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Call Me Data by All In On Data
All In On Data
36 episodes
5 days ago
What happens when your cloud provider fails — and your AI stack goes with it? In this episode, David and Peter dive into the implications of the recent AWS outage that temporarily brought down Perplexity and other AI-first platforms. They explore what dependency on a single cloud provider means for AI reliability, the rise of hybrid cloud strategies, and the future of on-prem inferencing hardware from Cerebras, Groq, and AMD. From regulatory fears surrounding the No FAKES Act to OpenAI's pivo...
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Technology
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What happens when your cloud provider fails — and your AI stack goes with it? In this episode, David and Peter dive into the implications of the recent AWS outage that temporarily brought down Perplexity and other AI-first platforms. They explore what dependency on a single cloud provider means for AI reliability, the rise of hybrid cloud strategies, and the future of on-prem inferencing hardware from Cerebras, Groq, and AMD. From regulatory fears surrounding the No FAKES Act to OpenAI's pivo...
Show more...
Technology
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Is This The Death Of RAG?
Call Me Data by All In On Data
52 minutes
1 week ago
Is This The Death Of RAG?
Will AI replace actors, and is RAG already obsolete? In this episode of Call Me Data, David and Peter delve into the rise of Tilly, the AI-generated actress stirring up Hollywood, and Google's powerful new Gemini URL Context Tool. They debate the future of Retrieval-Augmented Generation (RAG), explore how large context windows change everything, and expose the real cost and trade-offs behind fine-tuning vs RAG-based systems. If you're building with LLMs, this episode is a must-watch. 00:00 ...
Call Me Data by All In On Data
What happens when your cloud provider fails — and your AI stack goes with it? In this episode, David and Peter dive into the implications of the recent AWS outage that temporarily brought down Perplexity and other AI-first platforms. They explore what dependency on a single cloud provider means for AI reliability, the rise of hybrid cloud strategies, and the future of on-prem inferencing hardware from Cerebras, Groq, and AMD. From regulatory fears surrounding the No FAKES Act to OpenAI's pivo...