110

NVIDIA

JUNE 20, 2023

Huang and Read backstage at Cannes Lions At the event attended by thousands of creators, marketers and brand execs from around the world, Huang outlined the impact of AI on the $700 billion digital advertising industry. He also touched on the ways AI can enhance creators’ abilities, as well as the importance of responsible AI development.

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Generative AI Neural Network AI AI 102

IBM Journey to AI blog

SEPTEMBER 3, 2024

And using AI ethically isn’t just the right thing for businesses to do—it’s also something consumers want. In fact, 86% of businesses believe customers prefer companies that use ethical guidelines and are clear about how they use their data and AI models, according to the IBM Global AI Adoption Index.

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AI AI LLM Algorithm 136

Becoming Human

APRIL 19, 2024

Transparency and Explainability Transparency in AI systems is crucial for building trust among users and stakeholders. Consultants must bridge this knowledge gap by providing education and training on ethical considerations in AI. Ethical leadership fosters a commitment to responsible AI consulting at all levels of the organization.

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AI AI Responsible AI Artificial Intelligence 102

AWS Machine Learning Blog

FEBRUARY 25, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Chatbots Categorization LLM Algorithm 70

TransOrg Analytics

FEBRUARY 11, 2025

XAI plays a critical role in: Building Trust & Acceptance Users are more likely to adopt AI when they understand its decision-making process. Reducing Bias & Promoting Fairness AI models trained on biased data can produce unfair results. XAI helps identify and correct such biases.

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Explainable AI Explainability Convolutional Neural Networks Neural Network 52

ODSC - Open Data Science

DECEMBER 14, 2023

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. AI has unmatched speed and accuracy when it comes to data set monitoring.

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Data Science Machine Learning Neural Network Automation 98

Towards AI

FEBRUARY 21, 2025

Think of AI models like kids in a candy store. Censored or aligned AI? Plus, as someone whos authored books like Deep Reinforcement Learning (Springer Nature) and Convolutional Neural Networks, (Packt), I believe in pushing boundaries, not building walls. No AI jail just yet, thankfully. OpenAI, 2024a).

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Convolutional Neural Networks Neural Network AI AI 77

Viso.ai

DECEMBER 20, 2023

It accelerates AI research and prototype development. The integrated approach promotes collaboration, innovation, and responsible AI practices with deep learning algorithms. The Computational Graph is a dynamic and versatile representation of neural network operations. Computational Graph. Operators and Kernels.

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Deep Learning Neural Network Computer Vision Natural Language Processing 52

Allen AI

FEBRUARY 1, 2024

As the world races to deploy AI models that are effective and safe, the demand for Open Large Language Models (LLMs) has exploded. The massive adoption of both open and closed AI models means that AI capabilities have leapfrogged our ability to understand how they are created.

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LLM Large Language Models AI Researcher AI Research 76

Marktechpost

SEPTEMBER 2, 2024

The evaluation involved analyzing student feedback, written assignments, AI model outputs, and teacher observations, with thematic analysis revealing the benefits and challenges of using no-code AI tools in educational settings. Check out the Report. All credit for this research goes to the researchers of this project.

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Machine Learning ML AI Tools Neural Network 67

Pickl AI

DECEMBER 16, 2024

Key Takeaways Reliable, diverse, and preprocessed data is critical for accurate AI model training. GPUs, TPUs, and AI frameworks like TensorFlow drive computational efficiency and scalability. Technical expertise and domain knowledge enable effective AI system design and deployment.

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Artificial Intelligence Artificial Intelligence Neural Network Algorithm 52

Viso.ai

DECEMBER 18, 2023

An example is a privacy-preserving solution for developing healthcare AI models. Visual synthetic data involves artificially generated images to enhance ML models’ training by providing diverse and privacy-conscious datasets – source. Neural networks can also synthesize unstructured data like images and video.

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Computer Vision Neural Network Auto-complete Data Scarcity 52

AWS Machine Learning Blog

FEBRUARY 24, 2023

In November 2022, MMEs added support for GPU s, which allows you to run multiple models on a single GPU device and scale GPU instances behind a single endpoint. This satisfies the strong MME demand for deep neural network (DNN) models that benefit from accelerated compute with GPUs.

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BERT NLP Computer Vision Neural Network 99

Heartbeat

OCTOBER 12, 2023

The Rise of Large Language Models The emergence and proliferation of large language models represent a pivotal chapter in the ongoing AI revolution. This hybridization allows LLMs to work in synergy with specialized models to handle multi-modal tasks more efficiently.

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Large Language Models Neural Network Convolutional Neural Networks Artificial Intelligence 59

ODSC - Open Data Science

MARCH 11, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI.

Neural Network 52

Neural Network Data Science Robotics Algorithm 52

ODSC - Open Data Science

FEBRUARY 25, 2025

Generative AI TrackBuild the Future with GenAI Generative AI has captured the worlds attention with tools like ChatGPT, DALL-E, and Stable Diffusion revolutionizing how we create content and automate tasks. This track will cover the latest best practices for managing AI models from development to deployment.

Data Scientist 52

Data Scientist Machine Learning Large Language Models ML Engineer 52

Pickl AI

SEPTEMBER 17, 2024

This allows cybersecurity teams to focus on high-level strategy and decision-making, while AI handles the day-to-day monitoring and incident response. Moreover, AI enables cybersecurity solutions to adapt and learn from new threats, continuously improving their detection capabilities.

Machine Learning 52

Machine Learning IDP Algorithm AI 52

ODSC - Open Data Science

FEBRUARY 29, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Currently, the lab has hundreds of projects that span multiple disciplines.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 52

ODSC - Open Data Science

NOVEMBER 2, 2023

Google has specifically designed TPUs for neural network processing , which is one example of how these organizations had to get creative when melding AI with the cloud. Companies running enormous data centers like Microsoft, Google, and Amazon are kickstarting their AI-powered cloud platforms, like Azure.

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Data Science Neural Network AI AI 52

The MLOps Blog

JUNE 27, 2023

Some model observability tools in the MLOps landscape in 2023 WhyLabs WhyLabs is an AI observability platform that helps data scientists and machine learning engineers monitor the health of their AI models and the data pipelines that fuel them. Evidently AI Evidently AI is an open-source ML model monitoring system.

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