Episodes

  • The AI Scientist: Automating Scientific Research, LLM for Biology, AI’s Impact on Filmmaking, and Mobius Labs’ Aana SDK

    The AI Scientist: Automating Scientific Research, LLM for Biology, AI’s Impact on Filmmaking, and Mobius Labs’ Aana SDK
    Aug 15 2024
    Discover the groundbreaking AI Scientist framework for automating scientific research. Learn about the integration of language models in biological research. Explore the impact of AI on filmmaking and media creation. Dive into Mobius Labs' Aana SDK for seamless deployment of advanced machine learning applications. Sources: https://www.marktechpost.com/2024/08/14/the-ai-scientist-the-worlds-first-ai-system-for-automating-scientific-research-and-open-ended-discovery/ https://www.marktechpost.com/2024/08/15/llm-for-biology-this-paper-discusses-how-language-models-can-be-applied-to-biological-research/ https://techcrunch.com/2024/08/14/filmmakers-say-ai-will-change-the-art-perhaps-beyond-recognition/ https://www.marktechpost.com/2024/08/14/mobius-labs-introduces-aana-sdk-open-source-sdk-empowering-seamless-deployment-of-advanced-machine-learning-applications/ Outline: (00:00:00) Introduction (00:00:42) LLM for Biology: This Paper Discusses How Language Models can be Applied to Biological Research (00:03:56) Mobius Labs Introduces Aana SDK: Open-Source SDK Empowering Seamless Deployment of Advanced Machine Learning Applications
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    9 mins
  • Advancements in Computational Pathology and Clinical Decision-Making

    Advancements in Computational Pathology and Clinical Decision-Making
    Aug 14 2024
    Microsoft and Paige researchers develop second-generation foundation models for computational pathology. Med42-v2 suite of clinical language models achieves high accuracy on medical benchmarks. A groundbreaking deep learning model predicts endometrial cancer recurrence. LessonPlanner tool enhances novice teachers' effectiveness in lesson planning. Sources: https://www.marktechpost.com/2024/08/13/microsoft-and-paige-researchers-developed-virchow2-and-virchow2g-second-generation-foundation-models-for-computational-pathology/ https://www.marktechpost.com/2024/08/13/med42-v2-released-a-groundbreaking-suite-of-clinical-large-language-models-built-on-llama3-architecture-achieving-up-to-94-5-accuracy-on-medical-benchmarks/ https://www.physiciansweekly.com/predicting-endometrial-cancer-recurrence-with-a-deep-learning-model/ https://www.marktechpost.com/2024/08/13/lessonplanner-a-tool-for-enhancing-novice-teachers-effectiveness-by-integrating-large-language-models-with-structured-pedagogical-strategies-to-improve-lesson-planning-quality/ Outline: (00:00:00) Introduction (00:00:45) Predicting Endometrial Cancer Recurrence With a Deep Learning Model (00:02:53) LessonPlanner: A Tool for Enhancing Novice Teachers’ Effectiveness by Integrating Large Language Models with Structured Pedagogical Strategies to Improve Lesson Planning Quality
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    6 mins
  • Advancements in Text Generation and Deployment of Large Language Models

    Advancements in Text Generation and Deployment of Large Language Models
    Aug 13 2024
    Researchers develop a Python library for Minimum Bayes Risk (MBR) decoding, revolutionizing text generation. MLC LLM offers a universal deployment engine for large language models (LLMs), simplifying the deployment process. LLMs enhance OCR post-correction, improving accuracy in text recognition systems. Amazon unveils a new era in code suggestion tools with multi-pass refinement. Explore the latest advancements in text generation and the deployment of large language models in AI. Sources: https://www.marktechpost.com/2024/08/13/mbrs-a-python-library-for-minimum-bayes-risk-mbr-decoding/ https://www.marktechpost.com/2024/08/13/mlc-llm-universal-llm-deployment-engine-with-machine-learning-ml-compilation/ https://www.marktechpost.com/2024/08/13/large-language-models-llms-for-ocr-post-correction/ https://www.marktechpost.com/2024/08/12/outperforming-existing-models-with-multi-pass-refinement-this-ai-paper-from-amazon-unveils-a-new-era-in-code-suggestion-tools/ Outline: (00:00:00) Introduction (00:00:55) MBRS: A Python Library for Minimum Bayes Risk (MBR) Decoding (00:03:13) MLC LLM: Universal LLM Deployment Engine with Machine Learning ML Compilation (00:06:09) Large Language Models LLMs for OCR Post-Correction (00:08:58) Outperforming Existing Models with Multi-Pass Refinement: This AI Paper from Amazon Unveils a New Era in Code Suggestion Tools
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    13 mins
  • Apple’s KGLENS Revolutionizes AI Evaluation, Europe’s AI Act Sets Global Precedent

    Apple’s KGLENS Revolutionizes AI Evaluation, Europe’s AI Act Sets Global Precedent
    Aug 12 2024
    Apple researchers present KGLENS, a novel AI method for evaluating factual knowledge in LLMs. Europe's AI Act takes a risk-based approach to regulate AI. Plus, deep learning vision in agriculture transforms farming practices. Also, AI image-generator Midjourney blocks images of Biden and Trump to combat election misinformation. Sources: https://www.marktechpost.com/2024/08/12/apple-researchers-present-kglens-a-novel-ai-method-tailored-for-visualizing-and-evaluating-the-factual-knowledge-embedded-in-llms/ https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82 https://www.machinedesign.com/markets/robotics/video/55130468/carbon-robotics-deep-learning-vision-in-agriculture https://apnews.com/article/midjourney-ai-imagegenerator-biden-trump-deepfakes-bc6c254ddb20e36c5e750b4570889ce1 Outline: (00:00:00) Introduction (00:00:42) Europe's AI Act: How does it work and what happens next? (00:03:35) Deep Learning Vision in Agriculture (00:08:54) AI image-generator Midjourney blocks images of Biden, Trump
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    13 mins
  • Advancements in Text-to-Image Generation and Automated Unit Testing

    Advancements in Text-to-Image Generation and Automated Unit Testing
    Aug 11 2024
    Researchers introduce Lumina-mGPT, a high-resolution text-to-image generation model. TestART revolutionizes unit test generation with a co-evolutionary approach. Plus, meet Reducto, an AI-powered startup transforming unstructured data. Also, the EU's groundbreaking AI law enters into force, impacting tech giants. Sources: https://www.marktechpost.com/2024/08/10/this-ai-paper-from-shanghai-ai-laboratory-introduces-lumina-mgpt-a-high-resolution-text-to-image-generation-model-with-multimodal-generative-pretraining/ https://www.marktechpost.com/2024/08/10/testart-achieving-78-55-pass-rate-and-90-96-coverage-with-a-co-evolutionary-approach-to-llm-based-unit-test-generation-and-repair/ https://www.marktechpost.com/2024/08/11/meet-reducto-an-ai-powered-startup-building-vision-models-to-turn-complex-documents-into-llm-ready-inputs/ https://www.marktechpost.com/2024/08/10/worlds-first-major-artificial-intelligence-ai-law-enters-into-force-in-eu-heres-what-it-means-for-tech-giants/ Outline: (00:00:00) Introduction (00:00:46) Meet Reducto: An AI-Powered Startup Building Vision Models to Turn Complex Documents into LLM-Ready Inputs (00:03:48) World’s First Major Artificial Intelligence AI Law Enters into Force in EU: Here’s What It Means for Tech Giants
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    7 mins
  • Balancing Precision and Power in Language Models, Quirks of GPT-4o, Europe’s AI Act, and Sustainable AI Performance

    Balancing Precision and Power in Language Models, Quirks of GPT-4o, Europe’s AI Act, and Sustainable AI Performance
    Aug 10 2024
    Explore the trade-offs between small and large language models in natural language processing. Discover the unique capabilities and quirks of OpenAI's GPT-4o. Learn about Europe's groundbreaking AI Act and its global impact. Dive into the energy-management framework DynamoLLM for sustainable AI performance. Join us for insightful discussions on the future of language models, responsible AI use, and optimized energy efficiency in AI systems. Sources: https://www.marktechpost.com/2024/08/10/small-and-large-language-models-balancing-precision-efficiency-and-power-in-the-evolving-landscape-of-natural-language-processing/ https://techcrunch.com/2024/08/08/openai-finds-that-gpt-4o-does-some-truly-bizarre-stuff-sometimes/ https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82 https://www.marktechpost.com/2024/08/10/dynamollm-an-energy-management-framework-for-sustainable-artificial-intelligence-performance-and-optimized-energy-efficiency-in-large-language-model-llm-inference/ Outline: (00:00:00) Introduction (00:00:42) Small and Large Language Models: Balancing Precision, Efficiency, and Power in the Evolving Landscape of Natural Language Processing (00:03:24) OpenAI finds that GPT-4o does some truly bizarre stuff sometimes (00:06:03) Europe's AI Act: How does it work and what happens next? (00:08:16) DynamoLLM: An Energy-Management Framework for Sustainable Artificial Intelligence Performance and Optimized Energy Efficiency in Large Language Model (LLM) Inference
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    12 mins
  • LG AI Research Releases EXAONE 3.0, ISRO Offers Free AI Course, DeepSeek Revolutionizes LLMs, OpenAI’s Quirky GPT-4o

    LG AI Research Releases EXAONE 3.0, ISRO Offers Free AI Course, DeepSeek Revolutionizes LLMs, OpenAI’s Quirky GPT-4o
    Aug 9 2024
    LG AI Research releases EXAONE 3.0, a state-of-the-art language model. ISRO offers a free online course on AI and machine learning. DeepSeek introduces context caching on disk, reducing costs for large language models. OpenAI's GPT-4o exhibits bizarre behavior. Explore the latest advancements and challenges in AI technology with Simply A.I. Sources: https://www.marktechpost.com/2024/08/09/exaone-3-0-released-a-7-8b-open-sourced-state-of-the-art-language-model-from-lg-ai-research/ https://www.businesstoday.in/technology/news/story/isro-free-online-course-agency-offers-free-five-day-ai-machine-learning-course-for-students-check-how-to-register-440851-2024-08-09 https://www.marktechpost.com/2024/08/08/deepseek-api-introduces-context-caching-on-disk-reducing-input-token-price-to-1-10/ https://techcrunch.com/2024/08/08/openai-finds-that-gpt-4o-does-some-truly-bizarre-stuff-sometimes/ Outline: (00:00:00) Introduction (00:00:44) EXAONE 3.0 Released: A 7.8B Open-Sourced State of the Art Language Model from LG AI Research (00:04:10) ISRO free online course: Agency offers free five-day AI, machine learning course for students; check how to register (00:06:50) DeepSeek API Introduces Context Caching on Disk: Reducing Input Token Price to 1/10 (00:10:35) OpenAI finds that GPT-4o does some truly bizarre stuff sometimes
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    14 mins
  • Meta’s Self-Taught Evaluator Revolutionizes NLP, CBA’s AI Microlearning Series Empowers Workforce

    Meta’s Self-Taught Evaluator Revolutionizes NLP, CBA’s AI Microlearning Series Empowers Workforce
    Aug 7 2024
    Meta presents Self-Taught Evaluators, a new AI approach that improves evaluators without human annotations. CBA's AI microlearning series tackles generative AI, deep learning, and responsible AI. Stay informed with Simply A.I., your source for the latest developments in artificial intelligence and machine learning. Sources: https://www.marktechpost.com/2024/08/06/meta-presents-self-taught-evaluators-a-new-ai-approach-that-aims-to-improve-evaluators-without-human-annotations-and-outperforms-commonly-used-llm-judges-such-as-gpt-4/ https://www.digitalnationaus.com.au/news/cbas-ai-microlearning-series-tackles-generative-ai-deep-learning-and-responsible-ai-610447 https://www.digitalnationaus.com.au/news/cbas-ai-microlearning-series-tackles-generative-ai-deep-learning-and-responsible-ai-610447 https://www.digitalnationaus.com.au/news/cbas-ai-microlearning-series-tackles-generative-ai-deep-learning-and-responsible-ai-610447 Outline: (00:00:00) Introduction (00:00:43) Meta presents Self-Taught Evaluators: A New AI Approach that Aims to Improve Evaluators without Human Annotations and Outperforms Commonly Used LLM Judges Such as GPT-4 (00:04:16) CBA’s AI microlearning series to tackle generative AI, deep learning and responsible AI (00:07:12) CBA’s AI microlearning series to tackle generative AI, deep learning and responsible AI (00:09:42) CBA’s AI microlearning series to tackle generative AI, deep learning and responsible AI
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    13 mins