The Practical AI Digest
Mo Bhuiyan via NotebookLMDistilling AI/ML theory into practical insights. One concept at a time. No jargon.
| Publishes | Twice monthly | Episodes | 24 | Founded | a year ago |
|---|---|---|---|---|---|
| Number of Listeners | Category | Technology | |||
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Latest Episodes
A 30B parameter model runs on a MacBook because only 3B parameters fire per token. Mixture of Experts splits memory cost from compute cost, and that changes everything about where AI can run.
90% of enterprises deploy AI agents. Only 23% scale them. The gap is interoperability. Three protocols, MCP, A2A, and ACP, are racing to build the connective tissue before the ecosystem fragments.
Your GPU is not compute-bound. It is memory-bound. The KV cache is eating half your inference budget, and two ICLR 2026 breakthroughs KVTC and TurboQuant are about to change the math entirely.
Models advertise million-token windows but accuracy degrades well before the limit. Three recent studies, the mechanisms behind the rot, and a practitioner playbook for what to do Monday.
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Apple Podcasts | #160 |  United States/Technology |
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Frequently Asked Questions About The Practical AI Digest
What is The Practical AI Digest about and what kind of topics does it cover?
Across recent episodes, practical AI topics drive the conversation, with a strong emphasis on production realities for large language models and AI systems. Listeners get actionable guidance on memory economics, deployment pipelines, and observability, including techniques to optimize memory use, per-request KV cache management, and the trade-offs between memory and compute bottlenecks. The show frequently covers LLM operations, retrieval-augmented workflows, prompt engineering, and governance, paired with real-world anecdotes and pragmatic playbooks for teams building or operating AI in production. A notable strength is the clear emphasis on measurable outcomes—reliability, efficiency, and safety—over hype, with discussions ranging from Ti... more
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Which podcasts are similar to The Practical AI Digest?
These podcasts share a similar audience with The Practical AI Digest:
1. The Daily
How many episodes of The Practical AI Digest are there?
The Practical AI Digest launched a year ago and published 24 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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What guests have appeared on The Practical AI Digest?
Recent guests on The Practical AI Digest include:
1. Kula Rao
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