Simply AI

MIT Researchers Develop AI Risk Repository, RAGChecker Evaluates Retrieval-Augmented Generation Systems

MIT researchers release a robust AI governance tool to define, audit, and manage AI risks. Introducing RAGChecker, a fine-grained evaluation framework for diagnosing retrieval and generation modules in RAG systems. Plus, ControlNeXt revolutionizes image and video creation, and Microsoft Copilot takes productivity to new heights with generative AI.Sources:https://www.marktechpost.com/2024/08/17/mit-researchers-released-a-robust-ai-governance-tool-to-define-audit-and-manage-ai-risks/https://www.marktechpost.com/2024/08/17/ragchecker-a-fine-grained-evaluation-framework-for-diagnosing-retrieval-and-generation-modules-in-rag/https://www.marktechpost.com/2024/08/17/efficient-and-robust-controllable-generation-controlnext-revolutionizes-image-and-video-creation/https://techcrunch.com/2024/08/17/microsoft-copilot-everything-you-need-to-know-about-microsofts-ai/Outline:(00:00:00) Introduction(00:00:43) MIT Researchers Released a Robust AI Governance Tool to Define, Audit, and Manage AI Risks(00:03:29) RAGChecker: A Fine-Grained Evaluation Framework for Diagnosing Retrieval and Generation Modules in RAG(00:03:42) Efficient and Robust Controllable Generation: ControlNeXt Revolutionizes Image and Video Creation(00:07:03) Microsoft Copilot: Everything you need to know about Microsoft’s AI

Iranian Group’s Attempt to Influence US Election, Nvidia’s Breakthrough in Language Models, AI Image-Generator Blocks Biden and Trump, Portkey AI’s Guardrails Framework

OpenAI uncovers an Iranian group's use of ChatGPT to influence the US election. Nvidia introduces a groundbreaking language model. Midjourney blocks AI-generated images of Biden and Trump. Portkey AI revolutionizes LLM validation with its Guardrails framework.Sources:https://www.theguardian.com/technology/article/2024/aug/16/open-ai-chatgpt-iranhttps://www.marktechpost.com/2024/08/16/nvidia-ai-released-llama-minitron-3-1-4b-a-new-language-model-built-by-pruning-and-distilling-llama-3-1-8b/https://apnews.com/article/midjourney-ai-imagegenerator-biden-trump-deepfakes-bc6c254ddb20e36c5e750b4570889ce1https://www.marktechpost.com/2024/08/16/portkey-ai-open-sourced-ai-guardrails-framework-to-enhance-real-time-llm-validation-ensuring-secure-compliant-and-reliable-ai-operations/Outline:(00:00:00) Introduction(00:00:43) Iranian group used ChatGPT to try to influence US election, OpenAI says(00:03:11) AI image-generator Midjourney blocks images of Biden, Trump(00:06:20) Portkey AI Open-Sourced AI Guardrails Framework to Enhance Real-Time LLM Validation, Ensuring Secure, Compliant, and Reliable AI Operations

Advancements in Healthcare AI and Mathematical Reasoning, Grok-2 Beta Released, Rise of AI Training Jobs

Deep learning proves effective for segmenting CT scans of IPF. InfinityMath: A scalable instruction tuning dataset for programmatic mathematical reasoning. Grok-2 beta: An AI model with unparalleled reasoning, benchmark-topping performance, and advanced capabilities. AI training jobs are on the rise. Stay informed about the latest breakthroughs in healthcare AI, mathematical reasoning, AI models, and career opportunities in the AI industry.Sources:https://www.auntminnie.com/clinical-news/ct/article/15681896/deep-learning-proves-effective-for-segmenting-ct-scans-of-ipfhttps://www.marktechpost.com/2024/08/15/infinitymath-a-scalable-instruction-tuning-dataset-for-programmatic-mathematical-reasoning/https://www.marktechpost.com/2024/08/15/xai-released-grok-2-beta-an-ai-model-with-unparalleled-reasoning-benchmark-topping-performance-and-advanced-capabilities/https://dataconomy.com/2024/08/15/get-started-with-ai-training-jobs/Outline:(00:00:00) Introduction(00:00:39) Deep learning proves effective for segmenting CT scans of IPF(00:03:00) xAI Released Grok-2 Beta: An AI Model with Unparalleled Reasoning, Benchmark-Topping Performance, and Advanced Capabilities(00:06:40) AI training jobs are on the rise

The AI Scientist: Automating Scientific Research, LLM for Biology, AI’s Impact on Filmmaking, and Mobius Labs’ Aana SDK

Discover the groundbreaking AI Scientist framework for automating scientific research. Learn about the integration of language models in biological research. Explore the impact of AI on filmmaking and media creation. Dive into Mobius Labs' Aana SDK for seamless deployment of advanced machine learning applications.Sources:https://www.marktechpost.com/2024/08/14/the-ai-scientist-the-worlds-first-ai-system-for-automating-scientific-research-and-open-ended-discovery/https://www.marktechpost.com/2024/08/15/llm-for-biology-this-paper-discusses-how-language-models-can-be-applied-to-biological-research/https://techcrunch.com/2024/08/14/filmmakers-say-ai-will-change-the-art-perhaps-beyond-recognition/https://www.marktechpost.com/2024/08/14/mobius-labs-introduces-aana-sdk-open-source-sdk-empowering-seamless-deployment-of-advanced-machine-learning-applications/Outline:(00:00:00) Introduction(00:00:42) LLM for Biology: This Paper Discusses How Language Models can be Applied to Biological Research(00:03:56) Mobius Labs Introduces Aana SDK: Open-Source SDK Empowering Seamless Deployment of Advanced Machine Learning Applications

Advancements in Computational Pathology and Clinical Decision-Making

Microsoft and Paige researchers develop second-generation foundation models for computational pathology. Med42-v2 suite of clinical language models achieves high accuracy on medical benchmarks. A groundbreaking deep learning model predicts endometrial cancer recurrence. LessonPlanner tool enhances novice teachers' effectiveness in lesson planning.Sources:https://www.marktechpost.com/2024/08/13/microsoft-and-paige-researchers-developed-virchow2-and-virchow2g-second-generation-foundation-models-for-computational-pathology/https://www.marktechpost.com/2024/08/13/med42-v2-released-a-groundbreaking-suite-of-clinical-large-language-models-built-on-llama3-architecture-achieving-up-to-94-5-accuracy-on-medical-benchmarks/https://www.physiciansweekly.com/predicting-endometrial-cancer-recurrence-with-a-deep-learning-model/https://www.marktechpost.com/2024/08/13/lessonplanner-a-tool-for-enhancing-novice-teachers-effectiveness-by-integrating-large-language-models-with-structured-pedagogical-strategies-to-improve-lesson-planning-quality/Outline:(00:00:00) Introduction(00:00:45) Predicting Endometrial Cancer Recurrence With a Deep Learning Model(00:02:53) LessonPlanner: A Tool for Enhancing Novice Teachers’ Effectiveness by Integrating Large Language Models with Structured Pedagogical Strategies to Improve Lesson Planning Quality

Advancements in Text Generation and Deployment of Large Language Models

Researchers develop a Python library for Minimum Bayes Risk (MBR) decoding, revolutionizing text generation. MLC LLM offers a universal deployment engine for large language models (LLMs), simplifying the deployment process. LLMs enhance OCR post-correction, improving accuracy in text recognition systems. Amazon unveils a new era in code suggestion tools with multi-pass refinement. Explore the latest advancements in text generation and the deployment of large language models in AI.Sources:https://www.marktechpost.com/2024/08/13/mbrs-a-python-library-for-minimum-bayes-risk-mbr-decoding/https://www.marktechpost.com/2024/08/13/mlc-llm-universal-llm-deployment-engine-with-machine-learning-ml-compilation/https://www.marktechpost.com/2024/08/13/large-language-models-llms-for-ocr-post-correction/https://www.marktechpost.com/2024/08/12/outperforming-existing-models-with-multi-pass-refinement-this-ai-paper-from-amazon-unveils-a-new-era-in-code-suggestion-tools/Outline:(00:00:00) Introduction(00:00:55) MBRS: A Python Library for Minimum Bayes Risk (MBR) Decoding(00:03:13) MLC LLM: Universal LLM Deployment Engine with Machine Learning ML Compilation(00:06:09) Large Language Models LLMs for OCR Post-Correction(00:08:58) Outperforming Existing Models with Multi-Pass Refinement: This AI Paper from Amazon Unveils a New Era in Code Suggestion Tools

Apple’s KGLENS Revolutionizes AI Evaluation, Europe’s AI Act Sets Global Precedent

Apple researchers present KGLENS, a novel AI method for evaluating factual knowledge in LLMs. Europe's AI Act takes a risk-based approach to regulate AI. Plus, deep learning vision in agriculture transforms farming practices. Also, AI image-generator Midjourney blocks images of Biden and Trump to combat election misinformation.Sources:https://www.marktechpost.com/2024/08/12/apple-researchers-present-kglens-a-novel-ai-method-tailored-for-visualizing-and-evaluating-the-factual-knowledge-embedded-in-llms/https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82https://www.machinedesign.com/markets/robotics/video/55130468/carbon-robotics-deep-learning-vision-in-agriculturehttps://apnews.com/article/midjourney-ai-imagegenerator-biden-trump-deepfakes-bc6c254ddb20e36c5e750b4570889ce1Outline:(00:00:00) Introduction(00:00:42) Europe's AI Act: How does it work and what happens next?(00:03:35) Deep Learning Vision in Agriculture(00:08:54) AI image-generator Midjourney blocks images of Biden, Trump

Advancements in Text-to-Image Generation and Automated Unit Testing

Researchers introduce Lumina-mGPT, a high-resolution text-to-image generation model. TestART revolutionizes unit test generation with a co-evolutionary approach. Plus, meet Reducto, an AI-powered startup transforming unstructured data. Also, the EU's groundbreaking AI law enters into force, impacting tech giants.Sources:https://www.marktechpost.com/2024/08/10/this-ai-paper-from-shanghai-ai-laboratory-introduces-lumina-mgpt-a-high-resolution-text-to-image-generation-model-with-multimodal-generative-pretraining/https://www.marktechpost.com/2024/08/10/testart-achieving-78-55-pass-rate-and-90-96-coverage-with-a-co-evolutionary-approach-to-llm-based-unit-test-generation-and-repair/https://www.marktechpost.com/2024/08/11/meet-reducto-an-ai-powered-startup-building-vision-models-to-turn-complex-documents-into-llm-ready-inputs/https://www.marktechpost.com/2024/08/10/worlds-first-major-artificial-intelligence-ai-law-enters-into-force-in-eu-heres-what-it-means-for-tech-giants/Outline:(00:00:00) Introduction(00:00:46) Meet Reducto: An AI-Powered Startup Building Vision Models to Turn Complex Documents into LLM-Ready Inputs(00:03:48) World’s First Major Artificial Intelligence AI Law Enters into Force in EU: Here’s What It Means for Tech Giants

Balancing Precision and Power in Language Models, Quirks of GPT-4o, Europe’s AI Act, and Sustainable AI Performance

Explore the trade-offs between small and large language models in natural language processing. Discover the unique capabilities and quirks of OpenAI's GPT-4o. Learn about Europe's groundbreaking AI Act and its global impact. Dive into the energy-management framework DynamoLLM for sustainable AI performance. Join us for insightful discussions on the future of language models, responsible AI use, and optimized energy efficiency in AI systems.Sources:https://www.marktechpost.com/2024/08/10/small-and-large-language-models-balancing-precision-efficiency-and-power-in-the-evolving-landscape-of-natural-language-processing/https://techcrunch.com/2024/08/08/openai-finds-that-gpt-4o-does-some-truly-bizarre-stuff-sometimes/https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82https://www.marktechpost.com/2024/08/10/dynamollm-an-energy-management-framework-for-sustainable-artificial-intelligence-performance-and-optimized-energy-efficiency-in-large-language-model-llm-inference/Outline:(00:00:00) Introduction(00:00:42) Small and Large Language Models: Balancing Precision, Efficiency, and Power in the Evolving Landscape of Natural Language Processing(00:03:24) OpenAI finds that GPT-4o does some truly bizarre stuff sometimes(00:06:03) Europe's AI Act: How does it work and what happens next?(00:08:16) DynamoLLM: An Energy-Management Framework for Sustainable Artificial Intelligence Performance and Optimized Energy Efficiency in Large Language Model (LLM) Inference

LG AI Research Releases EXAONE 3.0, ISRO Offers Free AI Course, DeepSeek Revolutionizes LLMs, OpenAI’s Quirky GPT-4o

LG AI Research releases EXAONE 3.0, a state-of-the-art language model. ISRO offers a free online course on AI and machine learning. DeepSeek introduces context caching on disk, reducing costs for large language models. OpenAI's GPT-4o exhibits bizarre behavior. Explore the latest advancements and challenges in AI technology with Simply A.I.Sources:https://www.marktechpost.com/2024/08/09/exaone-3-0-released-a-7-8b-open-sourced-state-of-the-art-language-model-from-lg-ai-research/https://www.businesstoday.in/technology/news/story/isro-free-online-course-agency-offers-free-five-day-ai-machine-learning-course-for-students-check-how-to-register-440851-2024-08-09https://www.marktechpost.com/2024/08/08/deepseek-api-introduces-context-caching-on-disk-reducing-input-token-price-to-1-10/https://techcrunch.com/2024/08/08/openai-finds-that-gpt-4o-does-some-truly-bizarre-stuff-sometimes/Outline:(00:00:00) Introduction(00:00:44) EXAONE 3.0 Released: A 7.8B Open-Sourced State of the Art Language Model from LG AI Research(00:04:10) ISRO free online course: Agency offers free five-day AI, machine learning course for students; check how to register(00:06:50) DeepSeek API Introduces Context Caching on Disk: Reducing Input Token Price to 1/10(00:10:35) OpenAI finds that GPT-4o does some truly bizarre stuff sometimes