Simply AI

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

Salesforce AI Dominates HuggingFace Benchmark, CS-Bench Evaluates LLMs in Computer Science

Salesforce AI unveils SFR-Embedding-v2, reclaiming the top spot on the HuggingFace MTEB benchmark. CS-Bench introduces a bilingual benchmark for evaluating LLMs in computer science. Plus, mitigating memorization in language models with the goldfish loss approach. Also, Anthropic AI releases Claude 3.5, surpassing GPT-4o on multiple benchmarks.Sources:https://www.marktechpost.com/2024/06/20/salesforce-ai-unveils-sfr-embedding-v2-reclaiming-top-spot-on-huggingface-mteb-benchmark-with-advanced-multitasking-and-enhanced-performance-in-ai/https://www.marktechpost.com/2024/06/20/cs-bench-a-bilingual-chinese-english-benchmark-dedicated-to-evaluating-the-performance-of-llms-in-computer-science/https://www.marktechpost.com/2024/06/20/mitigating-memorization-in-language-models-the-goldfish-loss-approach/https://www.marktechpost.com/2024/06/20/anthropic-ai-releases-claude-3-5-a-new-ai-model-that-surpasses-gpt-4o-on-multiple-benchmarks-while-being-2x-faster-than-claude-3-opus/Outline:(00:00:00) Introduction(00:00:54) Salesforce AI Unveils SFR-Embedding-v2: Reclaiming Top Spot on HuggingFace MTEB Benchmark with Advanced Multitasking and Enhanced Performance in AI(00:03:19) CS-Bench: A Bilingual (Chinese-English) Benchmark Dedicated to Evaluating the Performance of LLMs in Computer Science(00:06:47) Mitigating Memorization in Language Models: The Goldfish Loss Approach(00:11:28) Anthropic AI Releases Claude 3.5: A New AI Model that Surpasses GPT-4o on Multiple Benchmarks While Being 2x Faster than Claude 3 Opus

AI’s Impact on Cancer Diagnosis and Parkinson’s Detection

Scientists champion AI's role in early cancer diagnosis. AI-enhanced blood test may detect Parkinson's years before onset. Plus, a study proposes an AI approach for black-box adversarial attacks. Also, Meta FAIR's groundbreaking AI releases enhance creativity, efficiency, and responsibility in open science AI research and development.Sources:https://www.htworld.co.uk/news/scientists-champion-ais-role-in-early-cancer-diagnosis/https://www.theguardian.com/society/article/2024/jun/18/ai-enhanced-blood-test-may-detect-parkinsons-years-before-onsethttps://www.marktechpost.com/2024/06/19/this-ai-paper-proposes-approximation-decision-boundary-adba-an-ai-approach-for-black-box-adversarial-attacks/https://www.marktechpost.com/2024/06/19/meta-fairs-groundbreaking-ai-releases-enhancing-creativity-efficiency-and-responsibility-in-open-science-ai-research-and-development/Outline:(00:00:00) Introduction(00:00:43) Scientists champion AI's role in early cancer diagnosis(00:03:37) AI-enhanced blood test may detect Parkinson’s years before onset(00:06:14) This AI Paper Proposes Approximation Decision Boundary ADBA: An AI Approach for Black-Box Adversarial Attacks(00:09:57) Meta FAIR’s Groundbreaking AI Releases: Enhancing Creativity, Efficiency, and Responsibility in Open Science AI Research and Development

Advancements in Mathematical Reasoning AI, Open-Source Code Model Surpasses GPT-4 Turbo

Enhancing mathematical reasoning with a groundbreaking algorithm. Meet DeepSeek-Coder-V2, the first open-source AI model to surpass GPT4-Turbo in coding and math. Plus, an AI-enhanced blood test for early Parkinson's detection and the growing concern of AI-created election disinformation.Sources:https://www.marktechpost.com/2024/06/18/enhancing-mathematical-reasoning-in-llms-integrating-monte-carlo-tree-search-with-self-refinement/https://www.marktechpost.com/2024/06/18/meet-deepseek-coder-v2-by-deepseek-ai-the-first-open-source-ai-model-to-surpass-gpt4-turbo-in-coding-and-math-supporting-338-languages-and-128k-context-length/https://www.theguardian.com/society/article/2024/jun/18/ai-enhanced-blood-test-may-detect-parkinsons-years-before-onsethttps://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:45) Enhancing Mathematical Reasoning in LLMs: Integrating Monte Carlo Tree Search with Self-Refinement(00:03:29) Meet DeepSeek-Coder-V2 by DeepSeek AI: The First Open-Source AI Model to Surpass GPT4-Turbo in Coding and Math, Supporting 338 Languages and 128K Context Length(00:06:39) AI-enhanced blood test may detect Parkinson’s years before onset(00:09:19) AI-created election disinformation is deceiving the world

Revolutionizing Accessibility with AI, CuspAI Raises $30M in Seed Funding

Google AI introduces Human I/O, a groundbreaking framework for addressing impairments and disabilities. Cambridge-based CuspAI secures Geoffrey Hinton as an advisor and raises $30 million in seed funding for AI-driven climate tech. Plus, deep-learning model predicts mortality risk after TAVI, and a guide to the top 10 deep learning conferences in 2024.Sources:https://www.marktechpost.com/2024/06/18/revolutionizing-accessibility-google-ais-human-i-o-unifies-egocentric-vision-multimodal-sensing-and-llm-reasoning-to-detect-and-assess-user-impairments/https://ca.finance.yahoo.com/news/cambridge-based-cuspai-taps-godfather-070214110.htmlhttps://www.auntminnie.com/clinical-news/ct/article/15677794/deeplearning-model-ties-muscle-quality-on-ct-to-tavi-mortality-riskhttps://medium.com/@-TutortAcademy/top-10-deep-learning-conferences-to-attend-in-2024-ai-events-edition-b02be24e0a5bOutline:(00:00:00) Introduction(00:00:46) Revolutionizing Accessibility: Google AI’s Human I/O Unifies Egocentric Vision, Multimodal Sensing, and LLM Reasoning to Detect and Assess User Impairments(00:03:50) Cambridge-based CuspAI taps 'godfather of AI' Geoffrey Hinton as it raises $30 million seed funding(00:06:59) Deep-learning model ties muscle quality on CT to TAVI mortality risk(00:10:17) Top 10 Deep Learning Conferences to Attend in 2024: AI Events Edition