Sign-In
Cart
The History of Artificial Intelligence: From Dreams to Reality
Paperback
Please select the version of book you would like to purchase.
ISBN13: 9798285884552
Publisher: Independently Published
Published: Jun 2 2025
Pages: 434
Weight: 2.20
Height: 0.88 Width: 8.50 Depth: 11.00
Language: English
Publisher: Independently Published
Published: Jun 2 2025
Pages: 434
Weight: 2.20
Height: 0.88 Width: 8.50 Depth: 11.00
Language: English
The book chronicles AI's epic journey from early philosophical inquiries and foundational theories (Turing, Dartmouth Conference, Perceptron, LISP) into the initial Foundation Years (1950s-1980s). This era saw the birth of symbolic AI, with pioneering programs like Logic Theorist and SHRDLU demonstrating early reasoning and language capabilities, alongside the first AI winters spurred by unmet expectations and the limitations of rule-based expert systems like MYCIN.
The narrative then shifts to The Learning Revolution (1980s-2010s), where the paradigm moved from explicit programming to machines learning from data. This period was marked by breakthroughs in supervised learning (decision trees, SVMs, ensemble methods), unsupervised learning (clustering, PCA), and the formalization of reinforcement learning (Q-learning). This revolution was critically fueled by the Big Data Revolution (driven by the internet and social media) and the Computational Renaissance (Moore's Law, GPUs, cloud computing), providing the necessary data and power.
The current Deep Learning Revolution (2010s-Present) signifies AI's most impactful phase yet. It details the Neural Network Renaissance, overcoming past limitations through innovations like advanced backpropagation, solutions to vanishing gradients (ReLU, LSTMs/GRUs), and crucial GPU acceleration. Convolutional Neural Networks (CNNs) revolutionized computer vision with AlexNet's 2012 ImageNet Moment. Recurrent networks, word embeddings (Word2Vec), and sequence-to-sequence models with attention dramatically advanced Natural Language Processing (NLP), transforming machine translation, sentiment analysis, and speech recognition.
A pivotal Transformer Revolution began in 2017, with the Attention Is All You Need paper. This architecture led to powerful language models like BERT (bidirectional understanding for NLU) and the GPT series (generative pre-training, leading to GPT-3's massive scale and few-shot learning). Deep Reinforcement Learning also achieved mastery, exemplified by DeepMind's DQN conquering Atari games and AlphaGo defeating Go world champions, with subsequent applications like AlphaFold solving protein folding.
The current Age of Large Language Models (2020-Present) is driven by the Scale Revolution, where scaling laws predict improved performance with increased model size, data, and compute. This era saw the rise of multimodal AI (DALL-E, CLIP, GPT-4V, Claude 3) integrating text, image, and audio, and specialized models excelling in code generation, scientific research, and creative applications. The ChatGPT Phenomenon (2022-2023) brought advanced AI to the mainstream, sparking an AI arms race and highlighting the importance of techniques like Reinforcement Learning from Human Feedback (RLHF) for aligning models with human preferences and ensuring safety. The push for Edge AI and efficiency is also a key trend.
Finally, the book explores AI's broad Applications and Impact (Healthcare, Business, Transportation, Media), delves into ongoing Challenges and Considerations (Technical: Alignment, Robustness, Explainability; Ethical/Social: Bias, Privacy, Labor Disruption; Governance: Global Regulation, Self-Regulation, Standards), and contemplates The Future of AI (the quest for AGI, emerging technologies like Quantum-AI and BCIs, and societal adaptation). It concludes with Lessons from History (hype cycles, the acceleration paradox) and a Call to Action for individuals, organizations, and society to collaboratively shape a beneficial and human-centric AI future.
In essence, the book charts AI's evolution from symbolic logic to data-driven learning, and now to large-scale, versatile neural architectures, emphasizing the interplay of algorithmic innovation, computational power, data availability, and the continuous human endeavor to create intelligent machines while grappling with their profound implications
The current Deep Learning Revolution (2010s-Present) signifies AI's most impactful phase yet. It details the Neural Network Renaissance, overcoming past limitations through innovations like advanced backpropagation, solutions to vanishing gradients (ReLU, LSTMs/GRUs), and crucial GPU acceleration. Convolutional Neural Networks (CNNs) revolutionized computer vision with AlexNet's 2012 ImageNet Moment. Recurrent networks, word embeddings (Word2Vec), and sequence-to-sequence models with attention dramatically advanced Natural Language Processing (NLP), transforming machine translation, sentiment analysis, and speech recognition.
A pivotal Transformer Revolution began in 2017, with the Attention Is All You Need paper. This architecture led to powerful language models like BERT (bidirectional understanding for NLU) and the GPT series (generative pre-training, leading to GPT-3's massive scale and few-shot learning). Deep Reinforcement Learning also achieved mastery, exemplified by DeepMind's DQN conquering Atari games and AlphaGo defeating Go world champions, with subsequent applications like AlphaFold solving protein folding.
The current Age of Large Language Models (2020-Present) is driven by the Scale Revolution, where scaling laws predict improved performance with increased model size, data, and compute. This era saw the rise of multimodal AI (DALL-E, CLIP, GPT-4V, Claude 3) integrating text, image, and audio, and specialized models excelling in code generation, scientific research, and creative applications. The ChatGPT Phenomenon (2022-2023) brought advanced AI to the mainstream, sparking an AI arms race and highlighting the importance of techniques like Reinforcement Learning from Human Feedback (RLHF) for aligning models with human preferences and ensuring safety. The push for Edge AI and efficiency is also a key trend.
Finally, the book explores AI's broad Applications and Impact (Healthcare, Business, Transportation, Media), delves into ongoing Challenges and Considerations (Technical: Alignment, Robustness, Explainability; Ethical/Social: Bias, Privacy, Labor Disruption; Governance: Global Regulation, Self-Regulation, Standards), and contemplates The Future of AI (the quest for AGI, emerging technologies like Quantum-AI and BCIs, and societal adaptation). It concludes with Lessons from History (hype cycles, the acceleration paradox) and a Call to Action for individuals, organizations, and society to collaboratively shape a beneficial and human-centric AI future.
In essence, the book charts AI's evolution from symbolic logic to data-driven learning, and now to large-scale, versatile neural architectures, emphasizing the interplay of algorithmic innovation, computational power, data availability, and the continuous human endeavor to create intelligent machines while grappling with their profound implications
Also from
Bianchini, Bruno
The Last Gatekeepers: Humanity's Battle for Control in the Age of Superintelligence
Bianchini, Bruno
Paperback
$34.80
Encyclopedia of Psychoactive Substances: History, Pharmacology, Society & Global Geopolitics
Bianchini, Bruno
Paperback
$22.80
The Age of the Last Economy: A Civilizational Blueprint for the Post-Labor Era
Bianchini
Bianchini, Bruno
Paperback
$30.00
Geometric Analysis of Quasilinear Inequalities on Complete Manifolds: Maximum and Compact Support Principles and Detours on Manifolds
Bianchini, Bruno
Mari, Luciano
Pucci, Patrizia
Paperback
$83.99
AGI Horizon: 10x the Revolution, 10x the Speed : Navigating Uncertainty in the Age of Intelligent Machines
Bianchini, Bruno
Paperback
$22.80
Shadows of the Algorithm: Reclaiming Human Sovereignty in the Age of Ubiquitous Data and Probabilistic Control
Bianchini, Bruno
Paperback
$23.99
Echoes of the Algorithm: Exploring the Frontiers of Artificial Intelligence and Human Essence
Bianchini, Bruno
Paperback
$34.80
The Caracas Model: Survival Strategies of a Sanctioned State in a Multipolar World
Bianchini, Bruno
Paperback
$34.80
The Rise of Virtual Agent Economies: Designing the Next Layer of Civilization
Bianchini, Bruno
Paperback
$46.80
AI & The Risks of Cognitive Offloading: How We Outsourced Our Thinking and What to Do About It
Bianchini, Bruno
Paperback
$30.00
L'IA, Notre Alliée: Le guide pour comprendre et piloter la révolution de l'intelligence artificielle.
Bianchini, Bruno
Paperback
$26.30
Grimoire de Magie Blanche et de Magie Noire - Le chemin du Mage: Les Lois Cachées des Énergies, des Symboles et des Rituels
Bianchini, Bruno
Paperback
$39.50
The Commodity Cast: Exploiting the World's Resources Through Conflict and Control
Bianchini, Bruno
Paperback
$30.00
Sur le chemin de la médiumnité et de la voyance: Manuel pratique pour éveiller, développer et professionnaliser ses dons
Bianchini, Bruno
Paperback
$40.87
Homo Synthetica: Pourquoi l'humanité doit fusionner avec l'IA pour survivre
Bianchini, Bruno
Paperback
$40.73
AI Survival: Your Smartphone as a Lifeline: Your Ultimate Guide to Survival in Extreme Environments with AI
Bianchini, Bruno
Paperback
$34.80
Sortir de la Précarité avec l'IA: Votre Plan d'Action pour la Liberté Professionnelle avec l'IA
Bianchini, Bruno
Paperback
$22.80
L'Humanité et le Divin: Une Odyssée Éternelle à Travers le Temps, les Cultures et l'Âme Humaine
Bianchini, Bruno
Paperback
$34.80
Humanity and the Divine: An Eternal Odyssey Through Time, Cultures and the Human Soul
Bianchini, Bruno
Paperback
$34.80
Beyond Death: Digital Souls, Synthetic Consciousness, and the Coming War for the Human Mind
Bianchini, Bruno
Paperback
$35.88
L'Ère de l'Intelligence: Chronique du basculement humain vers la civilisation cognitive
Bianchini, Bruno
Paperback
$40.84
The Silent Scream: Humanity, Animals, and the Moral Revolution of the 21st Century
Bianchini, Bruno
Paperback
$35.99
The End of the Industrial Organization: When Intelligence Becomes Infrastructure. An Operating System for the Next Civilization
Bianchini, Bruno
Paperback
$35.94
The Private AI Fortress: How Every Organization Can Build Sovereign AI Before It Is Too Late
Bianchini, Bruno
Paperback
$30.00
Foreign Intelligence: How Humanity and Artificial Intelligence Will Forge the Next Epoch of Evolution
Bianchini, Bruno
Paperback
$30.00
The Code of Civilization: Decoding the Invisible Rules That Govern Humanity
Bianchini, Bruno
Paperback
$35.94
The World of Greed: The Evolution of Domination and Humanity's Last Opportunity to Become a Wise Civilization
Bianchini, Bruno
Paperback
$23.99
Also in
Self-Help
Go-To Notebook with Mohawk Paper, Midnight Blue Blank: (Blank Notebooks, Simple Notebook, Blue Notebook)
Chronicle Books
Other
$14.99
Go-To Notebook with Mohawk Paper, Brick Red Dotted: (Dotted Notebook, Notebook with Dots, Red Notebook)
Chronicle Books
Other
$14.99
The Gifts of Imperfection: Let Go of Who You Think You're Supposed to Be and Embrace Who You Are
Brown, Brené
Paperback
$10.99
The Craftivist Collective Handbook: Projects, Stories and Methods for Your Gentle Protests
Corbett, Sarah P.
Hardcover
$19.99
Codependent No More: How to Stop Controlling Others and Start Caring for Yourself
Beattie, Melody
Paperback
$10.99
How Do You Feel?: A Spectacular Compendium of Ideas, Interactive Games, Provocations, Tests, and Tricks That Explore the World of What You Feel and Wh
Hughes, Edgar Gerrard
Paperback
From $17.99
Conscious Crafts: Knitting: 20 Mindful Makes to Reconnect Head, Heart & Hands
Kludje, Sicgmone
Koranteng, Vanessa
Hardcover
$12.99
The Healthy Deviant: A Rule Breaker's Guide to Being Healthy in an Unhealthy World
Gerasimo, Pilar
Paperback
From $11.99
Inspired: Understanding Creativity: A Journey Through Art, Science, and the Soul
Richtel, Matt
Hardcover
$28.49
1000 Words: A Writer's Guide to Staying Creative, Focused, and Productive All Year Round
Attenberg, Jami
Hardcover
$11.99
Your Intuition Led You Here: Daily Rituals for Empowerment, Inner Knowing, and Magic
Naranjo, Alex
Vargas, Marlene
Hardcover
From $11.99
The Mindful Way Through Depression: Freeing Yourself from Chronic Unhappiness [With CD]
Williams, Mark
Teasdale, John
Segal, Zindel
Paperback
$11.99
Awakening the Chakras: The Seven Energy Centers in Your Daily Life
Daniels, Kooch N.
Weltevrede, Pieter
Daniels, Victor
Paperback
From $10.99
The Complete Guide to the Enneagram: A Modern Approach to Self-Discovery and Connecting Well with Others
MacKenzie, Sierra
Paperback
From $10.99
Someday Mija, You'll Learn the Difference Between a Whore and a Working Woman: A Memoir
Martinez, Yvonne
Paperback
$17.05
Worthy as You Are: Weed Out Unhealthy Beliefs and Nourish Your Authentic Self
Duriel, Durgadas Allon
Paperback
$10.99
The Danish Way of Raising Teens: What the Happiest People in the World Know about Raising Confident, Healthy Teenagers with Character
Sandahl, Iben Dissing
Paperback
From $10.99
Unlocking the 7 Secret Powers of the Heart: A Practical Guide to Living in Trust and Love
Tubali, Shai
Paperback
From $9.99
The School of Life: Stay or Leave: How to Remain In, or End, Your Relationship
Life, The School of
Paperback
$14.24
Belief, Being, and Beyond: Your Journey to Questioning Ideas, Deconstructing Concepts & Healing from Harmful Belief Systems
Crow, Granddaughter
Paperback
$9.99
The Power of Your Angels: 28 Days to Finding Your Path and Realizing Your Life's Dreams
Fallois, Isabelle
Paperback
From $9.99
Witch Wisdom for Magical Aging: Finding Your Power Through the Changing Seasons
Johnson, Cait
Paperback
From $9.99
Escribe El Guion de la Vida Que Quieres: Manifiesta Tus Sueños Con Tan Solo Lápiz Y Papel
Christyn, Royce
Paperback
From $9.99
Badass Habits: Cultivate the Awareness, Boundaries, and Daily Upgrades You Need to Make Them Stick
Jen Sincero
Paperback
$9.99
Creative Visualization: Using Imagery and Imagination for Self-Transformation
Shone, Ronald
Paperback
From $8.99
I Am That Girl: How to Speak Your Truth, Discover Your Purpose, and #bethatgirl
Jones, Alexis
Paperback
$8.99
The Art of Communication: How to Be Authentic, Lead Others, and Create Strong Connections
Apps, Judy
Hardcover
$22.80
Martial Arts Teaching Tales of Power and Paradox: Freeing the Mind, Focusing Chi, and Mastering the Self
Fauliot, Pascal
Paperback
From $7.99
Catastrofobia: La Verdad Detrás de Los Cambios de la Tierra En El Arribo de la Era de Luz
Clow, Barbara Hand
Paperback
From $6.99
Princes, Frogs & Ugly Sisters: The Healing Power of the Grimm Brothers' Tales
Hunter, Allan G.
Paperback
$8.99
The Blue Zone: Lessons for Living Longer from the People Who've Lived the Longest
Buettner, Dan
Hardcover
$11.99
London Falling: A Mysterious Death in a Gilded City and a Family's Search for Truth
Keefe, Patrick Radden
Hardcover
$31.50
The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking about
Robbins, Mel
Robbins, Sawyer
Hardcover
From $17.99
Discover Your Soul Template: 14 Steps for Awakening Integrated Intelligence
Anthony, Marcus T.
Paperback
From $9.99
Adult Children of Emotionally Immature Parents: How to Heal from Distant, Rejecting, or Self-Involved Parents
Gibson, Lindsay C.
Paperback
$17.06
Unfuck Your Brain: Using Science to Get Over Anxiety, Depression, Anger, Freak-Outs, and Triggers
Harper, Faith G.
Paperback
$14.20
How to Be Okay When Nothing Is Okay: Tips and Tricks That Kept Me Alive, Happy, and Creative in Spite of Myself
Lawson, Jenny
Hardcover
$26.10
The Anxious Generation: How the Great Rewiring of Childhood Is Causing an Epidemic of Mental Illness
Haidt, Jonathan
Hardcover
$27.00
The Little Frog's Guide to Life: Love, Advice and Inspiration for Every Day from the Internet's Beloved Mushroom Frog
Eequay, Maybell
Hardcover
$10.79
Hbr's 10 Must Reads on Mental Toughness, Updated and Expanded (Featuring How to Stop Worrying about What Other People Think of You by Michael Gervais)
Duckworth, Angela L.
Review, Harvard Business
Gervais, Michael
Paperback
$25.60
Think and Grow Rich: The Landmark Bestseller Now Revised and Updated for the 21st Century
Hill, Napoleon
Paperback
From $7.99
The Courage to Be Disliked: The Japanese Phenomenon That Shows You How to Change Your Life and Achieve Real Happiness
Kishimi, Ichiro
Koga, Fumitake
Paperback
$17.09
The War of Art: Break Through the Blocks and Win Your Inner Creative Battles
Pressfield, Steven
Paperback
From $11.99
How to Be a Rich Old Lady: Your Guide to Easy Investing, Building Wealth, and Creating the Wild, Beautiful Life You Want
Holden, Amanda
Hardcover
$28.50
Strong Ground: The Lessons of Daring Leadership, the Tenacity of Paradox, and the Wisdom of the Human Spirit
Brown, Brené
Hardcover
From $19.99
Through Mom's Eyes: Simple Wisdom from Mothers Who Raised Extraordinary Humans
Jones, Sheinelle
Hardcover
$27.55
No Bad Parts: Healing Trauma and Restoring Wholeness with the Internal Family Systems Model
Schwartz, Richard C.
Paperback
$17.99
As a Man Thinketh - the Original 1902 Classic (includes the Mastery of Destiny) (Reader's Library Classics)
Allen, James
Paperback
$9.99
Crucial Conversations: Tools for Talking When Stakes Are High
McMillan, Ron
Patterson, Kerry
Grenny, Joseph
Paperback
$22.80
Be Your Own Bestie: A No-Nonsense Guide to Changing the Way You Treat Yourself
Brown, Misha
Hardcover
$24.29
Don't Believe Everything You Think (Expanded Edition): Why Your Thinking Is the Beginning & End of Suffering
Nguyen, Joseph
Hardcover
$20.90
Body Electric: The Hidden Health Costs of the Digital Age and New Science to Reclaim Your Well-Being
Zomorodi, Manoush
Diaz, Keith
Hardcover
$28.49
The Courage to Commit: Embrace the Radical Power of Sticking with Something
East, Andrew
Johnson, Shawn
Hardcover
$30.40
Stop Letting Everything Affect You: How to break free from overthinking, emotional chaos, and self-sabotage.
Chidiac, Daniel
Paperback
$33.34
Walk: Rediscover the Most Natural Way to Boost Your Health and Longevity--One Step at a Time
McDowell, Milica
Conley, Courtney
Hardcover
$27.00
Nonviolent Communication: A Language of Life: Life-Changing Tools for Healthy Relationships
Rosenberg, Marshall B.
Paperback
$20.89
Rewrite the Program: How to Stop Conforming, Start Exploring, and Find Fulfillment
Bowman, Eli
Paperback
$23.74
Meditations for Mortals: Four Weeks to Embrace Your Limitations and Make Time for What Counts
Burkeman, Oliver
Paperback
From $11.99
Who Moved My Cheese?: An A-Mazing Way to Deal with Change in Your Work and in Your Life
Johnson, Spencer
Hardcover
$26.60
Take Breaks, Work Better: Measure Impact, Not Hours, and Transform Your Profitability
Briggs, John
Paperback
$19.90
The Daily Stoic: 366 Meditations on Wisdom, Perseverance, and the Art of Living
Hanselman, Stephen
Holiday, Ryan
Hardcover
From $12.99
Make Your Bed: Little Things That Can Change Your Life...and Maybe the World
McRaven, William H.
Hardcover
From $10.99
Reparenting the Inner Child: The New Science of Our Oldest Wounds and How to Heal Them
Lepera, Nicole
Hardcover
$28.80
Are You Mad at Me?: How to Stop Focusing on What Others Think and Start Living for You
Josephson, Meg
Hardcover
$28.50
Doing Small Things with Great Love: How Everyday Humanitarians Are Changing the World
Eubank, Sharon
Hardcover
$23.74
The Story of Your Life: How Social Media Shapes the Way We Experience Everything
Jezer-Morton, Kathryn
Hardcover
$27.00
Burn the Haystack: Decode Dating, Torch the Duds, and Make Room for Men Who Matter
Young Phd, Jennie
Hardcover
$27.00
The Subtle Art of Not Giving a F*ck: A Counterintuitive Approach to Living a Good Life
Manson, Mark
Hardcover
From $11.99
The Life-Changing Art of Self-Brain Surgery: Connecting Neuroscience and Faith to Radically Transform Your Life
Warren MD W. Lee
Hardcover
$27.54
Tarot for the Wild Soul: A Trauma-Informed Approach for Growth, Healing, and Grounding in the Present Moment
Mack, Lindsay
Hardcover
$27.55
The Overthinker's Guide to Making Decisions: How to Make Decisions Without Losing Your Mind
Nguyen, Joseph
Hardcover
$20.90
The Company We Keep: Friendship, Connection, and Redefining What It Means to Grow Together
Elle, Alexandra
Hardcover
$26.60