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

Comment ce podcast personnalisé a été créé

Ce podcast a été créé par l'IA de BeFreed, basé sur des livres sélectionnés, les objectifs d'apprentissage du créateur et son style préféré.

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
Question posée

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.

Style du podcast
Jacksonplay
Eliplay

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Cree par des anciens de Columbia University a San Francisco

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

@Erin, Investment Banking Associate , NYC
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254
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17

"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."

@Pitiful
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"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. 🙌"

@Jaded_Falcon
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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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"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@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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12
likes
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
platform
comments
12
likes
108

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

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

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

@djmikemoore
platform
star
star
star
star
star

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

@Pitiful
platform
comments
96
likes
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. 🙌"

@Jaded_Falcon
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201
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16

"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
platform
comments
37
likes
483

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

@Cashflowbubu
platform
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