Simply AI

Hidden Risks of AI Safetywashing, Miru: The Game-Changing DevOps Solution, CC-SAM: Advancing Medical Image Segmentation, Deep Learning Predicts Stock Prices

Discover the hidden risks of AI safetywashing and the need for meaningful safety metrics. Learn how Miru revolutionizes DevOps for robotics and IoT businesses. Explore CC-SAM's superior medical image segmentation capabilities. Find out how deep learning is predicting stock prices with impressive accuracy.Sources:https://www.marktechpost.com/2024/08/05/ai-safety-benchmarks-may-not-ensure-true-safety-this-ai-paper-reveals-the-hidden-risks-of-safetywashing/https://www.marktechpost.com/2024/08/05/meet-miru-an-ai-powered-startup-that-helps-robotics-and-iot-teams-to-painlessly-deploy-software-over-the-air/https://www.marktechpost.com/2024/08/05/cc-sam-achieving-superior-medical-image-segmentation-with-85-20-dice-score-and-27-10-hausdorff-distance-using-convolutional-neural-network-cnn-and-vit-integration/https://www.thehindubusinessline.com/business-tech/using-deep-learning-to-predict-stock-prices-gains-maturity/article68484656.eceOutline:(00:00:00) Introduction(00:00:53) AI Safety Benchmarks May Not Ensure True Safety: This AI Paper Reveals the Hidden Risks of Safetywashing(00:04:57) Meet Miru: An AI-Powered Startup that Helps Robotics and IoT Teams to Painlessly Deploy Software Over the Air(00:08:00) Using deep learning to predict stock prices gains maturity

Daniel Bedingfield on AI in Music, Noise Impact on Machine Learning Models, Character.AI CEO Returns to Google

Daniel Bedingfield discusses the future of AI in music. A study explores the impact of noise on machine learning models for voice disorder evaluation. Noam Shazeer returns to Google, raising questions about Character.AI's future. Plus, Google DeepMind researchers introduce Diffusion Augmented Agents for efficient exploration and transfer learning in reinforcement learning.Sources:https://www.theguardian.com/music/article/2024/aug/03/daniel-bedingfield-ai-artificial-intelligence-music-creative-industrieshttps://www.marktechpost.com/2024/08/02/assessing-noise-impact-on-machine-learning-models-for-voice-disorder-evaluation/https://techcrunch.com/2024/08/02/character-ai-ceo-noam-shazeer-returns-to-google/https://www.marktechpost.com/2024/08/02/google-deepmind-researchers-introduce-diffusion-augmented-agents-a-machine-learning-framework-for-efficient-exploration-and-transfer-learning/Outline:(00:00:00) Introduction(00:00:40) ‘We have to adapt or die’: Daniel Bedingfield says AI is music’s future(00:02:57) Assessing Noise Impact on Machine Learning Models for Voice Disorder Evaluation(00:05:09) Character.AI CEO Noam Shazeer returns to Google(00:08:42) Google DeepMind Researchers Introduce Diffusion Augmented Agents: A Machine Learning Framework for Efficient Exploration and Transfer Learning

Salesforce AI Introduces ThinK, Suno Claims Fair Use in AI Music Training

Salesforce AI introduces ThinK, a new AI method that exploits substantial redundancy across the channel dimension of the KV cache. Suno claims fair use in AI music training. Plus, EaTVul demonstrates over 83% success rate in evasion attacks on deep learning-based software vulnerability detection systems. Also, over 300 video game actors protest over unregulated AI use in Hollywood.Sources:https://www.marktechpost.com/2024/08/01/salesforce-ai-introduces-think-a-new-ai-method-that-exploits-substantial-redundancy-across-the-channel-dimension-of-the-kv-cache/https://techcrunch.com/2024/08/01/ai-music-startup-suno-response-riaa-lawsuit/https://www.marktechpost.com/2024/08/01/eatvul-demonstrating-over-83-success-rate-in-evasion-attacks-on-deep-learning-based-software-vulnerability-detection-systems/https://www.theguardian.com/games/article/2024/aug/01/hollywood-video-game-actors-artificial-intelligence-protestOutline:(00:00:00) Introduction(00:00:44) Salesforce AI Introduces ‘ThinK’: A New AI Method that Exploits Substantial Redundancy Across the Channel Dimension of the KV Cache(00:02:46) AI music startup Suno claims training model on copyrighted music is ‘fair use’(00:05:58) Over 300 video game actors protest over unregulated AI use in Hollywood

Introducing Darts: A Python Library for Time Series Analysis, Torchchat: A Framework for Local LLM Inference, Europe’s AI Act: What You Need to Know, and US Spearheads UN Resolution on AI

Discover the latest in time series analysis with Darts, a user-friendly Python library. Learn about Torchchat, a flexible framework for accelerating large language models on various devices. Understand the implications of Europe's AI Act and how it will shape AI regulation. Explore the United States' leadership in spearheading the first UN resolution on artificial intelligence. Stay informed on the cutting-edge developments in the world of AI with Simply A.I.Sources:https://www.marktechpost.com/2024/08/01/darts-a-new-python-library-for-user-friendly-forecasting-and-anomaly-detection-on-time-series/https://www.marktechpost.com/2024/07/31/meet-torchchat-a-flexible-framework-for-accelerating-llama-3-3-1-and-other-large-language-models-across-laptop-desktop-and-mobile/https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82https://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425Outline:(00:00:00) Introduction(00:00:48) Darts: A New Python Library for User-Friendly Forecasting and Anomaly Detection on Time Series(00:04:42) Meet Torchchat: A Flexible Framework for Accelerating Llama 3, 3.1, and Other Large Language Models Across Laptop, Desktop, and Mobile(00:07:11) Europe's AI Act: How does it work and what happens next?(00:09:58) US spearheads first UN resolution on artificial intelligence

OpenAI Endorses AI Bills, Stanford’s RelBench Revolutionizes Deep Learning, Zamba2-2.7B: A State-of-the-Art Small Language Model, Engineers Measure Chaos with Machine Learning

OpenAI endorses Senate bills shaping America's AI policy. Stanford presents RelBench, a benchmark for deep learning on relational databases. Zyphra releases Zamba2-2.7B, a state-of-the-art small language model. Engineers at the University of Pennsylvania use machine learning to measure chaos in systems. Join Simply A.I. as we explore the latest advancements in AI technology and their potential impact on various fields.Sources:https://techcrunch.com/2024/07/30/openai-endorses-senate-bills-that-could-shape-americas-ai-policy/https://www.marktechpost.com/2024/07/30/researchers-at-stanford-present-relbench-an-open-benchmark-for-deep-learning-on-relational-databases/https://www.marktechpost.com/2024/07/30/zamba2-2-7b-released-a-state-of-the-art-small-language-model-achieving-twice-the-speed-and-27-reduced-memory-overhead/https://phys.org/news/2024-07-machine-chaos.htmlOutline:(00:00:00) Introduction(00:00:46) OpenAI endorses Senate bills that could shape America’s AI policy(00:03:38) Researchers at Stanford Present RelBench: An Open Benchmark for Deep Learning on Relational Databases(00:07:26) Zamba2-2.7B Released: A State-of-the-Art Small Language Model Achieving Twice the Speed and 27% Reduced Memory Overhead(00:10:16) Engineers use machine learning to measure chaos in systems

NIST Releases Dioptra for AI Model Evaluation, Canva Acquires Leonardo.ai for Generative AI, Odyssey Framework Empowers AI Agents in Minecraft, U.S. Commerce Department Supports ’Open’ AI Models

NIST releases Dioptra, a machine learning tool for testing AI model risks. Canva acquires Leonardo.ai to boost its generative AI efforts. Odyssey framework empowers large language model-based agents in Minecraft. U.S. Commerce Department endorses 'open' AI models. Stay informed about the latest advancements and developments in the AI industry with these intriguing stories.Sources:https://www.marktechpost.com/2024/07/30/nist-releases-a-machine-learning-tool-for-testing-ai-model-risks/https://techcrunch.com/2024/07/29/canva-acquires-leonardo-ai-to-boost-its-generative-ai-efforts/https://www.marktechpost.com/2024/07/29/odyssey-a-new-open-source-ai-framework-that-empowers-large-language-model-llm-based-agents-with-open-world-skills-to-explore-the-vast-minecraft-world/https://techcrunch.com/2024/07/29/u-s-commerce-department-report-endorses-open-ai-models/Outline:(00:00:00) Introduction(00:00:42) NIST Releases a Machine Learning Tool for Testing AI Model Risks(00:03:25) Canva acquires Leonardo.ai to boost its generative AI efforts(00:07:11) ODYSSEY: A New Open-Source AI Framework that Empowers Large Language Model (LLM)-based Agents with Open-World Skills to Explore the Vast Minecraft World(00:11:27) U.S. Commerce Department report endorses ‘open’ AI models

Breakthrough in Neural Networks: JumpReLU SAEs and Parkinson’s Disease Prediction

Google DeepMind researchers introduce JumpReLU Sparse Autoencoders, achieving state-of-the-art reconstruction fidelity. Machine learning revolutionizes Parkinson's disease symptom tracking and progression prediction. Plus, innovative technology helps scientists better estimate ages of long-lived rockfish. Also, advances and challenges in predicting TCR specificity with Protein Language Models.Sources:https://www.marktechpost.com/2024/07/28/google-deepmind-researchers-introduce-jumprelu-sparse-autoencoders-achieving-state-of-the-art-reconstruction-fidelity/https://www.news-medical.net/news/20240728/Machine-learning-revolutionizes-Parkinsons-disease-symptom-tracking-and-progression-prediction.aspxhttps://alaska-native-news.com/?p=75058https://www.marktechpost.com/2024/07/28/advances-and-challenges-in-predicting-tcr-specificity-from-clustering-to-protein-language-models/Outline:(00:00:00) Introduction(00:00:46) Machine learning revolutionizes Parkinson's disease symptom tracking and progression prediction(00:03:54) Innovative Technology Helps Scientists Better Estimate Ages of Long-Lived Rockfish(00:06:51) Advances and Challenges in Predicting TCR Specificity: From Clustering to Protein Language Models

OpenDevin: AI Platform for Powerful Agents, Machine Learning in Indian Higher Education

Discover OpenDevin, an AI platform for developing powerful AI agents that interact like human developers. Explore how machine learning is reshaping higher education in India. Plus, TensorFlow or PyTorch for beginner AI training and NIST's tool for testing AI model risk.Sources:https://www.marktechpost.com/2024/07/28/opendevin-an-artificial-intelligence-platform-for-the-development-of-powerful-ai-agents-that-interact-in-similar-ways-to-those-of-a-human-developer/https://www.indiatoday.in/education-today/featurephilia/story/how-machine-learning-is-reshaping-higher-education-in-india-2570173-2024-07-28https://geeksided.com/posts/tensorflow-or-pytorch-for-beginner-ai-training-01j3t8ktzn3ahttps://techcrunch.com/2024/07/27/nist-releases-a-tool-for-testing-ai-model-risk/Outline:(00:00:00) Introduction(00:00:45) How machine learning is reshaping higher education in India(00:03:24) TensorFlow or PyTorch for Beginner AI Training(00:05:45) NIST releases a tool for testing AI model risk

Databricks Unveils Mosaic AI Agent Framework, Google DeepMind’s AI Solves Math Problems, Eindhoven University Develops Nerva Sparse Neural Network Library

Databricks announces the public preview of Mosaic AI Agent Framework and Agent Evaluation. Google DeepMind's AlphaProof and AlphaGeometry-2 solve advanced reasoning problems in mathematics. Eindhoven University of Technology releases Nerva, a groundbreaking sparse neural network library enhancing efficiency and performance. Plus, new AI tools can record medical appointments and draft messages from doctors, revolutionizing healthcare communication.Sources:https://www.marktechpost.com/2024/07/26/databricks-announced-the-public-preview-of-mosaic-ai-agent-framework-and-agent-evaluation/https://www.marktechpost.com/2024/07/27/google-deepminds-alphaproof-and-alphageometry-2-solves-advanced-reasoning-problems-in-mathematics/https://www.marktechpost.com/2024/07/26/this-deep-learning-paper-from-eindhoven-university-of-technology-releases-nerva-a-groundbreaking-sparse-neural-network-library-enhancing-efficiency-and-performance/https://apnews.com/article/chatgpt-ai-health-doctors-microsoft-f63d7fcc4b361cf8073406bf231e2b92Outline:(00:00:00) Introduction(00:00:46) Databricks Announced the Public Preview of Mosaic AI Agent Framework and Agent Evaluation(00:05:34) Google DeepMind’s AlphaProof and AlphaGeometry-2 Solves Advanced Reasoning Problems in Mathematics(00:09:39) New AI tools can record your medical appointment or draft a message from your doctor

PyTorch Democratizes AI, Adversarial Attacks on Large Language Models Exposed

PyTorch revolutionizes AI accessibility for developers, while a study unveils adversarial attack strategies on large language models. Also, machine learning models predict disability progression in multiple sclerosis, and Mistral-Large-Instruct-2407 sets new standards in AI performance.Sources:https://blockchain.news/news/pytorch-revolutionizes-ai-accessibility-for-developershttps://www.marktechpost.com/2024/07/25/imposter-ai-unveiling-adversarial-attack-strategies-to-expose-vulnerabilities-in-advanced-large-language-models/https://www.news-medical.net/news/20240725/Machine-learning-models-predict-disability-progression-in-multiple-sclerosis.aspxhttps://www.marktechpost.com/2024/07/25/mistral-large-instruct-2407-released-multilingual-ai-with-128k-context-80-coding-languages-84-0-mmlu-92-humaneval-and-93-gsm8k-performance/Outline:(00:00:00) Introduction(00:00:42) PyTorch Revolutionizes AI Accessibility for Developers(00:03:23) Machine learning models predict disability progression in multiple sclerosis(00:06:18) Mistral-Large-Instruct-2407 Released: Multilingual AI with 128K Context, 80+ Coding Languages, 84.0% MMLU, 92% HumanEval, and 93% GSM8K Performance