data, evals and ablations take a ton of effort
DATA
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Responsible AI Cheat Sheet: 6 Steps for Businesses
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Responsible AI Cheat Sheet: 6 Steps for Businesses Define Ethical Principles and Business Goals
Establish fairness, transparency, accountability, and measurable objectives. Ensure Data Integrity and Fairness
Collect diverse datasets, audit for bias, and standardize -
XGBoost for Regression, Predictive Modeling and Time Series
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XGBoost for Regression, Predictive Modeling, and Time Series Analysis — Learn how to build, evaluate, & deploy predictive models: http://
amzn.to/4l2YcU9 v/ @PacktDataML —
My review: XGBoost is definitely the focal point and central contribution of this book, and also those -
OpenAI Pulse Data Mining: Run LLMs Locally Instead
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heads up OpenAI feature Pulse is simply DATA MINING for future TARGETED ADS Buy a GPU & run your LLMs locally
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Lethal Trifecta Attack: Blocking Data Exfiltration Strategy
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I'd categorize this one as a lethal trifecta attack, especially as their solution is to cut off one of the legs of the trifecta (the ability to exfiltrate data to external attackers)
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Parsing Evaluation Choices Impact AI Neutrality Analysis
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New blog post! Parsing isn’t Neutral: https://
snorkel.ai/blog/parsing-i
snt-neutral-why-evaluation-choices-matter/
… @realjustinbauer breaks down what we found: -
Medical AI Benchmarks: Beyond Memorization to Real-World Performance
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Another paper pointing out the inadequacy of older public benchmarks for determining whether AI is actually good for tasks like medicine. Models are clearly memorizing or using heuristics for some answers. A new wave of benchmarks based on real-world data will help, more needed.
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HuggingFace Hub Physical Infrastructure in Single Data Center
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Wondering about the physical footprint of the HF Hub if it were in a single data center. To be honest, it'd probably be way smaller than this.
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AI/BI Genie Answers Complex Multi-Step Business Questions
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[Demo] How AI/BI Genie answers complex multi-step questions, understands business terminology, and generates queries for validity review.
— Databricks (@databricks) 26 septembre 2025
Learn how to:
-Search for data and AI assets with Databricks One
-Create visualizations from natural language
-Use Genie for conversational… pic.twitter.com/poBEwjFwuw[Demo] How AI/BI Genie answers complex multi-step questions, understands business terminology, and generates queries for validity review. Learn how to:
-Search for data and AI assets with Databricks One
-Create visualizations from natural language
-Use Genie for conversational