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Artificial Intelligence

Dive into the world of AI with expert insights on machine learning, automation, and emerging technologies. Discover how AI is shaping industries and transforming businesses.

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Dive back into Artificial Intelligence Edition #578 for Monday, May 27, 2024's essential reads and reflections

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  1. Achieving Balance in Lifelong Learning: The WISE Memory Approach
    MarkTechPost ·
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  2. Revolutionizing Theorem Proving: How Synthetic Proof Data Transforms LLM Capabilities
    MarkTechPost · LLM ·
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  3. Why Representation Finetuning is the Most Efficient Approach Today?
    Towards Data Science ·
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  4. How to Reduce Embedding Size and Increase RAG Retrieval Speed
    Towards Data Science · Embedding ·
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  5. Difference-in-Difference 101
    Towards Data Science ·
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  6. Challenges and Solutions in Data Mesh – Part 1
    Towards Data Science ·
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  7. Langchain’s built-in eval metrics for AI output: how are they different?
    Towards Data Science · AI LangChain ·
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  8. Developments in Family of Claude Models by Anthropic AI: A Comprehensive Review
    MarkTechPost · AI Model Anthropic Claude ·
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  9. Evaluating Time Series Anomaly Detection: Proximity-Aware Time Series Anomaly Evaluation (PATE)
    MarkTechPost · Anomaly Detection ·
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  10. Top Courses on Data Structures and Algorithms
    MarkTechPost · Algorithm ·
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  11. Google AI Propose LANISTR: An Attention-based Machine Learning Framework to Learn from Language, Image, and Structured Data
    MarkTechPost · Machine learning AI Machine Learning ·
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  12. How to Fine-tune GPT-3.5 for Outreach Emails
    MarkTechPost ·
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  13. How do Language Agents Perform in Translating Long-Text Novels? Meet TransAgents: A Multi-Agent Framework Using LLMs to Tackle the Complexities of Literary Translation
    MarkTechPost · LLM Agent Multi-agent ·
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  14. Boost Your Data Analysis with Google Gemini’s Advanced 1.5 Pro’s New Spreadsheet Upload Feature
    MarkTechPost · Gemini ·
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  15. Microsoft Research Introduces Gigapath: A Novel Vision Transformer For Digital Pathology
    MarkTechPost · Transformer ·
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  16. EleutherAI Presents Language Model Evaluation Harness (lm-eval) for Reproducible and Rigorous NLP Assessments, Enhancing Language Model Evaluation
    MarkTechPost · Model NLP ·
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  17. Beyond the Frequency Game: AoR Evaluates Reasoning Chains for Accurate LLM Decisions
    MarkTechPost · LLM ·
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  18. A Paradigm Shift: MoRA’s Role in Advancing Parameter-Efficient Fine-Tuning Techniques
    MarkTechPost ·
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  19. Uni-MoE: A Unified Multimodal LLM based on Sparse MoE Architecture
    MarkTechPost · LLM ·
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  20. This AI Research from the University of Chicago Explores the Financial Analytical Capabilities of Large Langauge Models (LLMs)
    MarkTechPost · AI Model LLM ·
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  21. The Past, Present, and Future of Data Quality Management: Understanding Testing, Monitoring, and…
    Towards Data Science ·
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  22. Interpretable Outlier Detection: Frequent Patterns Outlier Factor (FPOF)
    Towards Data Science ·
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  23. Real-Time Analytics Solution for Usage-Based API Billing and Metering
    Towards Data Science ·
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  24. Enhancing Neural Network Interpretability and Performance with Wavelet-Integrated Kolmogorov-Arnold Networks (Wav-KAN)
    MarkTechPost · Neural network Neural Network ·
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  25. Transparency in Foundation Models: The Next Step in Foundation Model Transparency Index FMTI
    MarkTechPost · Model Transparency ·
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  26. Elia: An Open Source Terminal UI for Interacting with LLMs
    MarkTechPost · LLM ·
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  27. MIT Researchers Propose Cross-Layer Attention (CLA): A Modification to the Transformer Architecture that Reduces the Size of the Key-Value KV Cache by Sharing KV Activations Across Layers
    MarkTechPost · Transformer ·
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  28. How to: Handle Missing Data for Time Series
    Towards Data Science ·
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  29. Profiling CUDA using Nsight Systems: A Numba Example
    Towards Data Science ·
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  30. Enhancing Security and Efficiency: The Integral Role of AI in Advanced Cryptocurrency Systems
    MarkTechPost · AI ·
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  31. Unveiling the Hidden Linearity in Transformer Decoders: New Insights for Efficient Pruning and Enhanced Performance
    MarkTechPost · Transformer ·
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  32. From Assumptions to Accuracy: The Role of Conditional Probability in Real-World Predictions
    Towards Data Science · Prediction Accuracy ·
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  33. The Art of Stress Management as a Data Scientist
    Towards Data Science ·
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  34. AmbientGPT: An Open-Source and Multimodal MacOS Foundation Model GUI
    MarkTechPost · Model ·
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  35. Octo: An Open-Sourced Large Transformer-based Generalist Robot Policy Trained on 800k Trajectories from the Open X-Embodiment Dataset
    MarkTechPost · Transformer ·
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  36. DIAMOND (DIffusion as a Model of Environment Dreams): A Reinforcement Learning Agent Trained in a Diffusion World Model
    MarkTechPost · Model Agent Reinforcement Learning ·
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  37. AI headphones let wearer listen to a single person in a crowd, by looking at them just once
    ScienceDaily · AI ·
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  38. Behind The Scenes: Explaining My Work As A Data Scientist
    Towards Data Science ·
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  39. 6 Real-World Uses of Microsoft’s Newest Phi-3 Vision-Language Model
    Towards Data Science · Model ·
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  40. Streamline Your Prompts to Decrease LLM Costs and Latency
    Towards Data Science · LLM ·
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  41. Quantization and LLMs: Condensing Models to Manageable Sizes
    KDnuggets · Model LLM ·
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  42. FairProof: An AI System that Uses Zero-Knowledge Proofs to Publicly Verify the Fairness of a Model while Maintaining Confidentiality
    MarkTechPost · AI Model Fairness ·
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  43. Microsoft Introduces Phi Silica: A 3.3 Billion Parameter AI Model Transforming Efficiency and Performance in Personal Computing
    MarkTechPost · AI Model ·
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  44. LLM Handbook: Strategies and Techniques for Practitioners
    KDnuggets · LLM ·
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  45. 5 Free AI Playgrounds For You to Try in 2024
    KDnuggets · AI ·
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  46. PyramidInfer: Allowing Efficient KV Cache Compression for Scalable LLM Inference
    MarkTechPost · LLM ·
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  47. Call AI From Your Phone With Arc Search’s ‘Call Arc’ Feature
    Analytics Vidhya · AI ·
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  48. This Machine Learning Paper from Stanford and the University of Toronto Proposes Observational Scaling Laws: Highlighting the Surprising Predictability of Complex Scaling Phenomena
    MarkTechPost · Machine learning Machine Learning ·
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  49. Transformative Applications of Deep Learning in Regulatory Genomics and Biological Imaging
    MarkTechPost · Deep learning Deep Learning ·
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  50. AI Wearables: Transforming Day-To-Day Life
    MarkTechPost · AI ·
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  51. Pipecat: An Open Source Framework for Voice and Multimodal Conversational AI
    MarkTechPost · AI ·
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  52. Optimising Non-Linear Treatment Effects in Pricing and Promotions
    Towards Data Science ·
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  53. Understanding Low Rank Adaptation (LoRA) in Fine Tuning LLMs
    Towards Data Science · LLM ·
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  54. Supply Chain Process Scheduling with Python
    Towards Data Science ·
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  55. Elon Musk’s Bold Prediction: Artificial Intelligence to Eradicate All Jobs in the Future
    Analytics Vidhya · Artificial intelligence Prediction Artificial Intelligence ·
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  56. Cohere AI Releases Aya23 Models: Transformative Multilingual NLP with 8B and 35B Parameter Models
    MarkTechPost · AI Model NLP Cohere ·
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  57. Two Common Pitfalls to Avoid When Doing Cross-Validation
    Towards Data Science ·
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  58. Additive Decision Trees
    Towards Data Science ·
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  59. Exploring the Frontiers of Artificial Intelligence: A Comprehensive Analysis of Reinforcement Learning, Generative Adversarial Networks, and Ethical Implications in Modern AI Systems
    MarkTechPost · Artificial intelligence AI Artificial Intelligence Reinforcement Learning ·
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  60. Theory of Mind: How GPT-4 and LLaMA-2 Stack Up Against Human Intelligence
    MarkTechPost · GPT-4 LLaMA ·
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  61. An Efficient AI Approach to Memory Reduction and Throughput Enhancement in LLMs
    MarkTechPost · AI LLM ·
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    3DOCR
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  1. How Two Stanford Students Are Building Robots for Handling Household Chores - Ep. 224
    The AI Podcast ·
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  2. Fostering Responsible AI Outcomes through Operations and Developer Workflows - with Ranjan Sinha of IBM
    The AI in Business · AI Responsible AI ·
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