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
Senti il libro attraverso la voce dell'autore
Trasforma la conoscenza in spunti coinvolgenti e ricchi di esempi
Cattura le idee chiave in un lampo per un apprendimento veloce
Goditi il libro in modo divertente e coinvolgente
Punti chiave
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
Modalità Riassunto Rapido - Leggi o ascolta il riassunto di Prediction Machines in 9 minuti
Scomponi le idee chiave di Prediction Machines in punti facili da capire per comprendere come i team innovativi creano, collaborano e crescono.
Modalità Flashcard - Top 9 Spunti da Prediction Machines in Sintesi
Distilla Prediction Machines in rapidi promemoria che evidenziano i principi chiave di franchezza, lavoro di squadra e resilienza creativa.
Modalità Divertente - Lezioni da Prediction Machines Raccontate in Storie di 22 Min
Vivi Prediction Machines attraverso narrazioni vivide che trasformano le lezioni di innovazione in momenti che ricorderai e applicherai.
Modalità Personalizza - Leggi o ascolta il riassunto di Prediction Machines in 0 minuti
Chiedi qualsiasi cosa, scegli la voce e co-crea spunti che risuonino davvero con te.
Creato da alumni della Columbia University a San Francisco
"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"
Creato da alumni della Columbia University a San Francisco
"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"
Ottieni il riassunto di Prediction Machines in formato PDF o EPUB gratuito. Stampalo o leggilo offline quando vuoi.