Simply AI

Jina AI Open Sources State-of-the-Art Multimodal Model, AI Revolutionizes Dental Diagnostics, Groundbreaking Study on Antibiotics, Memory-Efficient Training of DNNs

Jina AI introduces Jina CLIP, a state-of-the-art multimodal embedding model. A groundbreaking study revolutionizes dental diagnostics using deep learning. AI predicts potential new antibiotics in a global microbiome study. Researchers develop a memory-efficient optimizer for deep neural networks. Explore the cutting-edge research and its implications for the future of AI and various fields.Sources:https://www.marktechpost.com/2024/06/06/jina-ai-open-sources-jina-clip-a-state-of-the-art-english-multimodal-text-image-embedding-model/https://www.nature.com/articles/s41598-024-63744-yhttps://www.theguardian.com/society/article/2024/jun/05/ai-antibiotic-resistancehttps://www.marktechpost.com/2024/06/06/quantized-eigenvector-matrices-for-4-bit-second-order-optimization-of-deep-neural-networks/Outline:(00:00:00) Introduction(00:00:42) Jina AI Open Sources Jina CLIP: A State-of-the-Art English Multimodal (Text-Image) Embedding Model(00:04:21) A fully automated classification of third molar development stages using deep learning(00:06:58) AI used to predict potential new antibiotics in groundbreaking study(00:12:10) Quantized Eigenvector Matrices for 4-bit Second-Order Optimization of Deep Neural Networks

AI Revolutionizes Biotechnology, Tsinghua University Unveils Powerful Language Model

Discover how AI is transforming the field of biotechnology and the groundbreaking language model unveiled by Tsinghua University. Also, explore the use of AI in predicting new antibiotics and the fascinating world of grokking in neural networks.Sources:https://www.marktechpost.com/2024/06/05/transformative-use-cases-of-artificial-intelligence-ai-across-biotechnology/https://www.marktechpost.com/2024/06/05/meet-tsinghua-universitys-glm-4-9b-chat-1m-an-outstanding-language-model-challenging-gpt-4v-gemini-pro-on-vision-mistral-and-llama-3-8b/https://www.theguardian.com/society/article/2024/jun/05/ai-antibiotic-resistancehttps://www.marktechpost.com/2024/06/05/grokfast-a-machine-learning-approach-that-accelerates-grokking-by-amplifying-slow-gradients/Outline:(00:00:00) Introduction(00:00:47) Transformative Use Cases of Artificial Intelligence AI Across Biotechnology(00:03:07) Meet Tsinghua University’s GLM-4-9B-Chat-1M: An Outstanding Language Model Challenging GPT 4V, Gemini Pro (on vision), Mistral and Llama 3 8B(00:06:10) AI used to predict potential new antibiotics in groundbreaking study(00:08:37) GROKFAST: A Machine Learning Approach that Accelerates Grokking by Amplifying Slow Gradients

AI Chatbot Inspires Wise Life Choices, Deep Learning Market Set for Exponential Growth

Discover the fascinating world of AI-powered self-reflection with an innovative chatbot. Plus, the global deep learning market is projected to experience exponential growth. Also, explore advancements in machine learning-assisted protein engineering and groundbreaking research in defect detection for additive manufacturing.Sources:https://www.theguardian.com/technology/article/2024/jun/05/ai-researchers-build-future-self-chatbot-to-inspire-wise-life-choiceshttps://www.prnewswire.com/news-releases/deep-learning-market-size-is-set-to-grow-by-usd-10-85-billion-from-2024-2028--increasing-entry-of-startups-boost-the-market-technavio-302161690.htmlhttps://www.marktechpost.com/2024/06/04/advancements-and-future-directions-in-machine-learning-assisted-protein-engineering/https://techxplore.com/news/2024-06-machine-defects-additive.htmlOutline:(00:00:00) Introduction(00:00:46) AI researchers build ‘future self’ chatbot to inspire wise life choices(00:03:24) Deep Learning Market size is set to grow by USD 10.85 billion from 2024-2028, Increasing entry of startups boost the market, Technavio(00:06:38) Advancements and Future Directions in Machine Learning-Assisted Protein Engineering(00:10:31) Researchers use machine learning to detect defects in additive manufacturing

Swiss Startup Secures $27M for AI in EV Design, Unigen Introduces Groundbreaking AI Module

Swiss startup Neural Concept snaps $27M to transform EV design with AI. Unigen Corporation achieves industry first with introduction of new AI module. Plus, AI image-generator Midjourney blocks images of Biden, Trump. Also, US cites AI deepfakes as reason to keep Biden recording with Robert Hur secret.Sources:https://techfundingnews.com/swiss-startup-neural-concept-snaps-27m-to-transform-ev-design-with-ai/https://www.einnews.com/pr_news/716929057/unigen-corporation-achieves-industry-first-with-introduction-of-new-ai-modulehttps://apnews.com/article/midjourney-ai-imagegenerator-biden-trump-deepfakes-bc6c254ddb20e36c5e750b4570889ce1https://www.theguardian.com/us-news/article/2024/jun/03/biden-robert-hur-classified-documents-ai-deepfakes-riskOutline:(00:00:00) Introduction(00:00:47) Swiss startup Neural Concept snaps $27M to transform EV design with AI(00:03:45) Unigen Corporation Achieves Industry First with Introduction of New AI Module(00:06:34) AI image-generator Midjourney blocks images of Biden, Trump(00:08:42) US cites AI deepfakes as reason to keep Biden recording with Robert Hur secret

Microsoft Introduces Aurora: AI Model for Weather Forecasting, LLMs Self-Improve in Complex Tasks

Researchers at Microsoft introduce Aurora, a large-scale foundation model of the atmosphere trained on diverse weather and climate data. Plus, a new AI paper explores the self-improvement of LLMs in complex tasks. Also, aligning large language models with user preferences using multifaceted system messages. And, a deep learning method adds 301 planets to Kepler's total count.Sources:https://www.marktechpost.com/2024/06/03/researchers-at-microsoft-introduce-aurora-a-large-scale-foundation-model-of-the-atmosphere-trained-on-over-a-million-hours-of-diverse-weather-and-climate-data/https://www.marktechpost.com/2024/06/02/this-ai-paper-explores-the-extent-to-which-llms-can-self-improve-their-performance-as-agents-in-long-horizon-tasks-in-a-complex-environment-using-the-webarena-benchmark/https://www.marktechpost.com/2024/06/02/aligning-large-language-models-with-diverse-user-preferences-using-multifaceted-system-messages-the-janus-approach/https://science.nasa.gov/universe/exoplanets/new-deep-learning-method-adds-301-planets-to-keplers-total-count/Outline:(00:00:00) Introduction(00:00:52) Researchers at Microsoft Introduce Aurora: A Large-Scale Foundation Model of the Atmosphere Trained on Over a Million Hours of Diverse Weather and Climate Data(00:04:08) This AI Paper Explores the Extent to which LLMs can Self-Improve their Performance as Agents in Long-Horizon Tasks in a Complex Environment Using the WebArena Benchmark(00:07:01) Aligning Large Language Models with Diverse User Preferences Using Multifaceted System Messages: The JANUS Approach(00:09:51) New Deep Learning Method Adds 301 Planets to Kepler's Total Count

Advancements in AI: METRAG Framework, SEAL Leaderboards, and AI in Education

Ant Group proposes METRAG, a multi-layered thoughts enhanced retrieval augmented generation framework. Scale AI's SEAL Research Lab launches expert-evaluated and trustworthy LLM leaderboards. Enhancing educational outcomes through AI-driven data analytics. Plus, the rise of AI-created election disinformation.Sources:https://www.marktechpost.com/2024/06/02/ant-group-proposes-metrag-a-multi-layered-thoughts-enhanced-retrieval-augmented-generation-framework/https://www.marktechpost.com/2024/06/01/scale-ais-seal-research-lab-launches-expert-evaluated-and-trustworthy-llm-leaderboards/https://cxotoday.com/specials/enhancing-educational-outcomes-through-ai-driven-data-analytics-a-deep-dive-into-personalized-learning/https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:46) Ant Group Proposes MetRag: A Multi-Layered Thoughts Enhanced Retrieval Augmented Generation Framework(00:03:34) Scale AI’s SEAL Research Lab Launches Expert-Evaluated and Trustworthy LLM Leaderboards(00:06:58) Enhancing Educational Outcomes through AI-Driven Data Analytics: A Deep Dive into Personalized Learning(00:10:14) AI-created election disinformation is deceiving the world

Efficient Transformers, Sycophancy in AI, Implicit Reasoning, and Google’s AI Overviews

Discover the latest advancements in machine learning with MoEUTs, a robust approach to addressing efficiency challenges in Transformers. Explore the concerning issue of sycophancy in AI and the challenges it poses for human feedback training. Learn about the groundbreaking method of Stepwise Internalization that ushers in a new era of natural language processing reasoning. Uncover the limitations and risks of Google's AI Overviews and the implications for information retrieval. Join us at Simply A.I. as we delve into these cutting-edge topics and their impact on the future of AI.Sources:https://www.marktechpost.com/2024/05/31/moeut-a-robust-machine-learning-approach-to-addressing-universal-transformers-efficiency-challenges/https://www.marktechpost.com/2024/05/31/addressing-sycophancy-in-ai-challenges-and-insights-from-human-feedback-training/https://www.marktechpost.com/2024/05/31/from-explicit-to-implicit-stepwise-internalization-ushers-in-a-new-era-of-natural-language-processing-reasoning/https://www.wired.com/story/google-ai-overviews-broken-how-ai-works/Outline:(00:00:00) Introduction(00:00:45) MoEUT: A Robust Machine Learning Approach to Addressing Universal Transformers’ Efficiency Challenges(00:03:57) Addressing Sycophancy in AI: Challenges and Insights from Human Feedback Training(00:06:53) From Explicit to Implicit: Stepwise Internalization Ushers in a New Era of Natural Language Processing Reasoning(00:10:16) Google's AI Overviews Will Always Be Broken. That's How AI Works

New Algorithm Finds Earth 2.0, Multilingual Sign Language Model Breakthrough, Enhancing Self-Supervised Learning, OpenAI’s Battle Against Disinformation

Discover the latest breakthroughs in science and technology! A new deep learning algorithm can find Earth 2.0, revolutionizing exoplanet detection. Learn about SignLLM, a multilingual sign language model that generates sign language gestures from text. Explore how automatic data curation enhances self-supervised learning. OpenAI reveals the use of its tools in spreading disinformation. Join us as we delve into these cutting-edge topics and their implications for our world.Sources:https://www.universetoday.com/167202/a-new-deep-learning-algorithm-can-find-earth-2-0/https://www.marktechpost.com/2024/05/30/signllm-a-multilingual-sign-language-model-that-can-generate-sign-language-gestures-from-input-text/https://www.marktechpost.com/2024/05/30/enhancing-self-supervised-learning-with-automatic-data-curation-a-hierarchical-k-means-approach/https://www.theguardian.com/technology/article/2024/may/30/openai-disinformation-russia-israel-china-iranOutline:(00:00:00) Introduction(00:00:43) A New Deep Learning Algorithm Can Find Earth 2.0(00:03:10) SignLLM: A Multilingual Sign Language Model that can Generate Sign Language Gestures from Input Text(00:05:28) Enhancing Self-Supervised Learning with Automatic Data Curation: A Hierarchical K-Means Approach(00:09:17) OpenAI says Russian and Israeli groups used its tools to spread disinformation

The Environmental Impact of AI and Advancements in Robotics

The ugly truth behind ChatGPT: AI is guzzling resources at planet-eating rates. Advanced AI model elevates road pattern recognition. Multiscale knowledge distillation with attention based fusion for robust human activity recognition. Newton Informed Neural Operator: A novel machine learning approach for computing multiple solutions of nonlinear partial differential equations.Sources:https://www.theguardian.com/commentisfree/article/2024/may/30/ugly-truth-ai-chatgpt-guzzling-resources-environmenthttps://www.azorobotics.com/News.aspx?newsID=14920https://www.nature.com/articles/s41598-024-63195-5https://www.marktechpost.com/2024/05/29/newton-informed-neural-operator-a-novel-machine-learning-approach-for-computing-multiple-solutions-of-nonlinear-partials-differential-equations/Outline:(00:00:00) Introduction(00:00:45) The ugly truth behind ChatGPT: AI is guzzling resources at planet-eating rates(00:03:44) Advanced AI Model Elevates Road Pattern Recognition(00:06:19) Multiscale knowledge distillation with attention based fusion for robust human activity recognition(00:09:05) Newton Informed Neural Operator: A Novel Machine Learning Approach for Computing Multiple Solutions of Nonlinear Partials Differential Equations

Pandora: AI Simulates World States with Real-Time Control, DALL-E, CLIP, VQ-VAE-2, and ImageGPT: Revolutionizing AI-Driven Image Generation

Discover the groundbreaking Pandora model that simulates world states and allows real-time control with free-text actions. Explore the revolutionary advancements in AI-driven image generation with DALL-E, CLIP, VQ-VAE-2, and ImageGPT. Also, gain insights into understanding data contamination in machine learning and the new deep learning model that measures embryonic development through video analysis.Sources:https://www.marktechpost.com/2024/05/28/pandora-a-hybrid-autoregressive-diffusion-model-that-simulates-world-states-by-generating-videos-and-allows-real-time-control-with-free-text-actions/https://www.marktechpost.com/2024/05/28/dall-e-clip-vq-vae-2-and-imagegpt-a-revolution-in-ai-driven-image-generation/https://medium.com/@monocosmo77/understanding-data-contamination-part10-machine-learning-2024-d4617d893971https://phys.org/news/2024-05-deep-video-embryonic.htmlOutline:(00:00:00) Introduction(00:00:48) Pandora: A Hybrid Autoregressive-Diffusion Model that Simulates World States by Generating Videos and Allows Real-Time Control with Free-Text Actions(00:03:16) DALL-E, CLIP, VQ-VAE-2, and ImageGPT: A Revolution in AI-Driven Image Generation(00:06:22) Understanding Data Contamination part10(Machine Learning 2024)(00:09:57) New deep learning model uses video to measure embryonic development