X-TechStack

MLE-Bench represents a significant advancement in our ability to evaluate AI agents on machine learning engineering tasks, read more in newsletter https://lnkd.in/gYndVQmu

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Agentic AI with reasoning power represents a monumental step forward in artificial intelligence, offering the potential to revolutionize industries and enhance human capabilities. Read the full Newsletter for more details... https://lnkd.in/gbeT-i6a

Instagram employs canary deployments, a strategy routing a small subset of user traffic to a new microservice version. This aids in monitoring key metrics like successful (2xx) and failed (5xx) HTTP responses, crucial for assessing stability and performance. If the 5xx error rate surpasses a set threshold, the global rollout halts. Kubernetes (K8s) orchestration is pivotal in managing this controlled release process, facilitating seamless updates and minimizing disruptions.

As AI continues to evolve, o1 is a clear example of how innovation in architecture and design can expand the horizons of what is possible with language models. Read more in the Weekly Newsletter https://lnkd.in/gi-i-iSU

🚀 New LinkedIn Newsletter: "𝐈𝐧 𝐃𝐞𝐟𝐞𝐧𝐬𝐞 𝐨𝐟 𝐑𝐀𝐆 𝐢𝐧 𝐭𝐡𝐞 𝐄𝐫𝐚 𝐨𝐟 𝐋𝐨𝐧𝐠-𝐂𝐨𝐧𝐭𝐞𝐱𝐭 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬" Discover why Retrieval-Augmented Generation (RAG) still holds strong in the age of long-context LLMs. Learn how the innovative Order-Preserve RAG (OP-RAG) balances precision and context to outperform long-context models in key areas. Don't miss out on insights that could reshape your AI strategy! 👉 𝐑𝐞𝐚𝐝 𝐭𝐡𝐞 𝐟𝐮𝐥𝐥 𝐧𝐞𝐰𝐬𝐥𝐞𝐭𝐭𝐞𝐫 𝐧𝐨𝐰. #AI #LLM #DataScience #MachineLearning #TechInnovation #NLP https://lnkd.in/gKhMJuE8

https://lnkd.in/gxCrZa8i

Excited to share my latest e-book, "𝐀 𝐆𝐮𝐢𝐝𝐞𝐛𝐨𝐨𝐤 𝐭𝐨 𝐋𝐋𝐌 𝐚𝐧𝐝 𝐂𝐡𝐚𝐭𝐆𝐏𝐓," designed to help you navigate the fascinating world of Large Language Models (LLMs) and ChatGPT. Understand the fundamentals of LLMs and ChatGPT, from basic concepts to advanced applications. 👉 𝐃𝐨𝐰𝐧𝐥𝐨𝐚𝐝 𝐭𝐡𝐞 𝐄-𝐁𝐨𝐨𝐤 𝐟𝐨𝐫 𝐅𝐫𝐞𝐞: https://lnkd.in/gw3NNPQp

Video guide to the critical process of testing artificial intelligence systems. From unit testing to integration tests and beyond, this video covers the methodologies, tools, and best practices needed to ensure your AI applications perform reliably in the real world. https://lnkd.in/dccyH5hB