Simply AI

New Benchmark Evaluates Multimodal AI Understanding, Personal Journey with AI’s Dark and Helpful Sides

CMU researchers introduce MMMU-Pro, an advanced version of the MMMU benchmark for evaluating multimodal understanding in AI models. Plus, a thought-provoking article explores the positive and negative implications of AI, and Sergey Brin discusses his daily work on AI at Google. Also, Senate leaders ask the FTC to investigate AI content summaries as anti-competitive.Sources:https://www.marktechpost.com/2024/09/11/cmu-researchers-introduce-mmmu-pro-an-advanced-version-of-the-massive-multi-discipline-multimodal-understanding-and-reasoning-mmmu-benchmark-for-evaluating-multimodal-understanding-in-ai-models/https://www.theguardian.com/commentisfree/article/2024/sep/11/fearing-ai-i-was-reluctant-to-use-chatgpt-but-friends-it-changed-my-lifehttps://techcrunch.com/2024/09/10/sergey-brin-says-hes-working-at-google-pretty-much-every-day-on-ai/https://techcrunch.com/2024/09/10/senate-leaders-ask-ftc-to-investigate-ai-content-summaries-as-anti-competitive/Outline:(00:00:00) Introduction(00:00:46) Fearing AI, I was reluctant to use ChatGPT. But friends, it changed my ADHD-hit life(00:03:28) Sergey Brin says he’s working on AI at Google ‘pretty much every day’(00:05:36) Senate leaders ask FTC to investigate AI content summaries as anti-competitive

Advancements in Language Models, Efficient Vision Backbone, Reddit Thread Analysis, and AI-powered watchOS Upgrades

Discover groundbreaking research on speculative decoding for language models, a highly efficient vision backbone model, the impact of user disagreement on Reddit threads, and AI-powered upgrades to Apple's watchOS. These articles delve into the latest advancements in AI technology and their implications for various industries.Sources:https://www.marktechpost.com/2024/09/09/together-ai-optimizing-high-throughput-long-context-inference-with-speculative-decoding-enhancing-model-performance-through-magicdec-and-adaptive-sequoia-trees/https://www.marktechpost.com/2024/09/09/lowformer-a-highly-efficient-vision-backbone-model-that-optimizes-throughput-and-latency-for-mobile-and-edge-devices-without-sacrificing-accuracy/https://www.marktechpost.com/2024/09/09/researchers-from-uppsala-university-analyze-the-impact-of-user-disagreement-on-the-growth-and-dynamics-of-reddit-threads-a-case-study-of-the-aita-subreddits-evolving-network-structures/https://techcrunch.com/2024/09/09/apple-upgrades-watchos-with-ai-powered-features-including-translation/Outline:(00:00:00) Introduction(00:00:42) Together AI Optimizing High-Throughput Long-Context Inference with Speculative Decoding: Enhancing Model Performance through MagicDec and Adaptive Sequoia Trees(00:03:10) Researchers from Uppsala University Analyze the Impact of User Disagreement on the Growth and Dynamics of Reddit Threads: A Case Study of the AITA Subreddit’s Evolving Network Structures(00:06:18) Apple upgrades watchOS with AI-powered features, including translation

BP Partners with Palantir for AI Integration, Dark Matter Detection Breakthrough

BP extends its use of AI through a five-year deal with spy tech firm Palantir. Meanwhile, a new deep learning tool enhances the detection of dark matter amidst cosmic interference. Plus, Europe's AI Act is approved, shaping the future of AI regulation. Stay informed about the latest advancements in AI and their impact on various industries.Sources:https://www.theguardian.com/business/article/2024/sep/09/bp-ai-deal-palantir-oil-gas-artificial-intelligencehttps://pune.news/science/new-deep-learning-tool-enhances-detection-of-dark-matter-amidst-cosmic-interference-227644/https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82https://www.theguardian.com/business/article/2024/sep/09/bp-ai-deal-palantir-oil-gas-artificial-intelligenceOutline:(00:00:00) Introduction(00:00:43) BP extends use of AI via five-year deal with spy tech firm Palantir(00:03:57) New Deep Learning Tool Enhances Detection of Dark Matter Amidst Cosmic Interference(00:06:18) Europe's AI Act: How does it work and what happens next?(00:08:41) BP extends use of AI via five-year deal with spy tech firm Palantir

Microsoft Releases TorchGeo 0.6.0 for Geospatial Data in Machine Learning, SAM2POINT Revolutionizes 3D Segmentation

Microsoft introduces TorchGeo 0.6.0, a toolkit for handling geospatial data in machine learning. SAM2POINT presents a novel approach to 3D segmentation. Also, deep learning models expedite biomarker discovery in lung cancer, and AI-created election disinformation poses a threat to democracy.Sources:https://www.marktechpost.com/2024/09/08/torchgeo-0-6-0-released-by-microsoft-helping-machine-learning-experts-to-work-with-geospatial-data/https://www.marktechpost.com/2024/09/08/sam2point-a-preliminary-exploration-adapting-segment-anything-model-2-sam-2-for-zero-shot-and-promptable-3d-segmentation/https://www.cancernetwork.com/view/deep-learning-models-expedite-biomarker-discovery-detection-in-lung-cancerhttps://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:45) TorchGeo 0.6.0 Released by Microsoft: Helping Machine Learning Experts to Work with Geospatial Data(00:04:07) SAM2Point: A Preliminary Exploration Adapting Segment Anything Model 2 (SAM 2) for Zero-Shot and Promptable 3D Segmentation(00:04:34) Deep Learning Models Expedite Biomarker Discovery, Detection in Lung Cancer(00:07:31) AI-created election disinformation is deceiving the world

ChatGPT’s Rise and OpenAI’s Challenges, Microsoft’s Fight Against Deepfake Porn, IBM’s Docling: A Breakthrough in Document Conversion

Learn everything you need to know about OpenAI's ChatGPT and the challenges faced by OpenAI. Microsoft partners with StopNCII to combat deepfake porn. IBM Research introduces Docling, an AI tool for high-precision PDF document conversion. Plus, DeepSeek-AI releases DeepSeek-V2.5, a cutting-edge model with advanced chat, coding, and context capabilities.Sources:https://techcrunch.com/2024/09/06/chatgpt-everything-to-know-about-the-ai-chatbot/https://techcrunch.com/2024/09/05/microsoft-gives-deepfake-porn-victims-a-tool-to-scrub-images-from-bing-search/https://www.marktechpost.com/2024/09/06/ibm-research-open-sources-docling-an-ai-tool-for-high-precision-pdf-document-conversion-and-structural-integrity-maintenance-across-complex-layouts/https://www.marktechpost.com/2024/09/07/deepseek-v2-5-released-by-deepseek-ai-a-cutting-edge-238b-parameter-model-featuring-mixture-of-experts-moe-with-160-experts-advanced-chat-coding-and-128k-context-length-capabilities/Outline:(00:00:00) Introduction(00:00:45) ChatGPT: Everything you need to know about the AI-powered chatbot(00:03:20) Microsoft gives deepfake porn victims a tool to scrub images from Bing search(00:05:50) DeepSeek-V2.5 Released by DeepSeek-AI: A Cutting-Edge 238B Parameter Model Featuring Mixture of Experts (MoE) with 160 Experts, Advanced Chat, Coding, and 128k Context Length Capabilities

Answer.AI’s Rerankers Library Revolutionizes Information Retrieval, NeuPh Enhances High-Resolution Image Reconstruction

Answer.AI releases 'rerankers', a unified Python library streamlining re-ranking methods for efficient and high-performance information retrieval systems. Boston University introduces NeuPh, a neural framework that enhances the reconstruction of high-resolution images. Plus, DetoxBench evaluates large language models for fraud and abuse detection, and a comparative analysis of LLM and traditional text augmentation reveals insights into accuracy, efficiency, and cost-effectiveness.Sources:https://www.marktechpost.com/2024/09/06/answer-ai-releases-rerankers-a-unified-python-library-streamlining-re-ranking-methods-for-efficient-and-high-performance-information-retrieval-systems/https://techxplore.com/news/2024-09-neural-framework-reconstruction-high-resolution.htmlhttps://www.marktechpost.com/2024/09/05/detoxbench-comprehensive-evaluation-of-large-language-models-for-effective-detection-of-fraud-and-abuse-across-diverse-real-world-scenarios/https://www.marktechpost.com/2024/09/06/comparative-analysis-of-llm-and-traditional-text-augmentation-accuracy-efficiency-and-cost-effectiveness/Outline:(00:00:00) Introduction(00:00:51) New neural framework enhances reconstruction of high-resolution images(00:03:41) DetoxBench: Comprehensive Evaluation of Large Language Models for Effective Detection of Fraud and Abuse Across Diverse Real-World Scenarios(00:04:20) Comparative Analysis of LLM and Traditional Text Augmentation: Accuracy, Efficiency, and Cost-Effectiveness

Microsoft Unveils Brain-Inspired AI, Europe’s AI Act Approved

Could brain-inspired patterns be the future of AI? Microsoft investigates central pattern generators in neural networks. Plus, LLMSecCode: an AI framework for evaluating the secure coding capabilities of LLMs. Also, Europe's AI Act receives final approval, and the US spearheads the first UN resolution on artificial intelligence.Sources:https://www.marktechpost.com/2024/09/05/could-brain-inspired-patterns-be-the-future-of-ai-microsoft-investigates-central-pattern-generators-in-neural-networks/https://www.marktechpost.com/2024/09/04/llmseccode-an-ai-framework-for-evaluating-the-secure-coding-capabilities-of-llms/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(00:00:37) Could Brain-Inspired Patterns Be the Future of AI? Microsoft Investigates Central Pattern Generators in Neural Networks(00:03:26) Europe's AI Act: How does it work and what happens next?(00:06:29) US spearheads first UN resolution on artificial intelligence

Advancing AI Reasoning and Scalable Language Models

Discover the Critic-CoT framework enhancing self-critique and reasoning capabilities in large language models. Introducing miniG, a groundbreaking scalable AI-language model trained on a synthesis dataset of 120 million entries. Plus, a new machine learning model offers a simple solution to predicting crop yield. Also, Neko Health, the body-scanning AI health startup from Spotify's Daniel Ek, opens in London.Sources:https://www.marktechpost.com/2024/09/03/critic-cot-a-novel-framework-enhancing-self-critique-and-reasoning-capabilities-in-large-language-models-for-improved-ai-accuracy-and-reliability/https://www.marktechpost.com/2024/09/03/minig-released-by-causallm-a-groundbreaking-scalable-ai-language-model-trained-on-a-synthesis-dataset-of-120-million-entries/https://phys.org/news/2024-09-machine-simple-solution-crop-yield.htmlhttps://techcrunch.com/2024/09/03/neko-health-the-body-scanning-ai-health-startup-from-spotifys-daniel-ek-opens-in-london/Outline:(00:00:00) Introduction(00:00:51) miniG Released by CausalLM: A Groundbreaking Scalable AI-Language Model Trained on a Synthesis Dataset of 120 Million Entries(00:02:51) New machine learning model offers simple solution to predicting crop yield(00:05:31) Neko Health, the body-scanning AI health startup from Spotify’s Daniel Ek, opens in London

Enhancing Long-Sequence Modeling with ReMamba, SparkLabs Closes $50M Fund for AI Startups

ReMamba, a groundbreaking architecture, enhances long-sequence modeling in natural language processing. SparkLabs announces a $50 million fund to back AI startups. Plus, the release of the Re-LAION 5B Dataset for improving safety and transparency in web-scale datasets. Stay informed about the latest advancements in AI and the opportunities for startups in the field.Sources:https://www.marktechpost.com/2024/09/02/remamba-enhancing-long-sequence-modeling-with-a-3-2-point-boost-on-longbench-and-1-6-point-improvement-on-l-eval-benchmarks/https://techcrunch.com/2024/09/02/sparklabs-closes-50m-fund-to-back-ai-startups/https://www.marktechpost.com/2024/09/02/re-laion-5b-dataset-released-improving-safety-and-transparency-in-web-scale-datasets-for-foundation-model-research-through-rigorous-content-filtering/https://www.marktechpost.com/2024/09/02/re-laion-5b-dataset-released-improving-safety-and-transparency-in-web-scale-datasets-for-foundation-model-research-through-rigorous-content-filtering/Outline:(00:00:00) Introduction(00:00:49) ReMamba: Enhancing Long-Sequence Modeling with a 3.2-Point Boost on LongBench and 1.6-Point Improvement on L-Eval Benchmarks(00:01:12) SparkLabs closes $50M fund to back AI startups(00:03:28) Re-LAION 5B Dataset Released: Improving Safety and Transparency in Web-Scale Datasets for Foundation Model Research Through Rigorous Content Filtering(00:06:41) Re-LAION 5B Dataset Released: Improving Safety and Transparency in Web-Scale Datasets for Foundation Model Research Through Rigorous Content Filtering

Jina-ColBERT-v2: Multilingual Retrieval Model with Performance Boost and Storage Reduction

Introducing Jina-ColBERT-v2, a groundbreaking multilingual retrieval model achieving a 6.6% performance boost and 50% storage reduction. Learn how this advanced model addresses the challenges of multilingual information retrieval and its potential applications in various industries. Stay updated on the latest developments in AI and information retrieval with Simply A.I.Sources:https://www.marktechpost.com/2024/09/01/jina-colbert-v2-released-a-groundbreaking-multilingual-retrieval-model-achieving-6-6-performance-boost-and-50-storage-reduction-across-diverse-benchmarks/https://live-chemengonline.pantheonsite.io/generalizable-deep-learning-technique-for-elucidating-catalyst-reaction-mechanisms/https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://www.marktechpost.com/2024/09/01/updated-versions-of-command-r-35b-and-command-r-104b-released-two-powerful-language-models-with-104b-and-35b-parameters-for-multilingual-ai/Outline:(00:00:00) Introduction(00:00:46) Generalizable deep-learning technique for elucidating catalyst reaction mechanisms(00:03:54) AI-created election disinformation is deceiving the world(00:06:53) Updated Versions of Command R (35B) and Command R+ (104B) Released: Two Powerful Language Models with 104B and 35B Parameters for Multilingual AI