Prediction Machines by Ajay Agrawal & Joshua Gans & Avi Goldfarb Summary
Overview of Prediction Machines
Prediction Machines demystifies AI economics, showing how falling prediction costs transform business decisions. Nominated for Thinkers50's "Oscars of Management Thinking," this guide by Toronto's elite economists reveals why human judgment becomes more valuable as AI advances - not less.
Similar books to Prediction Machines
Erlebe das Buch durch die Stimme des Autors
Verwandle Wissen in fesselnde, beispielreiche Erkenntnisse
Erfasse Schlüsselideen blitzschnell für effektives Lernen
Genieße das Buch auf unterhaltsame und ansprechende Weise
Wichtigste Erkenntnisse
The Quiet Revolution: When Prediction Became Cheap
Imagine a world where machines can predict what you'll buy before you know you want it. Where your health problems are diagnosed before symptoms appear. Where traffic accidents become rare because vehicles anticipate hazards seconds before humans could notice them. This isn't science fiction-it's the economic revolution unleashed when prediction became cheap. The breakthrough moment came in 2012 at the ImageNet competition, when neural networks suddenly slashed image recognition error rates by an unprecedented margin. This triggered Google's $600 million acquisition of DeepMind and eventually prompted China's multi-billion-dollar AI investments. What happened? Prediction-filling in missing information using data you have-became radically cheaper, setting off ripples that continue transforming our economy and society. What makes this revolution so powerful yet deceptively subtle? When something fundamental becomes drastically cheaper-whether artificial light in the 1800s or prediction today-it transforms society in ways both expected and surprising. An improvement from 98% to 99.9% accuracy might seem modest, but it reduces errors twentyfold-enough to completely reshape industries. And prediction machines are now tackling problems we never previously thought of as prediction challenges: Google Translate improved by asking "what English text would a human translator produce?" rather than adding grammatical rules.
The New Economics of Intelligence
Data: The Lifeblood of Artificial Intelligence
Humans and Machines: The New Division of Labor
The Rising Value of Human Judgment
From Rigid Rules to Dynamic Intelligence
The Future of Work and Society
Kurzfassungs-Modus - Lesen oder hören Sie die Zusammenfassung von Prediction Machines in 9 Minuten
Zerlegen Sie die Kernideen von Prediction Machines in leicht verständliche Punkte, um zu verstehen, wie innovative Teams kreieren, zusammenarbeiten und wachsen.
Lernkarten-Modus - Top 9 Erkenntnisse aus Prediction Machines auf einen Blick
Destillieren Sie Prediction Machines in schnelle Gedächtnisstützen, die die Schlüsselprinzipien von Offenheit, Teamarbeit und kreativer Resilienz hervorheben.
Spaß-Modus - Lektionen aus Prediction Machines erzählt in 22-Min Geschichten
Erleben Sie Prediction Machines durch lebhafte Erzählungen, die Innovationslektionen in unvergessliche und anwendbare Momente verwandeln.
Personalisieren-Modus - Lesen oder hören Sie die Zusammenfassung von Prediction Machines in 0 Minuten
Fragen Sie alles, wählen Sie die Stimme und erschaffen Sie gemeinsam Erkenntnisse, die wirklich bei Ihnen ankommen.
Von Columbia University Alumni in San Francisco entwickelt
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
Von Columbia University Alumni in San Francisco entwickelt
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
Erhalten Sie die Prediction Machines-Zusammenfassung als kostenloses PDF oder EPUB. Drucken Sie es aus oder lesen Sie es jederzeit offline.