NeurIPS Navigator: A Behind the Scenes Look Want to create your own RAG app? See how we turned 4,500+ research papers from @NeurIPSConf into a chatbot called the Navigator. We processed PDFs, created embedding chunks and stored it in on Postgres in a performant way. Powered
RESEARCH
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Claude Becomes Core Infrastructure Through Amazon Bedrock
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Through Amazon Bedrock, Claude has become core infrastructure for tens of thousands of companies seeking reliable and practical AI at scale. Together, we're laying a new technological foundation—from silicon to software—to train and power our most advanced AI models.
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AWS Trainium Chips: Co-designing Hardware and Software for Frontier Models
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Working closely with AWS, we're developing future generations of Trainium chips. Designing both hardware and software together lets us optimize every aspect of frontier model training.
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RAG Systems Need Evaluation Pipelines to Optimize Performance
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Good morning everyone! You are probably implementing RAG systems, missing out on easy improvements. Most don’t even have an evaluation pipeline. How can they know if it’s optimal or if their system is improving with any changes? This is through evaluation, which is different
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Model builders overfitting on LMSys arena evaluators?
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Are model builders starting to over-fit in one way or another on LMSys arena evaluators?
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India’s AI Initiatives: Government Insights on Climate Change
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Join Shri Abhishek Singh, Additional Secretary, MeitY, India, at the virtual convening on Climate Change and AI on 25 November 2024, as he shares insights on India's AI initiatives. Register now: https://
digitalindia-gov-in.zoom.us/webinar/regist
er/WN_yf67coXaRyq2r69bvWf_0g#/registration
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Answer-Based Evals Limitations and Conversation-Based Comparisons
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Agreed, I don't like this behavior either. Imo, this is a limitation of our answer-based evals, where answers with more information are preferred over shorter ones. Conversation-based comparisons might prevent this because you'd judge the entire experience.
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Eclipse Foundation and OSI Partner to Shape Open Source AI Future
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[#Article] La Fondation Eclipse et l'OSI s'associent pour façonner l'avenir de l'IA open source https://
actuia.com/actualite/la-f
ondation-eclipse-et-losi-sassocient-pour-faconner-lavenir-de-lia-open-source/
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#IA #intelligenceartificielle -
Apple Releases AIMv2 Vision Encoders Outperforming CLIP
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New open release from @Apple – AIMv2 – large scale vision encoders > Outperforms CLIP and SigLIP on major multimodal understanding benchmarks
> Beats DINOv2 on open-vocabulary object detection and referring expression comprehension
> Strong recognition performance w/ -
Digital India AI Climate Webinar with OECD GPAI
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Register now: https://
digitalindia-gov-in.zoom.us/webinar/regist
er/WN_yf67coXaRyq2r69bvWf_0g#/registration
… @GoI_MeitY @abhish18 @_DigitalIndia @OECD #GPAI #AIForClimate #OECD