AI Systems: From Demo to Reliable Production

25 min

A practical guide to operating AI in production beyond demos, focusing on system reliability, failure modes, and decision architecture through first-principles thinking and real-world constraints rather than buzzwords.

AI Systems: From Demo to Reliable Production

Como este podcast personalizado foi criado

Este podcast foi criado usando a IA da BeFreed, com base em livros selecionados, objetivos de aprendizado do criador e seu tom preferido.

Super Thinking: The Big Book of Mental Models
Framers
Risk Savvy
The Art of Clear Thinking
Mental Models: Building Your Brain's Operating System for Better Decisions
AI Snake Oil
star
Pergunta de entrada

I’m an operator/investor working daily in AI and real systems.the plan should reduce bad judgments, not teach buzzwords.​I want faster decision-making under uncertainty, reusable mental models, and clear intuition about constraints, incentives, and failure modes.​I prefer first-principles thinking, trade-offs, and failure cases. No motivation, no generic leadership wisdom, no vague storytelling.​Focus on real AI systems, incentives, and market reality vs narrative. Short, dense modules only.

Estilo do podcast
Jacksonplay
Eliplay

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Criado por ex-alunos da Universidade de Columbia em San Francisco

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"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

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"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
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"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
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"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

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"It is great for me to learn something from the book without reading it."

@OojasSalunke
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"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
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"Makes me feel smarter every time before going to work"

@Cashflowbubu
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@Moemenn
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"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
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117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
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"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
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108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
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comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
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star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
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4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
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"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

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"It is great for me to learn something from the book without reading it."

@OojasSalunke
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"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
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37
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483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
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