AI Infrastructure Alliance - Building the Canonical Stack of AI/ML.

San Francisco
Joined November 2020
Choosing the right infrastructure for production ML is crucial for success. Explore key considerations in selecting the optimal tech stack. #ProductionML #Infrastructure #AI ai-infrastructure.org/choosi…
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Learn how Shelf Engine's CEO blends innovation & adoption in grocery business. Can we really have disruptive innovation without disruptive adoption? #AI #Innovation #GroceryRetail ai-infrastructure.org/shelf-…
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Embrace Generative AI and LLMs in enterprises while managing confidentiality, IP, and privacy risks. Generative AI is here but it needs the right safeguards. In this article we show you how to balance the risks and the benefits now. #GenerativeAI ai-infrastructure.org/the-do…
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Our LLMs and the Generative AI Revolution event is happening now. You can still join to watch a great lineup of talks on how to build agents right, take your generative AI to the next level, and fight LLM hallucinations.#LLMs #GenAI ow.ly/bUL650PHNpo
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Only 24 hours until the AIIA’s LLMs and the Generative AI Revolution event. Register right now to learn about how to build agents right, take your generative AI to the next level, and fight LLM hallucinations. #LLMs #GenAI ow.ly/bUL650PHNpo
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Boost fraud detection with feature engineering techniques. Explore how to enhance AI models for fraud detection through strategic feature engineering. Strengthen your defense against people trying to rip you off! #FraudDetection #FeatureEngineering #AI ai-infrastructure.org/featur…
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In our latest survey of 1000 big enterprises with over 1B in revenue, we found that way too many companies are dramatically underestimating the running costs of generative AI! Check out the entire report below to see what else we uncovered. ow.ly/sf9C50PKrZf #AI #survey
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With foundation models, AI-driven apps, agents + LLMs taking the world by storm, we needed a major update to our most popular chart, the AI Infrastructure Landscape. With 7 new categories + 60 new companies + open-source projects, it's better than ever. ai-infrastructure.org/ai-inf…
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Forget crappy swag bags at hustling from booth to booth at live events. Watch awesome talks on building agents, generative AI, and fighting LLM hallucinations right from the comfort of your air-conditioned living room. #LLMs #GenAI ow.ly/bUL650PHNpo
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Explore the volatile mix of AI and privacy in this podcast by YData. #AI #Privacy #TechEthics ai-infrastructure.org/when-m…
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The "Centaur" approach to AI merges human ingenuity and in the latest blog for Centaur Life, we learn how to create an agent that writes newsletters. The future of AI is collaborative. #AI #ContentInnovation #CollaborativeIntelligence ai-infrastructure.org/centau…
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How do you evaluate performance of ML models in real-world scenarios? Check out this talk from the AI at Scale even on optimizing inference for state of the art python models to learn how now! #AI #MachineLearning #Python #Optimization youtube.com/watch?v=5tyLqAfW…
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Improve decision-making and enhance customer experiences with realtime machine learning. This blog post explores the top seven reasons why businesses are investing in this technology, from addressing cold starts to reducing hardware costs. Check it out! ai-infrastructure.org/seven-…
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Understand how the Shapley Value assigns importance to each feature in an ML model, aiding in interpretation and optimization. Learn more about its benefits and applications in our latest blog post. #MachineLearning #Interpretability #ShapleyValue ai-infrastructure.org/the-sh…
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Don't miss out on valuable insights from our AI at Scale virtual event! Enhance your knowledge of scalable monitoring and observability for NLP and CV datasets with the video below. #AI #Observability youtube.com/watch?v=XecModzM…
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Improve ML model performance in production with optimization techniques like quantization, pruning, and distillation. Discover these techniques in Modzy's latest blog post and stay ahead in deploying high-performing AI solutions. #MachineLearning ai-infrastructure.org/four-s…
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AI adoption in manufacturing faces big challenges because almost every manufacturer is unique. Unlike consumer AI, each firm needs its own custom model due to frequent changes in processes + production. Learn how to overcome those challenges now. ai-infrastructure.org/the-su…
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Explore the secrets of hyperparameter optimization for transformers on an autoscaling cluster in a concise, insightful talk that’s under 20 minutes! Unlock the potential of your models and elevate their performance. #AI #MachineLearning #TechTalk youtube.com/watch?v=YNFAoHz_…
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Ensure model accuracy and reliability by addressing drift in machine learning models. Learn all you need to know to identify and track drift with Arize AI's latest blog post. #MachineLearning #ModelDrift #AIdevelopment ai-infrastructure.org/take-m…
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Protecting against AI attacks is essential for safeguarding digital identity and national security. Learn cybersecurity measures to safeguard your products and ensure trust and reliability today. #AIattacks #cybersecurity #AIsecurity#AIattacks #AIsecurity ai-infrastructure.org/unders…
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