AWS re:Think Podcast

• Episode 37: AI Model Merging with Arcee AI

  Join Julien Simon, Chief Evangelist of Arcee AI, as we discuss how Model Merging can help us build more versatile and cost effective AI models. Hear him explain the different methods for Model Merging while comparing it with other techniques for building better models such as Model Distillation and Transfer Learning. To learn more about Model Merging:Arcee AI Websitehttps://arcee.aiArcee’s MergeKit: A Toolkit for Merging Large Language Modelshttps://arxiv.org/abs/2403.13257Deep dive: model merging on YouTube:https://youtu.be/cvOpX75Kz4M?si=nT2U7Fe8oLNRSy0uTry MergeKit:https://github.com/arcee-ai/mergekitAWS Hosts: Nolan Chen & Malini ChatterjeeEmail Your Feedback: [email protected]

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• Episode 36: AI Data Pipelines with Komprise

  Your AI is only as good as the data its trained on. In this episode we talk to Krishna Subramaniam, Co-Founder and President of Komprise, a provider of intelligent Data Management. We discuss both the importance and challenge of unlocking the value unstructured data for AI pipelines. For more info on Komprise’s Intelligent Data Management Platform:www.komprise.comAWS Hosts: Nolan Chen & Malini ChatterjeeEmail Your Feedback: [email protected]

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• Episode 35: What it Takes to Win in 2025

  "2025 is the year of inference." Todd Pond, AWS Director of Strategic Sales, is out in the field with commercial customers every day, helping them leverage technology to solve their biggest problems, accelerate innovation and transform their businesses with AI. He and his team have a deep understanding of these companies - the challenges they're up against, their limited resources, their unique value propositions, and how to enable their growth with maximum ROI. In this episode, we are happy to have Todd back again to discuss what were the 2024 trends, what were the pleasant surprises, his actionable insights and some recipe for success in 2025 and beyond.

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• Episode 34: re:Invent 2024 Recap

  Join AWS Head of AI and Modern Data Strategy Business Development Ben Schreiner for a recap of re:Invent 2024. Ben share his top 5 themes from the conference as well as what surprised him in 2024 and what he thinks lies ahead in tech in 2025. AWS Hosts: Nolan Chen & Malini ChatterjeeTop Announcements from re:Invent 2024:https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2024/https://aws.amazon.com/blogs/machine-learning/aws-reinvent-2024-highlights-top-takeaways-from-swami-sivasubramanian-to-help-customers-manage-generative-ai-at-scale/Email Your Feedback: [email protected]#awsrethink

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• Episode 33: Rethinking Network Connectivity and Security in the Cloud with Tailscale

  In this episode, Tailscale CEO Avery Pennarun joins us to discuss VPNs, network connectivity and security in the cloud era. We talk about hub & spoke vs full mesh networks as well current and future trends in networking. Avery also talks about how Tailscale’s approach to networking helps make setting up secure networks between devices and the cloud easier than before. For more info on Tailscale check out:tailscale.comAWS Hosts: Nolan Chen & Malini ChatterjeeEmail Your Feedback: [email protected]

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