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Think Smarter: What AI Sees, What It Misses, and Why the Human Still Matters - Couverture souple
Livre 3 sur 6: Smarter Digital Dentistry
Synopsis
What does an AI actually see when it looks at a tooth?
Not a patient.
Not a story.
Not even a tooth in the way you or I understand one.
It sees data.
THINK SMARTER is a clear, practical exploration of what artificial intelligence really does, what it misses, and why human judgement still matters.
Drawing on more than twenty years in dental technology and digital dentistry, alongside the author’s own experience building a neural network to analyse intraoral scans, this book goes behind the polished interface and asks harder questions.
How does a machine learn?
What does a confidence score actually mean?
Can a model be right for the wrong reason?
What happens when the data is incomplete, biased or simply different from the world the system was trained on?
And what happens to human judgement when the machine is right often enough that we stop checking?
From training data, labels and neural networks to automation bias, uncertainty and human responsibility, THINK SMARTER explains artificial intelligence without hype and without fear.
This is not a book about rejecting AI.
It is about understanding it well enough to use it wisely.
Inside, you will discover:
- why recognition is not the same as understanding;
- how neural networks learn from patterns rather than meaning;
- why metrics and confidence scores can mislead;
- what happens when the real dental world does not match the training data;
- why a helpful machine may be more dangerous than an obviously bad one;
- how to assess any AI system more critically;
- and why the future is not human versus machine, but human judgement working alongside machine capability.
Written for dentists, dental technicians, educators, digital dentistry professionals and anyone curious about the reality behind AI, THINK SMARTER is a grounded, accessible guide to one of the most important changes facing modern dentistry.
The machine may find the tooth.
The human still has to understand what it means.
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Think Smarter: What AI Sees, What It Misses, and Why the Human Still Matters (Smarter Digital Dentistry)
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Think Smarter : What AI Sees, What It Misses, and Why the Human Still Matters
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Taschenbuch. Etat : Neu. Neuware - What does an AI actually see when it looks at a tooth Not a patient.Not a story.Not even a tooth in the way you or I understand one.It sees data.THINK SMARTER is a clear, practical exploration of what artificial intelligence really does, what it misses, and why human judgement still matters.Drawing on more than twenty years in dental technology and digital dentistry, alongside the author's own experience building a neural network to analyse intraoral scans, this book goes behind the polished interface and asks harder questions.How does a machine learn What does a confidence score actually mean Can a model be right for the wrong reason What happens when the data is incomplete, biased or simply different from the world the system was trained on And what happens to human judgement when the machine is right often enough that we stop checking From training data, labels and neural networks to automation bias, uncertainty and human responsibility, THINK SMARTER explains artificial intelligence without hype and without fear.This is not a book about rejecting AI.It is about understanding it well enough to use it wisely.Inside, you will discover: - why recognition is not the same as understanding;- how neural networks learn from patterns rather than meaning;- why metrics and confidence scores can mislead;- what happens when the real dental world does not match the training data;- why a helpful machine may be more dangerous than an obviously bad one;- how to assess any AI system more critically;- and why the future is not human versus machine, but human judgement working alongside machine capability.Written for dentists, dental technicians, educators, digital dentistry professionals and anyone curious about the reality behind AI, THINK SMARTER is a grounded, accessible guide to one of the most important changes facing modern dentistry.The machine may find the tooth.The human still has to understand what it means. N° de réf. du vendeur 9798191760827
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Think Smarter (Paperback)
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Paperback. Etat : new. Paperback. What does an AI actually see when it looks at a tooth?Not a patient.Not a story.Not even a tooth in the way you or I understand one.It sees data.THINK SMARTER is a clear, practical exploration of what artificial intelligence really does, what it misses, and why human judgement still matters.Drawing on more than twenty years in dental technology and digital dentistry, alongside the author's own experience building a neural network to analyse intraoral scans, this book goes behind the polished interface and asks harder questions.How does a machine learn?What does a confidence score actually mean?Can a model be right for the wrong reason?What happens when the data is incomplete, biased or simply different from the world the system was trained on?And what happens to human judgement when the machine is right often enough that we stop checking?From training data, labels and neural networks to automation bias, uncertainty and human responsibility, THINK SMARTER explains artificial intelligence without hype and without fear.This is not a book about rejecting AI.It is about understanding it well enough to use it wisely.Inside, you will discover: why recognition is not the same as understanding;how neural networks learn from patterns rather than meaning;why metrics and confidence scores can mislead;what happens when the real dental world does not match the training data;why a helpful machine may be more dangerous than an obviously bad one;how to assess any AI system more critically;and why the future is not human versus machine, but human judgement working alongside machine capability.Written for dentists, dental technicians, educators, digital dentistry professionals and anyone curious about the reality behind AI, THINK SMARTER is a grounded, accessible guide to one of the most important changes facing modern dentistry.The machine may find the tooth.The human still has to understand what it means. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N° de réf. du vendeur 9798191760827
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