Introducing XAI-Evals: A Framework for Evaluating Post-Hoc Local Explanations!
Our open-source Python package benchmarks methods like SHAP, LIME, Grad-CAM, and more with robust metrics for explainability, faithfulness, and sensitivity. to paper here: https://
aryaxai.com/research-paper
s/xai-evals-a-framework-for-evaluating-post-hoc-local-explanation-methods
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XAI-Evals Framework for Evaluating Post-Hoc Explanations
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Data Strategy: The Foundation of Generative AI Innovation
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5/ A key takeaway? Data is everything. The success of #GenerativeAI depends on having the right data strategy. At WAICF, AWS showed how AI + cloud + structured data = an unstoppable force for innovation. #MachineLearning #AIInnovation
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F1 StatBot: AWS Generative AI Predicts Race Outcomes
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3/ One of the most fascinating applications? Formula 1 & Generative AI. With F1 StatBot, AWS is using generative AI to mine 70+ years of race data for never-before-seen insights. Imagine an AI that predicts overtakes, strategy shifts & race outcomes in real time! #F1
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The Hyper-Growth Of AI: What Leaders Need To Consider
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The Hyper-Growth Of AI: What Leaders Need To Consider
#AI #AIio #BigData #ML #NLU #Futureofwork @timnitgebru @oriolvinyalsml @ceobillionaire @soumithchintala @waitin4agi_ @sallyeaves @bernardmarr http://
ow.ly/rxgf30sK3mP -
Snorkel embedding models fine-tuning webinar live demo
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Next up: fine-tuning embedding models with Snorkel’s experts. Join us online this Wed, Jan 19 for a live demo and Q&A session : https://
snorkel.ai/webinar/weekly
-demo-with-qa/
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Databricks Clean Rooms Enable Secure Fraud Detection Collaboration
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Explore how organizations can join forces to combat fraud through Databricks Clean Rooms! Through Clean Rooms, two hypothetical banks can securely import their data & fraud detection models from different sources to:
– Identify suspicious transactions
– Detect potential -
The Power of Storytelling With Data Visualization
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The power of storytelling with #data
— Pascal Bornet (@pascal_bornet) 17 février 2025
Source:100people#dataviz #analytics #ai pic.twitter.com/L3gulpMeE7The power of storytelling with #data Source:100people
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Google Cloud LangChain Production Server Enables Enterprise AI Applications
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Gen AI Toolbox Google Cloud and LangChain's production-ready server enables AI applications with native database support. Integrated with LangGraph, it delivers enterprise security, observability, and optimized database connectivity. Build smarter with databases
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Cluster Configuration Best Practices for MLOps Workloads
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Dive into best practices and tips on how to choose the best cluster configuration for sophisticated #MLOps workloads. This technical walkthrough discusses:
– Cluster sizing
– Single node vs multi-node
– When to use Databricks Pools
– And more https://
dbricks.co/3WYlMYl -
GenAI’s Data Crisis: Paywalls and Self-Inflicted Decline
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GenAI is eating its sources of data, driving the best data sources behind paywalls to survive; a downward spiral of self-inflicted harm.