The Memriq AI Inference Brief – Engineering Edition podcast artwork
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The Memriq AI Inference Brief – Engineering Edition

by Keith Bourne
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Latest episodes

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  • Belief States Uncovered: Internal Knowledge & Uncertainty in AI Agents

    January 19, 2026 · 37 min

    Uncertainty is not just noise—it's the internal state that guides AI decision-making. In this episode of Memriq Inference Digest, we explore belief states, a foundational concept that enables AI systems to represent and reason about…

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    Discover how Recursive Language Models (RLMs) are fundamentally changing the way AI systems handle ultra-long contexts and complex reasoning. In this episode, we unpack why RLMs enable models to programmatically query massive corpora—two…

  • Evaluating Agentic AI: DeepEval, RAGAS & TruLens Frameworks Compared

    January 5, 2026 · 20 min

    # Evaluating Agentic AI: DeepEval, RAGAS & TruLens Frameworks Compared In this episode of Memriq Inference Digest - Engineering Edition, we explore the cutting-edge evaluation frameworks designed for agentic AI systems. Dive into the…

  • Model Context Protocol: The Universal AI Integration Standard Explained

    December 15, 2025 · 20 min

    Discover how the Model Context Protocol (MCP) is revolutionizing AI systems integration by simplifying complex multi-tool interactions into a scalable, open standard. In this episode, we unpack MCP’s architecture, adoption by industry…

  • RAG Evaluation with ragas: Reference-Free Metrics & Monitoring

    December 14, 2025 · 27 min

    Unlock the secrets to evaluating Retrieval-Augmented Generation (RAG) pipelines effectively and efficiently with ragas, the open-source framework that’s transforming AI quality assurance. In this episode, we explore how to implement…

  • Agent Engineering Unpacked: New Discipline or Just Hype?

    December 13, 2025 · 30 min

    Is agent engineering the next big AI discipline or a repackaged buzzword? In this episode, we cut through the hype to explore what agent engineering really means for business leaders navigating AI adoption. From market growth and…

  • Why Your AI Is Failing: The NLU Paradigm Shift CTOs Can’t Ignore

    December 13, 2025 · 39 min

    Are your AI initiatives stalling in production? This episode uncovers the critical architectural shift brought by the Natural Language Understanding (NLU) layer and why treating AI as just another feature is setting CTOs up for failure…

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About the show

The Memriq AI Inference Brief – Engineering Edition is a weekly deep dive into the technical guts of modern AI systems: retrieval-augmented generation (RAG), vector databases, knowledge graphs, agents, memory systems, and more. A rotating panel of AI engineers and data scientists breaks down architectures, frameworks, and patterns from real-world projects so you can ship more intelligent systems, faster.