Simply AI

Enhancing Code Quality with DevQualityEval, Impact of Functional Electrical Stimulation on Nerve-Damaged Muscles, Sam’s Club’s AI-Powered Exit Tech, and AI’s Role in Combating Loneliness

Symflower launches DevQualityEval, a benchmark for enhancing code quality in large language models. A study explores the impact of functional electrical stimulation on nerve-damaged muscles. Sam's Club revolutionizes the checkout experience with AI-powered exit tech. Could AI help cure the 'downward spiral' of human loneliness? These articles cover cutting-edge advancements in AI, from software development to healthcare and retail.Sources:https://www.marktechpost.com/2024/05/27/symflower-launches-devqualityeval-a-new-benchmark-for-enhancing-code-quality-in-large-language-models/https://www.nature.com/articles/s41598-024-62805-6https://techcrunch.com/2024/04/30/sams-clubs-ai-powered-exit-tech-reaches-20-of-stores/https://www.theguardian.com/technology/article/2024/may/27/could-ai-help-cure-downward-spiral-of-human-lonelinessOutline:(00:00:00) Introduction(00:00:44) Symflower Launches DevQualityEval: A New Benchmark for Enhancing Code Quality in Large Language Models(00:03:33) Impact of functional electrical stimulation on nerve-damaged muscles by quantifying fat infiltration using deep learning(00:07:10) Sam’s Club’s AI-powered exit tech reaches 20% of stores(00:09:46) Could AI help cure ‘downward spiral’ of human loneliness?

Efficient Hardware-Software Co-Design for AI, AI Companionship to Combat Loneliness

Researchers explore hardware-aware neural architecture search (HW-NAS) for efficient AI processing. Could AI help cure the 'downward spiral' of human loneliness? Also, introducing OmniGlue, the first learnable image matcher designed for generalization. Plus, language as a universal learning machine and its implications for society.Sources:https://www.marktechpost.com/2024/05/26/efficient-hardware-software-co-design-for-ai-with-in-memory-computing-and-hw-nas-optimization/https://www.theguardian.com/technology/article/2024/may/27/could-ai-help-cure-downward-spiral-of-human-lonelinesshttps://www.marktechpost.com/2024/05/26/omniglue-the-first-learnable-image-matcher-designed-with-generalization-as-a-core-principle/https://towardsdatascience.com/language-as-a-universal-learning-machine-d2c67cb15e5fOutline:(00:00:00) Introduction(00:00:47) Efficient Hardware-Software Co-Design for AI with In-Memory Computing and HW-NAS Optimization(00:03:36) Could AI help cure ‘downward spiral’ of human loneliness?(00:06:59) OmniGlue: The First Learnable Image Matcher Designed with Generalization as a Core Principle(00:10:12) Language as a Universal Learning Machine

Microsoft’s Prov-GigaPath Revolutionizes Digital Pathology, Uni-MoE Advances Multimodal Learning

Microsoft Research introduces Prov-GigaPath, a novel vision transformer for digital pathology. Uni-MoE, a unified multimodal LLM based on sparse MoE architecture, showcases significant advancements in multimodal learning. Plus, a top scientist warns about the existential risk of AI, and the AoR framework enhances reasoning in large language models.Sources:https://www.marktechpost.com/2024/05/25/microsoft-research-introduces-gigapath-a-novel-vision-transformer-for-digital-pathology/https://www.marktechpost.com/2024/05/25/uni-moe-a-unified-multimodal-llm-based-on-sparse-moe-architecture/https://www.theguardian.com/technology/article/2024/may/25/big-tech-existential-risk-ai-scientist-max-tegmark-regulationshttps://www.marktechpost.com/2024/05/25/beyond-the-frequency-game-aor-evaluates-reasoning-chains-for-accurate-llm-decisions/Outline:(00:00:00) Introduction(00:00:43) Microsoft Research Introduces Gigapath: A Novel Vision Transformer For Digital Pathology(00:03:12) Uni-MoE: A Unified Multimodal LLM based on Sparse MoE Architecture(00:05:31) Big tech has distracted world from existential risk of AI, says top scientist(00:08:18) Beyond the Frequency Game: AoR Evaluates Reasoning Chains for Accurate LLM Decisions

Big Tech’s Distraction from AI Risks, Earth-like Planet Detection Enhanced by Deep Learning

Big tech companies are distracting the world from the existential risks of AI, warns top scientist Max Tegmark. Simply A.I. presents a groundbreaking research paper on improving Earth-like planet detection using deep learning. Plus, a new study introduces a meta-learning model for predicting production quality with limited data. Also, Octo, an open-sourced generalist robot policy, revolutionizes robotic learning.Sources:https://www.theguardian.com/technology/article/2024/may/25/big-tech-existential-risk-ai-scientist-max-tegmark-regulationshttps://astrobiology.com/2024/05/improving-earth-like-planet-detection-in-radial-velocity-using-deep-learning.htmlhttps://www.nature.com/articles/s41598-024-62174-0https://www.marktechpost.com/2024/05/24/octo-an-open-sourced-large-transformer-based-generalist-robot-policy-trained-on-800k-trajectories-from-the-open-x-embodiment-dataset/Outline:(00:00:00) Introduction(00:00:45) Big tech has distracted world from existential risk of AI, says top scientist(00:03:41) Improving Earth-like Planet Detection in Radial Velocity Using Deep Learning(00:06:25) Meta learning based residual network for industrial production quality prediction with limited data(00:09:06) Octo: An Open-Sourced Large Transformer-based Generalist Robot Policy Trained on 800k Trajectories from the Open X-Embodiment Dataset

OpenAI Partners with News Corp, UK Leads AI Safety Efforts, Hugging Face Releases LeRobot, Deep Learning Reduces Radiation Exposure

OpenAI signs a content deal with News Corp, expanding access to major news publications. The UK showcases progress in making advanced AI safe. Hugging Face introduces LeRobot, an open-source machine learning model for robotics. Deep learning denoising software reduces radiation exposure in CT scans. Join us as we explore these groundbreaking developments in AI and their potential impact on news, safety, robotics, and medical imaging.Sources:https://www.theguardian.com/technology/article/2024/may/22/openai-chatgpt-news-corp-dealhttps://www.theguardian.com/technology/article/2024/may/22/seoul-summit-showcases-uks-progress-on-trying-to-make-advanced-ai-safehttps://www.marktechpost.com/2024/05/22/hugging-face-releases-lerobot-an-open-source-machine-learning-ml-model-created-for-robotics/https://healthimaging.com/node/259386Outline:(00:00:00) Introduction(00:00:41) OpenAI and Wall Street Journal owner News Corp sign content deal(00:02:58) Seoul summit showcases UK’s progress on trying to make advanced AI safe(00:06:43) Hugging Face Releases LeRobot: An Open-Source Machine Learning (ML) Model Created for Robotics(00:10:28) Deep learning denoising software can cut radiation exposure to 25% of conventional doses during neck CT

Advancements in AI: Long-Context Language Models and Text Privatization

Gradient AI introduces the Llama-3 8B Gradient Instruct 1048k model, setting new standards in long-context AI. Researchers from the University of Maryland develop an automatic text privatization framework. Plus, a novel plant disease identification framework and Houston researchers create an AI model to tap into brain activity and illness.Sources:https://www.marktechpost.com/2024/05/21/gradient-ai-introduces-llama-3-8b-gradient-instruct-1048k-setting-new-standards-in-long-context-ai/https://www.marktechpost.com/2024/05/21/researchers-from-the-university-of-maryland-introduce-an-automatic-text-privatization-framework-that-fine-tunes-a-large-language-model-via-reinforcement-learning/https://www.nature.com/articles/s41598-024-62452-xhttps://houston.innovationmap.com/houston-researchers-create-ai-model-to-tap-into-how-brain-activity-relates-to-illness-2668269866.htmlOutline:(00:00:00) Introduction(00:00:52) Gradient AI Introduces Llama-3 8B Gradient Instruct 1048k: Setting New Standards in Long-Context AI(00:03:34) Researchers from the University of Maryland Introduce an Automatic Text Privatization Framework that Fine-Tunes a Large Language Model via Reinforcement Learning(00:06:08) A novel plant type, leaf disease and severity identification framework using CNN and transformer with multi-label method(00:09:23) Houston researchers create AI model to tap into how brain activity relates to illness

Abacus.AI’s Smaug-Llama-3-70B-Instruct: Advancing Conversational AI, Midjourney Blocks Images of Biden and Trump

Abacus.AI releases Smaug-Llama-3-70B-Instruct, the new benchmark in open-source conversational AI rivaling GPT-4 Turbo. Midjourney takes a stand against election misinformation by blocking AI-generated images of Biden and Trump. Also, the US spearheads the first UN resolution on artificial intelligence. Plus, scientists introduce DIProT, an interactive deep learning toolkit for efficient protein design.Sources:https://www.marktechpost.com/2024/05/20/abacus-ai-releases-smaug-llama-3-70b-instruct-the-new-benchmark-in-open-source-conversational-ai-rivaling-gpt-4-turbo/https://apnews.com/article/midjourney-ai-imagegenerator-biden-trump-deepfakes-bc6c254ddb20e36c5e750b4570889ce1https://apnews.com/article/un-artificial-intelligence-resolution-rules-governance-goals-b442f2701139780526b34ba0527e9425https://phys.org/news/2024-05-scientists-diprot-interactive-deep-toolkit.htmlOutline:(00:00:00) Introduction(00:00:43) Abacus AI Releases Smaug-Llama-3-70B-Instruct: The New Benchmark in Open-Source Conversational AI Rivaling GPT-4 Turbo(00:04:42) AI image-generator Midjourney blocks images of Biden, Trump(00:07:24) US spearheads first UN resolution on artificial intelligence(00:10:48) Scientists introduce DIProT—an interactive deep learning toolkit for efficient protein design

Evaluating Risks of Open Generative AI, TII Unveils Falcon 2-11B Language Model

Toward responsible innovation, we evaluate the risks and opportunities in open generative AI. The Technology Innovation Institute releases Falcon 2-11B, the first AI model of the Falcon 2 family trained on 5.5T tokens with a vision language model. Plus, UK researchers uncover vulnerabilities in AI chatbots' safeguards, and the spread of AI-created election disinformation deceives the world.Sources:https://www.marktechpost.com/2024/05/20/toward-responsible-innovation-evaluating-risks-and-opportunities-in-open-generative-ai/https://www.marktechpost.com/2024/05/20/tii-releases-falcon-2-11b-the-first-ai-model-of-the-falcon-2-family-trained-on-5-5t-tokens-with-a-vision-language-model/https://www.theguardian.com/technology/article/2024/may/20/ai-chatbots-safeguards-can-be-easily-bypassed-say-uk-researchershttps://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fdOutline:(00:00:00) Introduction(00:00:45) Toward Responsible Innovation: Evaluating Risks and Opportunities in Open Generative AI(00:04:00) TII Releases Falcon 2-11B: The First AI Model of the Falcon 2 Family Trained on 5.5T Tokens with a Vision Language Model(00:06:31) AI chatbots’ safeguards can be easily bypassed, say UK researchers(00:09:24) AI-created election disinformation is deceiving the world

Unlocking Transformers’ Reasoning Abilities, FastGen Enhances LLM Efficiency

Discover how the 'chain of thought' approach makes transformers smarter and how FastGen cuts GPU memory costs without compromising LLM quality. Also, learn about Lory, a fully-differentiable MoE model for language model pre-training, and the release of the largest supervised fine-tuning open-sourced dataset by Alignment Lab AI.Sources:https://www.marktechpost.com/2024/05/12/how-chain-of-thought-makes-transformers-smarter/https://www.marktechpost.com/2024/05/12/fastgen-cutting-gpu-memory-costs-without-compromising-on-llm-quality/https://www.marktechpost.com/2024/05/12/researchers-from-princeton-and-meta-ai-introduce-lory-a-fully-differentiable-moe-model-designed-for-autoregressive-language-model-pre-training/https://www.marktechpost.com/2024/05/12/alignment-lab-ai-releases-buzz-dataset-the-largest-supervised-fine-tuning-open-sourced-dataset/Outline:(00:00:00) Introduction(00:00:45) How ‘Chain of Thought’ Makes Transformers Smarter(00:03:23) FastGen: Cutting GPU Memory Costs Without Compromising on LLM Quality(00:06:51) Researchers from Princeton and Meta AI Introduce ‘Lory’: A Fully-Differentiable MoE Model Designed for Autoregressive Language Model Pre-Training(00:09:27) Alignment Lab AI Releases ‘Buzz Dataset’: The Largest Supervised Fine-Tuning Open-Sourced Dataset

Advancements in Information Extraction and Robotics, Aloe Models for Healthcare, and Human Rights in the Age of AI

Tsinghua University researchers propose ADELIE, a groundbreaking approach to information extraction. UC Berkeley introduces Learnable Latent Codes as Bridges (LCB) for robotics. The Barcelona Supercomputing Center and UPC develop Aloe models for healthcare. Human rights lawyer Susie Alegre explores the intersection of AI and human rights in her new book. Join us as we delve into these cutting-edge advancements and their implications for various fields.Sources:https://www.marktechpost.com/2024/05/11/tsinghua-university-researchers-propose-adelie-enhancing-information-extraction-with-aligned-large-language-models-around-human-centric-tasks/https://www.marktechpost.com/2024/05/11/uc-berkeley-researchers-introduce-learnable-latent-codes-as-bridges-lcb-a-novel-ai-approach-that-combines-the-abstract-reasoning-capabilities-of-large-language-models-with-low-level-action-policies/https://www.marktechpost.com/2024/05/11/aloe-a-family-of-fine-tuned-open-healthcare-llms-that-achieves-state-of-the-art-results-through-model-merging-and-prompting-strategies/https://www.theguardian.com/technology/article/2024/may/11/human-rights-lawyer-susie-alegre-ai-artificial-intelligence-human-rights-robot-wrongs-book-interviewOutline:(00:00:00) Introduction(00:00:54) Tsinghua University Researchers Propose ADELIE: Enhancing Information Extraction with Aligned Large Language Models Around Human-Centric Tasks(00:03:57) UC Berkeley Researchers Introduce Learnable Latent Codes as Bridges (LCB): A Novel AI Approach that Combines the Abstract Reasoning Capabilities of Large Language Models with Low-Level Action Policies(00:08:00) Aloe: A Family of Fine-tuned Open Healthcare LLMs that Achieves State-of-the-Art Results through Model Merging and Prompting Strategies(00:10:58) Human rights lawyer Susie Alegre: ‘If AI is so complex it can’t be explained, there are areas where it shouldn’t be used’