Simply AI

NVIDIA Triton: Revolutionizing AI Deployment, Intel’s SYCL Implementation of MLPs, Google’s SAFE Framework, and AI’s Role in Sepsis Detection

Unleash the full potential of AI with NVIDIA Triton's mastery of models and frameworks. Intel presents a SYCL implementation of fully fused MLPs on Intel Data Center GPU Max. Researchers from Google DeepMind and Stanford introduce the Search-Augmented Factuality Evaluator (SAFE). Plus, discover how AI combined with a blood test could offer an early detection tool for sepsis.Sources:https://ytech.news/en/unleashing-ais-full-potential-nvidia-tritons-mastery-of-models-and-frameworks/https://www.marktechpost.com/2024/03/29/this-ai-paper-from-intel-presents-a-sycl-implementation-of-fully-fused-multi-layer-perceptrons-mlps-on-intel-data-center-gpu-max/https://www.marktechpost.com/2024/03/29/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe-enhancing-factuality-evaluation-in-large-language-models/https://www.theguardian.com/society/2024/mar/29/sepsis-blood-test-combined-with-ai-could-offer-early-detection-toolOutline:(00:00:00) Introduction(00:00:47) Unleashing AI's Full Potential: NVIDIA Triton's Mastery of Models and Frameworks(00:03:14) This AI Paper from Intel Presents a SYCL Implementation of Fully Fused Multi-Layer Perceptrons (MLPs) on Intel Data Center GPU Max(00:05:58) Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models(00:09:16) Sepsis blood test combined with AI could offer early detection tool

SambaNova Systems Sets New AI Efficiency Record, Breakthroughs in LLMs and Jacobian-Free Backpropagation

SambaNova Systems achieves a new AI efficiency record with Samba-CoE v0.2 and announces the upcoming Samba-CoE v0.3. Researchers introduce layer-pruning for efficient LLMs. A groundbreaking method called Jacobian-free Backpropagation revolutionizes training implicit networks. Plus, explore the potential of automatic neural architecture search in AI development.Sources:https://www.marktechpost.com/2024/03/28/sambanova-systems-sets-new-artificial-intelligence-ai-efficiency-record-with-samba-coe-v0-2-and-upcoming-samba-coe-v0-3-beating-databricks-dbrx/https://www.marktechpost.com/2024/03/28/efficiency-breakthroughs-in-llms-combining-quantization-lora-and-pruning-for-scaled-down-inference-and-pre-training/https://medium.com/@monocosmo77/different-applications-of-the-jacobian-matrix-for-machine-learning-models-part3-3434dc2f88efhttps://datascientest.com/en/automatic-search-for-neural-architecture-all-you-need-to-knowOutline:(00:00:00) Introduction(00:00:45) SambaNova Systems Sets New Artificial Intelligence AI Efficiency Record with Samba-CoE v0.2 and Upcoming Samba-CoE v0.3: Beating Databricks DBRX(00:03:37) Efficiency Breakthroughs in LLMs: Combining Quantization, LoRA, and Pruning for Scaled-down Inference and Pre-training(00:07:41) Different applications of the Jacobian matrix for Machine Learning models part3(00:10:18) Automatic search for neural architecture: All you need to know

Breaking Symmetry in Machine Learning, Mapping Placenta Histology with Deep Learning

Discover the role of symmetry breaking in machine learning and the groundbreaking research on equivariant functions. Also, explore how deep learning with HAPPY is mapping cell-to-tissue graphs across human placenta histology. Plus, learn about TOXCL, an AI framework for detecting and explaining implicit toxic speech. And, find out how scientists are using AI to make beer taste even better.Sources:https://www.marktechpost.com/2024/03/27/the-role-of-symmetry-breaking-in-machine-learning-a-study-on-equivariant-functions-and-e-mlps/https://www.nature.com/articles/s41467-024-46986-2https://www.marktechpost.com/2024/03/27/toxcl-a-unified-artificial-intelligence-framework-for-the-detection-and-explanation-of-implicit-toxic-speech/https://www.theguardian.com/technology/2024/mar/26/ai-beer-taste-better-belgium-scientistsOutline:(00:00:00) Introduction(00:00:49) The Role of Symmetry Breaking in Machine Learning: A Study on Equivariant Functions and E-MLPs(00:04:25) Mapping cell-to-tissue graphs across human placenta histology whole slide images using deep learning with HAPPY(00:08:26) TOXCL: A Unified Artificial Intelligence Framework for the Detection and Explanation of Implicit Toxic Speech(00:10:54) Scientists turn to AI to make beer taste even better

AI’s Impact on Jobs and Energy Consumption, OpenAI’s Voice Assistant Ambitions

AI 'apocalypse' could take away almost 8 million jobs in the UK, says report. Can nuclear fusion quench AI's thirst for power? OpenAI sets sight on the voice assistant market with new 'Voice Engine' trademark. Plus, real-time reconstruction of high-intensity focused ultrasound focal temperature field based on deep learning revolutionizes cancer treatment.Sources:https://www.theguardian.com/technology/2024/mar/27/ai-apocalypse-could-take-away-almost-8m-jobs-in-uk-says-reporthttps://www.marktechpost.com/2024/03/26/ais-thirst-for-power-can-nuclear-fusion-quench-it/https://www.marktechpost.com/2024/03/26/openai-sets-sight-on-voice-assistant-market-with-new-voice-engine-trademark/https://medicalxpress.com/news/2024-03-real-reconstruction-high-intensity-focused.htmlOutline:(00:00:00) Introduction(00:00:45) AI ‘apocalypse’ could take away almost 8m jobs in UK, says report(00:03:41) AI’s Thirst for Power: Can Nuclear Fusion Quench It?(00:06:18) OpenAI Sets Sight on Voice Assistant Market with New ‘Voice Engine’ Trademark(00:08:42) Real-time reconstruction of high-intensity focused ultrasound focal temperature field based on deep learning

Harnessing Chaos with AI, Detoxifying Language Models, AI’s Role in Election Disinformation, Enhancing User Agency in GLMs

Discover how AI is being used to tame chaotic systems and predict their unpredictable nature. Explore the groundbreaking SafeEdit benchmark for detoxifying language models. Learn about the escalating threat of AI-generated election disinformation and the urgent need for regulations. Delve into the concept of dynamic thresholding for toxicity scoring in generative language models, enhancing user agency and engagement. These thought-provoking articles cover a wide range of AI applications and raise important ethical considerations.Sources:https://machine-learning-made-simple.medium.com/using-ai-to-tame-chaotic-systems-d54a444e4c7ehttps://www.marktechpost.com/2024/03/25/this-ai-paper-introduces-safeedit-a-new-benchmark-to-investigate-detoxifying-llms-via-knowledge-editing/https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://www.marktechpost.com/2024/03/25/enhancing-user-agency-in-generative-language-models-algorithmic-recourse-for-toxicity-filtering/Outline:(00:00:00) Introduction(00:00:39) Using AI to tame chaotic systems(00:03:33) This AI Paper Introduces SafeEdit: A New Benchmark to Investigate Detoxifying LLMs via Knowledge Editing(00:07:06) AI-created election disinformation is deceiving the world(00:10:10) Enhancing User Agency in Generative Language Models: Algorithmic Recourse for Toxicity Filtering

Revolutionizing PyTorch Training with Thunder Compiler, AI Tracking Hedgehog Populations, and Advancements in Language Models

Meet Thunder, an open-sourced compiler for PyTorch that optimizes the execution of deep learning models, resulting in significant speed improvements. Discover how AI is being used to track hedgehog populations in the UK, aiding conservation efforts. Learn about the innovative CoTGenius framework and its impact on large language models. Explore how MIT engineers are engineering household robots to have a little common sense, enabling them to adapt and self-correct when faced with disruptions.Sources:https://www.marktechpost.com/2024/03/24/meet-thunder-an-open-sourced-compiler-for-pytorch/https://www.theguardian.com/world/2024/mar/25/ai-hedgehog-populations-pioneering-uk-projecthttps://www.marktechpost.com/2024/03/24/renmin-universitys-research-introduces-chainlm-a-cutting-edge-large-language-model-empowered-by-the-innovative-cotgenius-framework/https://news.mit.edu/2024/engineering-household-robots-have-little-common-sense-0325Outline:(00:00:00) Introduction(00:00:44) Meet Thunder: An Open-Sourced Compiler for PyTorch(00:02:51) AI to track hedgehog populations in pioneering UK project(00:05:27) Renmin University's Research Introduces ChainLM: A Cutting-Edge Large Language Model Empowered by the Innovative CoTGenius Framework(00:08:02) Engineering household robots to have a little common sense

Advancements in AI: Crystal Property Prediction, High-Resolution Image Perception, Deep Learning Model Optimization, and Feature Upsampling

Simply A.I. presents groundbreaking developments in the field of artificial intelligence. Researchers introduce ComFormer, a novel machine learning approach for crystal material property prediction. LLaVA-UHD enables high-resolution image perception at any aspect ratio. HuggingFace introduces Quanto, a Python quantization toolkit for optimizing deep learning models. FeatUp upgrades the resolution of deep neural networks for improved performance in computer vision tasks. Join us as we explore these advancements and their potential impact on various fields.Sources:https://www.marktechpost.com/2024/03/23/researchers-at-texas-am-university-introduces-comformer-a-novel-machine-learning-approach-for-crystal-material-property-prediction/https://www.marktechpost.com/2024/03/23/seeing-it-all-llava-uhd-perceives-high-resolution-images-at-any-aspect-ratio/https://www.marktechpost.com/2024/03/23/huggingface-introduces-quanto-a-python-quantization-toolkit-to-reduce-the-computational-and-memory-costs-of-evaluating-deep-learning-models/https://www.marktechpost.com/2024/03/23/featup-a-machine-learning-algorithm-that-upgrades-the-resolution-of-deep-neural-networks-for-improved-performance-in-computer-vision-tasks/Outline:(00:00:00) Introduction(00:00:48) Researchers at Texas A&M University Introduces ComFormer: A Novel Machine Learning Approach for Crystal Material Property Prediction(00:03:40) Seeing it All: LLaVA-UHD Perceives High-Resolution Images at Any Aspect Ratio(00:06:51) HuggingFace Introduces Quanto: A Python Quantization Toolkit to Reduce the Computational and Memory Costs of Evaluating Deep Learning Models(00:09:26) FeatUp: A Machine Learning Algorithm that Upgrades the Resolution of Deep Neural Networks for Improved Performance in Computer Vision Tasks

HyperGAI Unveils HPT: A Breakthrough in Multimodal LLMs, Amazon AI Introduces DataLore for Improved Traceability

HyperGAI introduces HPT, a groundbreaking family of leading multimodal LLMs. Amazon AI introduces DataLore, a machine learning framework that improves traceability. OpenAI announces new members to the board of directors. Researchers at Microsoft introduce Garnet, an open-source and faster cache-store system.Sources:https://www.marktechpost.com/2024/03/22/hypergai-introduces-hpt-a-groundbreaking-family-of-leading-multimodal-llms/https://www.marktechpost.com/2024/03/22/amazon-ai-introduces-datalore-a-machine-learning-framework-that-explains-data-changes-between-an-initial-dataset-and-its-augmented-version-to-improve-traceability/https://openai.com/blog/openai-announces-new-members-to-board-of-directorshttps://www.marktechpost.com/2024/03/22/researchers-at-microsoft-introduce-garnet-an-open-source-and-faster-cache-store-system-for-accelerating-applications-and-services/Outline:(00:00:00) Introduction(00:00:46) HyperGAI Introduces HPT: A Groundbreaking Family of Leading Multimodal LLMs(00:03:14) Amazon AI Introduces DataLore: A Machine Learning Framework that Explains Data Changes between an Initial Dataset and Its Augmented Version to Improve Traceability(00:05:40) OpenAI announces new members to board of directors(00:08:00) Researchers at Microsoft Introduce Garnet: An Open-Source and Faster Cache-Store System for Accelerating Applications and Services

GitHub’s AI-Powered Code Fixing, Google’s Multimodal Reasoning Breakthrough, AI Decodes Behavioral States, AI-Generated Election Disinformation

GitHub unveils an AI-powered tool to automatically fix code vulnerabilities. Google AI Research introduces ChartPaLI-5B, a groundbreaking method for elevating vision-language models. AI decodes whole-cortex functional images to predict behavioral states. AI-created election disinformation is deceiving the world. Stay informed about the latest advancements in AI and their impact on software development, multimodal reasoning, neuroscience, and the democratic process.Sources:https://www.marktechpost.com/2024/03/21/github-unveils-an-ai-powered-tool-to-automatically-fix-code-vulnerabilities/https://www.marktechpost.com/2024/03/21/google-ai-research-introduces-chartpali-5b-a-groundbreaking-method-for-elevating-vision-language-models-to-new-heights-of-multimodal-reasoning/https://medicalxpress.com/news/2024-03-ai-decodes-cortex-functional-images.htmlhttps://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:46) GitHub Unveils an AI-Powered Tool to Automatically Fix Code Vulnerabilities(00:03:37) Google AI Research Introduces ChartPaLI-5B: A Groundbreaking Method for Elevating Vision-Language Models to New Heights of Multimodal Reasoning(00:06:58) AI decodes whole-cortex functional images to predict behavioral states(00:10:01) AI-created election disinformation is deceiving the world

Assessing Health Equity in AI, Cost Savings with Deep Learning in MRI

Google Health researchers propose a methodology to assess health equity in machine learning-based health technologies. Deep learning-based MRI reconstruction software produces considerable cost savings. Plus, a thought-provoking discussion on the potential dangers of AI and the introduction of VideoElevator, a revolutionary AI method for enhancing the quality of synthesized videos.Sources:https://www.marktechpost.com/2024/03/20/google-health-researchers-propose-heal-a-methodology-to-quantitatively-assess-whether-machine-learning-based-health-technologies-perform-equitably/https://radiologybusiness.com/node/255096https://www.theguardian.com/technology/audio/2024/mar/21/episode-6-shut-it-downhttps://www.marktechpost.com/2024/03/20/videoelevator-a-training-free-and-plug-and-play-ai-method-that-enhances-the-quality-of-synthesized-videos-with-versatile-text-to-image-diffusion-models/Outline:(00:00:00) Introduction(00:00:48) Google Health Researchers Propose HEAL: A Methodology to Quantitatively Assess whether Machine Learning-based Health Technologies Perform Equitably(00:03:40) Deep learning-based MRI reconstruction software produces considerable cost savings(00:06:28) Episode six(00:08:12) VideoElevator: A Training-Free and Plug-and-Play AI Method that Enhances the Quality of Synthesized Videos with Versatile Text-to-Image Diffusion Models