Simply AI

Princeton Study Reveals Cost-Effective AI Agents, Jockey: A Conversational Video Agent Powered by LangGraph and Twelve Labs API

Researchers at Princeton University reveal the hidden costs of state-of-the-art AI agents. Meet Jockey, a conversational video agent powered by LangGraph and Twelve Labs API. Plus, Wimbledon employs AI to protect players from online abuse. Also, Stanford introduces a new class of individualized data scaling laws for machine learning.Sources:https://www.marktechpost.com/2024/07/05/researchers-at-princeton-university-reveal-hidden-costs-of-state-of-the-art-ai-agents/https://www.marktechpost.com/2024/07/05/meet-jockey-a-conversational-video-agent-powered-by-langgraph-and-twelve-labs-api/https://www.theguardian.com/sport/article/2024/jul/05/wimbledon-tennis-ai-artificial-intelligence-players-online-abusehttps://www.marktechpost.com/2024/07/05/how-ai-scales-with-data-size-this-paper-from-stanford-introduces-a-new-class-of-individualized-data-scaling-laws-for-machine-learning/Outline:(00:00:00) Introduction(00:00:41) Researchers at Princeton University Reveal Hidden Costs of State-of-the-Art AI Agents(00:02:43) Meet Jockey: A Conversational Video Agent Powered by LangGraph and Twelve Labs API(00:06:22) Wimbledon employs AI to protect players from online abuse(00:09:10) How AI Scales with Data Size? This Paper from Stanford Introduces a New Class of Individualized Data Scaling Laws for Machine Learning

Revolutionary Dropout Technique for Neural Networks, XEUS: A Multilingual Speech Encoder, Google’s Knowledge Distillation for Model Compression, AI Predicts Cancer Treatment Response

Discover the groundbreaking Dropout technique for reducing overfitting in neural networks. Learn about XEUS, a cross-lingual encoder for universal speech trained in over 4000 languages. Explore Google's practical insights into knowledge distillation for model compression in computer vision. Witness the power of deep learning AI in predicting response to cancer treatment. Join us as we delve into these cutting-edge advancements in artificial intelligence and their potential impact on various fields.Sources:https://www.marktechpost.com/2024/07/04/dropout-a-revolutionary-approach-to-reducing-overfitting-in-neural-networks/https://www.marktechpost.com/2024/07/04/cmu-researchers-propose-xeus-a-cross-lingual-encoder-for-universal-speech-trained-in-4000-languages/https://www.marktechpost.com/2024/07/04/google-researchers-reveal-practical-insights-into-knowledge-distillation-for-model-compression/https://pharmaphorum.com/news/deep-learning-ai-predicts-response-cancer-treatmentOutline:(00:00:00) Introduction(00:00:44) Dropout: A Revolutionary Approach to Reducing Overfitting in Neural Networks(00:03:45) Deep learning AI predicts response to cancer treatment

NASA and IBM Introduce INDUS: Specialized Language Models for Scientific Research, Machine Learning Revolutionizes Fruit Fly Heart Assessment

NASA and IBM collaborate to develop INDUS, a suite of specialized language models for advanced scientific research. Discover how machine learning is revolutionizing the assessment of fruit fly heart aging and disease. Also, gain insights into the fundamental components of AI agents and their potential applications. Plus, explore the concept of active inheritance in synthetic data generation for optimal performance and reduced bias.Sources:https://www.marktechpost.com/2024/07/04/nasa-and-ibm-researchers-introduce-indus-a-suite-of-domain-specific-large-language-models-llms-for-advanced-scientific-research/https://medicalxpress.com/news/2024-07-deep-machine-fruit-fly-heart.htmlhttps://www.marktechpost.com/2024/07/03/understanding-ai-agents-the-three-main-components-conversation-chain-and-agent/https://www.marktechpost.com/2024/07/03/cohere-for-ai-enhances-large-language-models-llms-with-active-inheritance-steering-synthetic-data-generation-for-optimal-performance-and-reduced-bias/Outline:(00:00:00) Introduction(00:00:45) NASA and IBM Researchers Introduce INDUS: A Suite of Domain-Specific Large Language Models (LLMs) for Advanced Scientific Research(00:03:07) Deep machine-learning speeds assessment of fruit fly heart aging and disease, a model for human disease(00:05:58) Understanding AI Agents: The Three Main Components – Conversation, Chain, and Agent(00:10:18) Cohere for AI Enhances Large Language Models LLMs with Active Inheritance: Steering Synthetic Data Generation for Optimal Performance and Reduced Bias

Revolutionizing Transaction Processing and Drug Development with AI

Discover TigerBeetle, a distributed financial transactions database designed for mission-critical safety and performance. Formation Bio raises $372M to boost drug development with AI. Plus, explore ScaleBiO, a novel machine learning-based bilevel optimization method. Also, learn the essential skills for engineers to understand AI and machine learning.Sources:https://www.marktechpost.com/2024/07/03/tigerbeetle-a-distributed-financial-transactions-database-designed-for-mission-critical-safety-and-performance-to-power-the-online-transaction-processing-oltp/https://techcrunch.com/2024/06/26/formation-bio-raises-372m-to-boost-drug-development-with-ai/https://www.marktechpost.com/2024/07/02/scalebio-a-novel-machine-learning-based-bilevel-optimization-method-capable-of-scaling-to-34b-llms-on-data-reweighting-tasks/https://www.tbsnews.net/features/pursuit/4-essential-skills-engineers-understand-ai-and-machine-learning-890676Outline:(00:00:00) Introduction(00:00:48) TigerBeetle: A Distributed Financial Transactions Database Designed for Mission Critical Safety and Performance to Power the Online Transaction Processing OLTP(00:04:04) Formation Bio raises $372M to boost drug development with AI(00:07:04) ScaleBiO: A Novel Machine Learning Based Bilevel Optimization Method Capable of Scaling to 34B LLMs on Data Reweighting Tasks(00:10:28) 4 essential skills for engineers to understand AI and Machine Learning

Princeton’s Edge Pruning Method for AI Circuit Finding, Cognigy Wins AI Innovation Award

Researchers at Princeton University propose Edge Pruning, an effective method for automated circuit finding in language models. Cognigy is recognized as the winner of the AI Breakthrough Awards for its natural language understanding solution. Plus, learn how to make engaging technical presentations using ChatGPT. Also, Fal AI introduces AuraSR, a revolutionary upsampler model derived from GigaGAN for image enhancement.Sources:https://www.marktechpost.com/2024/07/02/researchers-at-princeton-university-proposes-edge-pruning-an-effective-and-scalable-method-for-automated-circuit-finding/https://www.01net.it/cognigy-selected-as-winner-for-artificial-intelligence-innovation-in-2024-ai-breakthrough-awards-program/https://www.marktechpost.com/2024/07/01/how-to-use-chatgpt-to-make-engaging-technical-presentations/https://www.marktechpost.com/2024/07/01/fal-ai-introduces-aurasr-a-600m-parameter-upsampler-model-derived-from-the-gigagan/Outline:(00:00:00) Introduction(00:00:47) Researchers at Princeton University Proposes Edge Pruning: An Effective and Scalable Method for Automated Circuit Finding(00:04:09) Cognigy Selected as Winner for Artificial Intelligence Innovation in 2024 AI Breakthrough Awards Program(00:07:32) How to Use ChatGPT to Make Engaging Technical Presentations(00:09:24) Fal AI Introduces AuraSR: A 600M Parameter Upsampler Model Derived from the GigaGAN

Rakis: Decentralized AI Network, Efficient FeedForward Networks, Multilingual Detoxification, and Performance Analysis of Vision Models

Introducing Rakis, a decentralized verifiable AI network in the browser. Cutting costs with structured FeedForward Networks in Transformer-based LLMs. Researchers explore zero-shot cross-lingual generalization of preference tuning in detoxifying LLMs. Comprehensive analysis of the performance of Vision State Space Models, Vision Transformers, and Convolutional Neural Networks.Sources:https://www.marktechpost.com/2024/07/01/meet-rakis-a-decentralized-verifiable-artificial-intelligence-ai-network-in-the-browser/https://www.marktechpost.com/2024/06/30/cutting-costs-not-performance-structured-feedforward-networks-ffns-in-transformer-based-llms/https://www.marktechpost.com/2024/06/30/researchers-at-brown-university-explore-zero-shot-cross-lingual-generalization-of-preference-tuning-in-detoxifying-llms/https://www.marktechpost.com/2024/06/30/comprehensive-analysis-of-the-performance-of-vision-state-space-models-vssms-vision-transformers-and-convolutional-neural-networks-cnns/Outline:(00:00:00) Introduction(00:00:47) Meet Rakis: A Decentralized Verifiable Artificial Intelligence AI Network in the Browser(00:03:18) Cutting Costs, Not Performance: Structured FeedForward Networks FFNs in Transformer-Based LLMs(00:06:40) Comprehensive Analysis of The Performance of Vision State Space Models (VSSMs), Vision Transformers, and Convolutional Neural Networks (CNNs)

Revolutionizing HIV-1 Treatment with AI, Enforcing Logical Constraints on Language Models

Researchers develop a computational pipeline using AI to discover broadly neutralizing antibodies against HIV-1. UCLA proposes Ctrl-G, a breakthrough framework for enforcing logical constraints on large language models. Plus, Two AI releases SUTRA, a multilingual AI model improving language processing in over 30 languages. Also, explore the advancements in computer vision from Vision Transformers to Masked Autoencoders.Sources:https://www.marktechpost.com/2024/06/29/innovative-machine-learning-driven-discovery-of-broadly-neutralizing-antibodies-against-hiv-1-using-the-rain-computational-pipeline/https://www.marktechpost.com/2024/06/29/researchers-at-ucla-propose-ctrl-g-a-neurosymbolic-framework-that-enables-arbitrary-llms-to-follow-logical-constraints/https://www.marktechpost.com/2024/06/29/two-ai-releases-sutra-a-multilingual-ai-model-improving-language-processing-in-over-30-languages-for-south-asian-markets/https://towardsdatascience.com/from-vision-transformers-to-masked-autoencoders-in-5-minutes-cfd2fa1664acOutline:(00:00:00) Introduction(00:00:42) Innovative Machine Learning-Driven Discovery of Broadly Neutralizing Antibodies Against HIV-1 Using the RAIN Computational Pipeline(00:01:10) Researchers at UCLA Propose Ctrl-G: A Neurosymbolic Framework that Enables Arbitrary LLMs to Follow Logical Constraints(00:03:24) Two AI Releases SUTRA: A Multilingual AI Model Improving Language Processing in Over 30 Languages for South Asian Markets(00:06:22) From Vision Transformers to Masked Autoencoders in 5 Minutes

AI Threatens Voice Actors, Election Integrity, and Intelligence Expansion

Cheap AI voice clones may wipe out jobs of 5,000 Australian actors. AI-created election disinformation is deceiving the world. AI scientist Ray Kurzweil predicts a millionfold expansion of intelligence by 2045. Europe's AI Act sets global benchmark for AI regulation. Explore the intersection of technology, creativity, politics, and the future of AI in these captivating stories.Sources:https://www.theguardian.com/technology/article/2024/jun/30/ai-clones-voice-acting-industry-impact-australiahttps://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdhttps://www.theguardian.com/technology/article/2024/jun/29/ray-kurzweil-google-ai-the-singularity-is-nearerhttps://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82Outline:(00:00:00) Introduction(00:00:42) Cheap AI voice clones may wipe out jobs of 5,000 Australian actors(00:03:07) AI-created election disinformation is deceiving the world(00:06:12) AI scientist Ray Kurzweil: ‘We are going to expand intelligence a millionfold by 2045’(00:09:09) Europe's AI Act: How does it work and what happens next?

AI Predicts Future Health, Detecting Defects in Manufacturing, Generative AI Revolution, Google’s Video-to-Audio Technology

Delphi-2M: A Modified GPT Architecture for Modeling Future Health Based on Past Medical History. Machine Learning Helps Detect Defects in Additive Manufacturing. Generative AI: Unlocking Creativity and Transforming Industries. Google DeepMind Introduces Video-to-Audio V2A Technology: Synchronizing Audiovisual Generation.Sources:https://www.marktechpost.com/2024/06/23/delphi-2m-a-modified-gpt-architecture-for-modeling-future-health-based-on-past-medical-history/https://www.novuslight.com/machine-learning-helps-detect-defects-in-additive-manufacturing_N13224.htmlhttps://medium.com/static-flow/generative-ai-unlocking-creativity-and-transforming-industries-04433e240d7ehttps://www.marktechpost.com/2024/06/23/google-deepmind-introduces-video-to-audio-v2a-technology-synchronizing-audiovisual-generation/Outline:(00:00:00) Introduction(00:00:43) Delphi-2M: A Modified GPT Architecture for Modeling Future Health Based on Past Medical History(00:03:12) Machine Learning Helps Detect Defects in Additive Manufacturing(00:06:21) Generative AI: Unlocking Creativity and Transforming Industries(00:09:05) Google DeepMind Introduces Video-to-Audio V2A Technology: Synchronizing Audiovisual Generation

Introducing BigCodeBench: Evaluating Language Models on Real-World Coding Tasks, ML in Soil Science, Nvidia CEO Praises AI Pioneer, Explaining Advanced Prompt Engineering

Meet BigCodeBench, the new gold standard for evaluating large language models on real-world coding tasks. Discover the role of machine learning in soil science and the comparative study of process-based models. Learn about Nvidia CEO's shoutout to AI pioneer Ilya Sutskever and his new venture. Understand advanced prompt engineering techniques explained using simple human analogies.Sources:https://www.marktechpost.com/2024/06/21/meet-bigcodebench-by-bigcode-the-new-gold-standard-for-evaluating-large-language-models-on-real-world-coding-tasks/https://www.marktechpost.com/2024/06/21/leveraging-machine-learning-and-process-based-models-for-soil-organic-carbon-prediction-a-comparative-study-and-the-role-of-chatgpt-in-soil-science/https://www.businessinsider.com/nvidia-ceo-jensen-huang-openai-ilya-sutskever-ai-revolution-2024-6https://www.marktechpost.com/2024/06/21/some-commonly-used-advanced-prompt-engineering-techniques-explained-using-simple-human-analogies/Outline:(00:00:00) Introduction(00:00:51) Meet BigCodeBench by BigCode: The New Gold Standard for Evaluating Large Language Models on Real-World Coding Tasks(00:04:26) Leveraging Machine Learning and Process-Based Models for Soil Organic Carbon Prediction: A Comparative Study and the Role of ChatGPT in Soil Science(00:07:04) Nvidia CEO Jensen Huang shouts out OpenAI cofounder Ilya Sutskever for sparking 'the big bang of deep learning'(00:09:49) Some Commonly Used Advanced Prompt Engineering Techniques Explained Using Simple Human Analogies