Simply AI

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

TaskGen: Revolutionizing AI Task Management, AI’s Impact on Weather Forecasting

Introducing TaskGen, an open-sourced agentic framework that uses an AI agent to solve an arbitrary task by breaking it down into subtasks. Plus, how AI is revolutionizing weather forecasting and its implications for various industries. Also, a groundbreaking AutoML framework for synthesizing end-to-end multimodal ML pipelines efficiently. And, rethinking AI governance with a multi-faceted approach to ensure responsible development and deployment.Sources:https://www.marktechpost.com/2024/07/24/taskgen-an-open-sourced-agentic-framework-that-uses-an-ai-agent-to-solve-an-arbitrary-task-by-breaking-it-down-into-subtasks/https://www.theguardian.com/news/article/2024/jul/25/how-artificial-intelligence-is-revolutionising-weather-forecastinghttps://www.marktechpost.com/2024/07/24/this-ai-paper-from-the-netherlands-introduce-an-automl-framework-designed-to-synthesize-end-to-end-multimodal-machine-learning-ml-pipelines-efficiently/https://www.marktechpost.com/2024/07/24/this-ai-paper-from-cohere-ai-introduces-a-multi-faceted-approach-to-ai-governance-by-rethinking-compute-thresholds/Outline:(00:00:00) Introduction(00:00:48) TaskGen: An Open-Sourced Agentic Framework that Uses an AI Agent to Solve an Arbitrary Task by Breaking it Down into Subtasks(00:03:10) How AI is revolutionising weather forecasting(00:06:11) This AI Paper from Cohere AI Introduces a Multi-faceted Approach to AI Governance by Rethinking Compute Thresholds

Advancements in Visual Retrieval and LLM Wars

Introducing a groundbreaking benchmark for long-context visual retrieval and reasoning. Plus, a report ranks the main competitors in the LLM space, providing insights into their differentiators and potential. Stay informed about the latest advancements in AI and their impact on various domains.Sources:https://www.marktechpost.com/2024/07/24/visual-haystacks-benchmark-the-first-visual-centric-needle-in-a-haystack-niah-benchmark-to-assess-lmms-capability-in-long-context-visual-retrieval-and-reasoning/https://www.verdict.co.uk/llm-big-tech-winners/https://www.marktechpost.com/2024/07/23/pilot-a-new-machine-learning-algorithm-for-linear-model-trees-that-is-fast-regularized-stable-and-interpretable/https://techcrunch.com/2024/07/23/mark-zuckerberg-imagines-content-creators-making-ai-clones-of-themselves/Outline:(00:00:00) Introduction(00:00:52) Visual Haystacks Benchmark: The First “Visual-Centric” Needle-In-A-Haystack (NIAH) Benchmark to Assess LMMs’ Capability in Long-Context Visual Retrieval and Reasoning(00:03:03) Who’s winning in the LLM wars?(00:06:33) Mark Zuckerberg imagines content creators making AI clones of themselves

Merlinn: Revolutionizing On-Call Incident Management, AI in Metabolomics Research, Enhancing AI’s Math Problem-Solving Abilities, Cohere Raises $500M in Funding

Introducing Merlinn, the AI-powered assistant for on-call incident management. Discover the role of AI and ML in untargeted metabolomics research. UC Berkeley's breakthrough in enhancing AI's math problem-solving abilities. Cohere secures $500M in funding to beat back generative AI rivals.Sources:https://www.marktechpost.com/2024/07/23/merlinn-an-open-source-llm-powered-on-call-copilot-ai-engineer-that-automatically-listens-to-production-incidents-and-resolves-it-for-you/https://www.marktechpost.com/2024/07/23/leveraging-ai-and-machine-learning-ml-for-untargeted-metabolomics-and-exposomics-advances-challenges-and-future-directions/https://www.marktechpost.com/2024/07/22/this-ai-paper-from-uc-berkeley-shows-how-interfacing-gpt-with-prolog-reliable-symbolic-system-drastically-improves-its-math-problem-solving-abilities/https://techcrunch.com/2024/07/22/cohere-raises-500m-to-beat-back-generative-ai-rivals/Outline:(00:00:00) Introduction(00:00:49) Merlinn: An Open-Source LLM-Powered-On-Call Copilot AI Engineer that Automatically Listens to Production Incidents and Resolves It for You(00:03:32) Leveraging AI and Machine Learning ML for Untargeted Metabolomics and Exposomics: Advances, Challenges, and Future Directions(00:07:25) This AI Paper from UC Berkeley Shows How Interfacing GPT with Prolog (Reliable Symbolic System) Drastically Improves Its Math Problem-Solving Abilities(00:10:39) Cohere raises $500M to beat back generative AI rivals

NavGPT-2: Smarter Agents and AI-Generated Child Sexual Abuse Videos

Introducing NavGPT-2, a groundbreaking solution that integrates LLMs and navigation policy networks for smarter agents. AI advances raise concerns about the increase in child sexual abuse videos. Tencent AI team introduces patch-level training for LLMs, reducing sequence length. AI learns to think like humans, a game-changer in machine learning.Sources:https://www.marktechpost.com/2024/07/22/navgpt-2-integrating-llms-and-navigation-policy-networks-for-smarter-agents/https://www.theguardian.com/society/article/2024/jul/22/ai-child-sexual-abuse-videos-iwf-watchdoghttps://www.marktechpost.com/2024/07/22/tencent-ai-team-introduces-patch-level-training-for-large-language-models-llms-reducing-the-sequence-length-by-compressing-multiple-tokens-into-a-single-patch/https://scitechdaily.com/?p=399394Outline:(00:00:00) Introduction(00:00:43) NavGPT-2: Integrating LLMs and Navigation Policy Networks for Smarter Agents(00:03:39) Tencent AI Team Introduces Patch-Level Training for Large Language Models LLMs: Reducing the Sequence Length by Compressing Multiple Tokens into a Single Patch(00:06:28) AI Learns To Think Like Humans: A Game-Changer in Machine Learning

Revolutionary AI Inference Stack Unveiled, AI Boosts Cancer Detection Rates, ChatGPT’s Impact on Workplace Knowledge, Evaluating Robustness of Clinical LLMs

Together AI introduces a groundbreaking inference stack, setting new standards in generative AI performance. GPs in England use AI to boost cancer detection rates by 8%. A study explores the impact of ChatGPT's AI capabilities on workplace knowledge and user satisfaction. Researchers evaluate the robustness and fairness of instruction-tuned LLMs in clinical tasks. Stay informed about the latest advancements in AI technology with 'Simply A.I.'Sources:https://www.marktechpost.com/2024/07/20/together-ai-unveils-revolutionary-inference-stack-setting-new-standards-in-generative-ai-performance/https://www.theguardian.com/society/article/2024/jul/21/gps-use-ai-to-boost-cancer-detection-rates-in-england-by-8https://www.marktechpost.com/2024/07/20/exploring-the-impact-of-chatgpts-ai-capabilities-and-human-like-traits-on-enhancing-knowledge-and-user-satisfaction-in-workplace-environments/https://www.marktechpost.com/2024/07/20/evaluating-the-robustness-and-fairness-of-instruction-tuned-llms-in-clinical-tasks-implications-for-performance-variability-and-demographic-fairness/Outline:(00:00:00) Introduction(00:00:47) Together AI Unveils Revolutionary Inference Stack: Setting New Standards in Generative AI Performance(00:04:04) GPs use AI to boost cancer detection rates in England by 8%(00:07:44) Exploring the Impact of ChatGPT’s AI Capabilities and Human-like Traits on Enhancing Knowledge and User Satisfaction in Workplace Environments(00:11:15) Evaluating the Robustness and Fairness of Instruction-Tuned LLMs in Clinical Tasks: Implications for Performance Variability and Demographic Fairness

Advancements in Language Models and Evaluating AI Capabilities

NeedleBench introduces a customizable dataset framework for evaluating the bilingual long-context capabilities of LLMs. EM-LLM integrates human episodic memory into transformer-based language models. Generative AI enhances individual creativity but may reduce collective novelty. NVIDIA offers self-paced career development in AI and data science.Sources:https://www.marktechpost.com/2024/07/19/needlebench-a-customizable-dataset-framework-that-includes-tasks-for-evaluating-the-bilingual-long-context-capabilities-of-llms-across-multiple-length-intervals/https://www.marktechpost.com/2024/07/19/em-llm-a-novel-and-flexible-architecture-that-integrates-key-aspects-of-human-episodic-memory-and-event-cognition-into-transformer-based-language-models/https://www.marktechpost.com/2024/07/19/is-generative-ai-boosting-individual-creativity-but-reducing-collective-novelty/https://blogs.nvidia.com/blog/ai-data-science-career-development/Outline:(00:00:00) Introduction(00:00:49) Is Generative AI Boosting Individual Creativity but Reducing Collective Novelty?(00:03:18) Byte-Sized Courses: NVIDIA Offers Self-Paced Career Development in AI and Data Science

Advancing Machine Learning with Geometric Structures, ChatGPT’s Impact and Challenges, AI in Healthcare, and the Threat of AI Deepfakes in Elections

Transcending the Euclidean Paradigm: A Roadmap for Advancing Machine Learning with Geometric, Topological, and Algebraic Structures. ChatGPT: Everything you need to know about the AI-powered chatbot. New AI tools can record your medical appointment or draft a message from your doctor. AI-created election disinformation is deceiving the world.Sources:https://www.marktechpost.com/2024/07/18/transcending-the-euclidean-paradigm-a-roadmap-for-advancing-machine-learning-with-geometric-topological-and-algebraic-structures/https://techcrunch.com/2024/07/18/chatgpt-everything-to-know-about-the-ai-chatbot/https://apnews.com/article/chatgpt-ai-health-doctors-microsoft-f63d7fcc4b361cf8073406bf231e2b92https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:44) Transcending the Euclidean Paradigm: A Roadmap for Advancing Machine Learning with Geometric, Topological, and Algebraic Structures(00:03:12) ChatGPT: Everything you need to know about the AI-powered chatbot(00:06:05) New AI tools can record your medical appointment or draft a message from your doctor(00:08:23) AI-created election disinformation is deceiving the world