Doing AI
A Business-Centric Examination of AI Culture, Goals, and Values
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Doing AI
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Narrated by:
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Derek Shoales
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By:
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Richard Heimann
About this listen
When businesses try to "do AI", they place an abstract solution before problems and customers without fully considering whether it is wise, whether the hype is true, or how AI will impact their organization in the long term. Often absent is sound reasoning for why they should go down this path in the first place.
Doing AI explores AI for what it actually is - and what it is not - and the problems it can truly solve. Author Richard Heimann unravels the tricky relationship between problems and high-tech solutions, exploring the pitfalls in solution-centric thinking and explaining how businesses should rethink AI in a way that aligns with their cultures, goals, and values.
As the chief AI officer at Cybraics Inc., Richard Heimann knows from experience that AI-specific strategies are often bad for business. Doing AI is his comprehensive guide that will help listeners understand AI, avoid common pitfalls, and identify beneficial applications for their companies.
This book is a must-listen for anyone looking for clarity and practical guidance for identifying problems and effectively solving them, rather than getting sidetracked by a shiny new "solution" that doesn't solve anything.
©2021 Richard Heimann (P)2021 Ascent AudioListeners also enjoyed...
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-
Performance4 out of 5 stars 75
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Story3.5 out of 5 stars 75
You might've talked about innovation with your IT department or software development agency lately and the words "design thinking" were surely mentioned. So what is it? Just another piece of business jargon to add to your arsenal or a useful tool? Or maybe even an overestimated hype? Nowadays every organization or business runs into a myriad of problems as business models become increasingly more complex. Globalization and advances in communication and technology, all add up to creating unique opportunities but also new challenges that are not easy to solve applying the old tested methods.
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4 out of 5 stars
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Basic design thinking lesson
- By Preston on 04-09-16
By: Florian Heuer
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Designing for Growth
- A Design Thinking Tool Kit for Managers
- By: Jeanne Liedtka, Tim Ogilvie
- Narrated by: Nicol Zanzarella
- Length: 6 hrs and 35 mins
- Unabridged
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Overall4 out of 5 stars 103
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Performance4 out of 5 stars 86
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Story4 out of 5 stars 85
Jeanne Liedtka and Tim Ogilvie educate listeners on one of the hottest trends in business development: "design thinking", or the ability to turn abstract ideas into practical applications for maximal business growth. Jeanne Liedtka's recent book, The Catalyst: How YOU Can Lead Extraordinary Growth, was named a Top Innovation and Design Thinking Book by Business Week. Tim Ogilvie has been hailed as a visionary for his pioneering contributions to service innovation, business model innovation, and customer experience design.
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4 out of 5 stars
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Audiobook requires regular book
- By GoingGoingGone... on 07-01-18
By: Jeanne Liedtka, and others
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The Future of the Professions
- How Technology Will Transform the Work of Human Experts
- By: Richard Susskind, Daniel Susskind
- Narrated by: John Lee
- Length: 12 hrs and 39 mins
- Unabridged
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Overall4 out of 5 stars 271
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Performance4 out of 5 stars 224
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Story4 out of 5 stars 223
This book predicts the decline of today's professions and describes the people and systems that will replace them. In an Internet society, according to Richard Susskind and Daniel Susskind, we will neither need nor want doctors, teachers, accountants, architects, the clergy, consultants, lawyers, and many others to work as they did in the 20th century.
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3 out of 5 stars
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I Hope It's Not All True
- By John on 05-01-16
By: Richard Susskind, and others
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Human + Machine
- Reimagining Work in the Age of AI
- By: Paul R. Daugherty, H. James Wilson
- Narrated by: Jamie Renell
- Length: 5 hrs and 55 mins
- Unabridged
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Overall4 out of 5 stars 333
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Performance4.5 out of 5 stars 284
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Story4 out of 5 stars 284
Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now - in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?
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3 out of 5 stars
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A golf course book
- By C. Surdak on 07-30-18
By: Paul R. Daugherty, and others
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The Intelligent Web
- Search, Smart Algorithms, and Big Data
- By: Gautam Shroff
- Narrated by: Neil Shah
- Length: 10 hrs and 42 mins
- Unabridged
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Overall4 out of 5 stars 131
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Performance4 out of 5 stars 109
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Story4 out of 5 stars 107
As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web to pull out instances of the words you are looking for. And there are pages that collect and assess information to give you a snapshot of changing political opinion.
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5 out of 5 stars
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Great book for learning about Deep learning
- By Darkpassenger on 04-16-15
By: Gautam Shroff
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Organizational Culture and Leadership, Fifth Edition
- By: Edgar H. Schein, Peter Schein
- Narrated by: Noah Michael Levine
- Length: 12 hrs and 34 mins
- Unabridged
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Overall4.5 out of 5 stars 116
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Performance4 out of 5 stars 105
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Story4 out of 5 stars 104
Organizational Culture and Leadership is the classic reference for managers and students seeking a deeper understanding of the inter-relationship of organizational culture dynamics and leadership. Author Edgar Schein is the 'father' of organizational culture, world-renowned for his expertise and research in the field; in this book, he analyzes and illustrates through cases the abstract concept of culture and shows its importance to the management of organizational change.
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1 out of 5 stars
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Terrible listening experience
- By Ashley on 01-26-19
By: Edgar H. Schein, and others
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Noise
- A Flaw in Human Judgment
- By: Daniel Kahneman, Olivier Sibony, Cass R. Sunstein
- Narrated by: Jonathan Todd Ross
- Length: 13 hrs and 28 mins
- Unabridged
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Overall4.5 out of 5 stars 1,414
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Performance4.5 out of 5 stars 1,152
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Story4.5 out of 5 stars 1,141
From the best-selling author of Thinking, Fast and Slow, the co-author of Nudge, and the author of You Are About to Make a Terrible Mistake! comes Noise, a revolutionary exploration of why people make bad judgments, and how to control both noise and cognitive bias.
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1 out of 5 stars
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Disappointing
- By Z28 on 05-31-21
By: Daniel Kahneman, and others
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Clarity First
- How Smart Leaders and Organizations Achieve Outstanding Performance
- By: Karen Martin
- Narrated by: Karen Martin
- Length: 8 hrs and 25 mins
- Unabridged
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Overall4.5 out of 5 stars 67
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Performance4 out of 5 stars 55
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Story4 out of 5 stars 54
Through her global consulting projects, keynote speeches, and work with thousands of leaders, Karen has seen first-hand how a pervasive lack of clarity strangles business performance and erodes employee engagement. Ambiguity is the corporate default state, a condition so prevalent that “tolerance for ambiguity” has become a clichéd job requirement. It doesn’t have to be this way.
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1 out of 5 stars
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Not for me - dislike narrator's voice +
- By sharing1 on 10-11-19
By: Karen Martin
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Power and Prediction
- The Disruptive Economics of Artificial Intelligence
- By: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrated by: Tom Beyer
- Length: 10 hrs and 7 mins
- Unabridged
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Overall4.5 out of 5 stars 100
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Performance4.5 out of 5 stars 88
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Story4 out of 5 stars 88
In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet game-changing economics of AI. Now, in Power and Prediction, they go deeper, examining the most basic unit of analysis: the decision. The authors explain that the two key decision-making ingredients are prediction and judgment, and we perform both together in our minds, often without realizing it.
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5 out of 5 stars
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Inspire system thinking with informative examples
- By Lucy A. Pithecus on 11-16-22
By: Ajay Agrawal, and others
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Too Big To Know
- Rethinking Knowledge Now That the Facts Aren't the Facts, Experts Are Everywhere, and the Smartest Person in the Room Is the Room
- By: David Weinberger
- Narrated by: Peter Johnson
- Length: 8 hrs and 2 mins
- Unabridged
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Overall3.5 out of 5 stars 139
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Performance4 out of 5 stars 110
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Story4 out of 5 stars 109
We used to know how to know. We got our answers from books or experts. We'd nail down the facts and move on. But in the Internet age, knowledge has moved onto networks. There's more knowledge than ever, of course, but it's different. Topics have no boundaries, and nobody agrees on anything.Yet this is the greatest time in history to be a knowledge seeker - if you know how.
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4 out of 5 stars
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Good to know ...
- By John B. Fisher on 01-24-12
By: David Weinberger
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The Master Algorithm
- How the Quest for the Ultimate Learning Machine Will Remake Our World
- By: Pedro Domingos
- Narrated by: Mel Foster
- Length: 13 hrs and 3 mins
- Unabridged
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Overall4.5 out of 5 stars 1,675
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Performance4.5 out of 5 stars 1,431
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Story4.5 out of 5 stars 1,425
Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars.
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4 out of 5 stars
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Great book, irritating narration
- By N. G. PEPIN on 09-24-15
By: Pedro Domingos
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To Save Everything, Click Here
- The Folly of Technological Solutionism
- By: Evgeny Morozov
- Narrated by: Stephen Hoye
- Length: 15 hrs and 59 mins
- Unabridged
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Overall4 out of 5 stars 106
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Performance4 out of 5 stars 88
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Story4 out of 5 stars 87
In the very near future, smart “technologies and big data” will allow us to make large-scale and sophisticated interventions in politics, culture, and everyday life. Technology will allow us to solve problems in highly original ways and create new incentives to get more people to do the right thing. But how will such “solutionism” affect our society, once deeply political, moral, and irresolvable dilemmas are recast as uncontroversial and easily manageable matters of technological efficiency?
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5 out of 5 stars
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The about face shift in view I've been looking for
- By McKane on 03-18-15
By: Evgeny Morozov
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The Outstanding Organization
- Generate Business Results by Eliminating Chaos and Building the Foundation for Everyday Excellence
- By: Karen Martin
- Narrated by: Karen Martin
- Length: 6 hrs and 5 mins
- Unabridged
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Overall4.5 out of 5 stars 30
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Performance4.5 out of 5 stars 28
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Story4.5 out of 5 stars 27
After two decades in the trenches of helping companies design and build better, more efficient operations, Karen Martin has pinpointed why performance improvement programs usually fail: Chaos, the sneaky but powerful force that frustrates customers, keeps business leaders awake at night, and saps company morale. In The Outstanding Organization, Karen offers a toolbox for combating chaos by creating the organizational conditions that will allow your improvement efforts to return greater gains.
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4 out of 5 stars
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Good breadth, shallow depth
- By aochoa19 on 02-09-21
By: Karen Martin
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Freedom Evolves
- By: Daniel C. Dennett
- Narrated by: Robert Blumenfeld
- Length: 11 hrs and 21 mins
- Unabridged
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Overall4.5 out of 5 stars 135
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Performance4 out of 5 stars 113
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Story4.5 out of 5 stars 112
Can there be freedom and free will in a deterministic world? Renowned philosopher Daniel Dennett emphatically answers "yes!" Using an array of provocative formulations, Dennett sets out to show how we alone among the animals have evolved minds that give us free will and morality. Weaving a richly detailed narrative, Dennett explains in a series of strikingly original arguments - drawing upon evolutionary biology, cognitive neuroscience, economics, and philosophy - that far from being an enemy of traditional explorations of freedom, morality, and meaning, the evolutionary perspective can be an indispensable ally.
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5 out of 5 stars
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I knew I was going to like this book
- By Gary on 05-30-14
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In Pursuit of Elegance
- Why the Best Ideas Have Something Missing
- By: Matthew E. May
- Narrated by: Malcolm Hillgartner
- Length: 5 hrs and 46 mins
- Unabridged
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Overall4.5 out of 5 stars 66
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Performance4.5 out of 5 stars 31
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Story4 out of 5 stars 30
In this thought-provoking exploration, Matthew May defines elegance as the elusive combination of unusual simplicity and surprising power, and pinpoints the four key elements that characterize it: seduction, subtraction, symmetry, and sustainability. In a story-driven narrative that sheds light on the need for elegance in design, engineering, physics, art, urban planning, sports, and work, May offers a surprising array of stories that illustrate why what's "not there" often matters more than what is.
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1 out of 5 stars
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I love elegance, but this book isn't elegant
- By Oliver Nielsen on 06-26-11
By: Matthew E. May
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The End of Average
- How We Succeed in a World That Values Sameness
- By: Todd Rose
- Narrated by: Fred Sanders
- Length: 6 hrs and 31 mins
- Unabridged
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Overall4.5 out of 5 stars 1,209
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Performance4.5 out of 5 stars 1,032
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Story4.5 out of 5 stars 1,028
Are you above average? Is your child an A student? Is your employee an introvert or an extrovert? Every day we are measured against the yardstick of averages, judged according to how close we come to it or how far we deviate from it. The assumption that metrics comparing us to an average—like GPAs, personality test results, and performance review ratings—reveal something meaningful about our potential is so ingrained in our consciousness that we don't even question it. That assumption, says Harvard's Todd Rose, is spectacularly—and scientifically—wrong.
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1 out of 5 stars
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Good intentions, terrible execution
- By Kristofer Jarl on 05-06-19
By: Todd Rose
What listeners say about Doing AI
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Christine
- 02-07-24
Brandolini's Law in action
This book is really well done. The introduction breaks apart the various things we might mean when we say AI and how the subfields have developed over time. Then it moves into how to avoid over-complicating our solutions by trying to unnecessarily introduce AI.
I listened to the book, but I want to go back and read a print copy so I can underline passages and highlight key questions and considerations like why do we use human performance as the benchmark for AI? Which human? The best, average?
I wish all the executives with magical thinking around AI would read this book and a few others before the stake their companies future and millions of jobs on buzzword projects, but the anthropomorphized vision of computers remains the dominate narrative.
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