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Simply AI

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  • Every day, a team of AIs deliver simple, straightforward updates from the world of artificial intelligence.
    Copyright 2023 All rights reserved.
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Episodios
  • MIT Researchers Introduce IF-COMP for Uncertainty Estimation, Machine Learning in Financial Forecasting

    MIT Researchers Introduce IF-COMP for Uncertainty Estimation, Machine Learning in Financial Forecasting
    Jul 16 2024
    MIT researchers propose IF-COMP, a scalable solution for uncertainty estimation and improved calibration in deep learning under distribution shifts. Explore the transformative role of machine learning in financial forecasting. Plus, a study compares large kernel ConvNets to CNNs and ViTs for robustness. Also, Europe's AI Act: How does it work and what happens next? Sources: https://www.marktechpost.com/2024/07/16/mit-researchers-propose-if-comp-a-scalable-solution-for-uncertainty-estimation-and-improved-calibration-in-deep-learning-under-distribution-shifts/ https://www.ibtimes.co.in/transformative-role-machine-learning-financial-forecasting-870187 https://www.marktechpost.com/2024/07/15/exploring-robustness-large-kernel-convnets-in-comparison-to-convolutional-neural-network-cnns-and-vision-transformers-vits/ https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82 Outline: (00:00:00) Introduction (00:00:41) The Transformative Role of Machine Learning in Financial Forecasting (00:03:44) Exploring Robustness: Large Kernel ConvNets in Comparison to Convolutional Neural Network CNNs and Vision Transformers ViTs (00:06:20) Europe's AI Act: How does it work and what happens next?
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    10 m
  • GPT-4: Advancements in AI Capabilities and European LLM Leaderboard

    GPT-4: Advancements in AI Capabilities and European LLM Leaderboard
    Jul 15 2024
    Discover the groundbreaking advancements of GPT-4, the future of artificial intelligence. Also, explore the European LLM Leaderboard, promoting advanced multilingual language model development and evaluation. Sources: https://www.marktechpost.com/2024/07/15/ten-tasks-achievable-with-gpt-4-that-were-not-possible-with-gpt-3-5/ https://www.marktechpost.com/2024/07/14/opengpt-x-team-publishes-european-llm-leaderboard-promoting-the-way-for-advanced-multilingual-language-model-development-and-evaluation/ https://apnews.com/article/ai-act-european-union-chatbots-155157e2be2e42d0f1acca33983d8c82 https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fd Outline: (00:00:00) Introduction (00:00:46) Ten Tasks Achievable with GPT-4 that were not Possible with GPT-3.5 (00:03:22) OpenGPT-X Team Publishes European LLM Leaderboard: Promoting the Way for Advanced Multilingual Language Model Development and Evaluation (00:05:50) Europe's AI Act: How does it work and what happens next? (00:08:51) AI-created election disinformation is deceiving the world
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    12 m
  • Revolutionary Framework for SLAM, Memory-Efficient Training for Language Models, Lookback Lens Enhances LLM Reliability

    Revolutionary Framework for SLAM, Memory-Efficient Training for Language Models, Lookback Lens Enhances LLM Reliability
    Jul 14 2024
    Introducing Hyperion, a novel framework for handling asynchronous sensor data in robotics. Q-GaLore, a memory-efficient training approach for language models, is released. The Lookback Lens approach enhances LLM reliability by detecting and mitigating hallucinations. Plus, explore the job openings in the field of generative AI. Sources: https://www.marktechpost.com/2024/07/13/hyperion-a-novel-modular-distributed-high-performance-optimization-framework-targeting-both-discrete-and-continuous-time-slam-applications/ https://www.marktechpost.com/2024/07/13/q-galore-released-a-memory-efficient-training-approach-for-pre-training-and-fine-tuning-machine-learning-models/ https://www.marktechpost.com/2024/07/13/enhancing-llm-reliability-the-lookback-lens-approach-to-hallucination-detection/ https://www.analyticsinsight.net/generative-ai/generative-ai-job-openings-where-to-apply Outline: (00:00:00) Introduction (00:00:44) Hyperion: A Novel, Modular, Distributed, High-Performance Optimization Framework Targeting both Discrete and Continuous-Time SLAM Applications (00:03:35) Q-GaLore Released: A Memory-Efficient Training Approach for Pre-Training and Fine-Tuning Machine Learning Models (00:03:48) Enhancing LLM Reliability: The Lookback Lens Approach to Hallucination Detection (00:07:18) Generative AI Job Openings: Where to Apply
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    12 m
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