AI for humanity : building a sustainable AI for the future / Andeed Ma, James Ong and Siok Siok Tan.

Format:

Book

Author/Creator:

Ma, Andeed, author.

Ong, James (Entrepreneur), author.

Tan, Siok Siok, author.

Language:

English

Subjects (All):

Artificial intelligence.

Artificial intelligence--Social aspects.

Physical Description:

1 online resource (xviii, 276 pages) : illustrations

Place of Publication:

Newark : John Wiley & Sons, Incorporated, 2024.

Summary:

Capture the value of cutting-edge AI while mitigating its most salient risks AI For Humanity: Building a Sustainable AI for the Future delivers an incisive and timely discussion of how to design, build, and implement cutting-edge AI in for-profit firms and other organizations in a responsible, sustainable, and ethical way. The book walks you through the three pillars of human-focused AI development--governance, technology, and commercialization--and dives deep into each one, showing you how to create AI products and services that better humanity and advance universally held values. You'll find methodologies and frameworks that mitigate against some of the most profound and unsettling risks of unchecked artificial intelligence development, and roadmaps to help you avoid the numerous pitfalls and traps awaiting unsuspecting companies, managers, and executives. You'll also discover: Real-world case studies, from companies including SAP, Huawei, and Tencent, demonstrating the actual dilemmas and questions firms face when developing and implementing this extraordinary tech Actionable commitments you can make to help ensure you and your company avoid the ethical and reputational risks associated with AI Strategies for AI product and service development consistent with sustainable growth Perfect for managers, executives, directors, and other business leaders with a stake in responsible artificial intelligence design, development, and implementation, AI For Humanity will also interest regulators, academics, thought leaders, and policy makers doing their best to capture AI's substantial potential value while mitigating its most serious risks.

Contents:

Preface

Chapter 1 The AI Debate

AI's Viral Success: Controversies and Debates

Dangerous Liaisons of the AI Kind

The AI Debate

AI Dystopia vs. AI Utopia

Human-level AI: The Singularity vs. Artificial General Intelligence

The AI Debate: A Framework for Understanding

The AI Debate: Where Do You Stand?

"Organic" AI: Unpredictable Evolution of Self-adapting AI

Self-Learning: How AI Models "Grow"

Self-Adaptation: How AI Thrives Amid Change

"Organic" AI: The Black Box of Unintended Outcomes

Shifting Positions in the AI Debate

How the "Godfather of AI" Flipped His Position on Singularity

Call for Global AI Pause: Time Out for the AI Arms Race

The Right AI Debate: A Paradigm Shift for Humanity

The Consensus: The Dangers of AI

Toward the Right AI Debate

Envision AI for Humanity

"Organic" AI and Its "Unknown Unknown" Risks

Notes

Chapter 2 The AI Trap

Deep Fakes: AI's WMD

Face Swap: Deep-fake Exploitation

Deep-fake AI: The Disinformation Crisis

The AI Trap

AI Dystopia: When Deep Fakes Outpace Truth

AI Mirrors Human Virtues and Sins

AI and the Infinity Mirror

An Imperfect World of Flawed Data and Humans

The Infinity Mirror Effects Loop: A Case of AI Bias

The Dark Side of Social Media AI

The Rippling of AI's Unintended Consequences

The Contagion Effect: AI's Infinity Mirror and the Battle for the Truth

Confront the AI Trap

The AI Trap: Balancing the Trade-Offs

Escape from the AI Trap

Deep Fakes: A Reckoning

Chapter 3 AI History

AI VUCA's History: Beyond Hype and Misdirection

An AI Scientist's Epiphany

AI Winter vs. AI in Disguise

2. AI in Disguise: The True Nature of AI Winters

The Great AI Masquerade

The Internet Era: AI's Stealthy Rise.

Hidden Breakthroughs Amidst the So-Called Winters

Beyond the Hype Cycle: AI's Unique Evolution

Why the Gartner Hype Cycle Falls Short

AI's VUCA History: Symbolic AI and Connectionist AI

AI's Modern Disguise: A Game of Hype and Camouflage

The "AI Trap" Epiphany: AI's Social Media Camouflage

Media Hype: Amplifying AI's VUCA Evolution

AI Narratives: Why Portrayals Matter

Escape AI's VUCA Past: Toward Sustainable AI

Sustainable AI Odyssey: From AIII to AI for Humanity

Sustainable AI Wisdom: Lessons from AI's VUCA History

"Organic" AI Epiphany and Existential AI Threat

Chapter 4 The AI Dilemma

Self-driving Cars: AI's Moral Machines

I Am the Operator

The Dilemma of Self-driving Cars

The AI Dilemma

AI: Uncharted Territory, Unprecedented Dilemma

The AI-Powered Intelligence Revolution

Decoding the AI Dilemma

The AI Dilemma Hierarchy

Guarding Against AI Threats: An Alert System

The AI Dilemma Hierarchy: A Risk Mitigation Framework

Countering the Risks of Autonomous Machines

"To AI or Not to AI" Dilemma: Crossing the Trust Chasm

AI Trap Dilemma: Combating Hubris and Complacency

"Organic" AI Dilemma: Containing Weaponized AI

Confront the Human Dilemma

The Nature of AI Dilemmas

Rethinking AI: Toward a Sustainable Human-Machine Relationship

The AI Dilemma Unraveled

Chapter 5 Rethinking AI

Artificial Friends: Reimagining the Human-AI Relationship

#RIPTaybot

It's Complicated: The Human-AI Relationship

Rethinking AI

The "Drunk History" of Epic AI Chatbots Fails

Rethinking AI: A Three-Step Process

Principles of Human-Machine Relationship

Four Principles of A Humanity-First Philosophy

Rule Number 1: Human over Machine

Robust and Adaptive Framework

How the Four Principles Could have Averted the Tay Debacle.

Humanity-First Approach: A Tale of Three ChatBots

Humanity-First Approach: Best Practice

A Tale of Three Chatbots

Four Human-Machine Principles: Tay vs. Xiaoice vs. ChatGPT

The Success of ChatGPT: A Humanity-First Analysis

Humanity-First across Cultures: Xiaoice vs. ChatGPT

Mitigating the Risks of the AI Dilemma

Redline of Defense: Humanity-First Always

Toward Sustainable AI for Humanity,

From the Tay Debacle to Bing AI's Triumph

Chapter 6 Sustainable AI for Humanity

The Search for Sustainable AI Wisdom

"Don't Be Evil": An Unusual Protest

AGI Labs and the Quest for Sustainable AI for Humanity

The Wisdom of Balance: Sustainable AI for Humanity

Sustainable AI: A Humanity-First Model

Why "AI as Usual" Fails Us: A Call for a Paradigm Shift

From "AI as Usual" to "AI for Humanity"

Why We Need Sustainable AI

Why Technology-First and Profit-Above-All Fails Us

Why Technology First is Not Enough: The Case of DeepMind

Why Profits Above All Leads Us Astray

Sustainable AI: The Constant Search for Equilibrium

The Right Methodology: Sustainable AI for Humanity

Start with Humanity-First Governance

How to Build AI for Humanity

Mutual Assured Destruction 2.0: The Rise of AI-powered Warfare

Chapter 7 Sustainable AI Governance

The AI Trust Gap

Risky Codes and Hidden Algorithms

In AI We Trust . . . Not

AI Governance Reimagined

Demystifying AI Governance

AI Governance: Building the Infrastructure of Trust

A Three-Dimensional AI Trust Infrastructure

Sustainable AI Governance: Nurture AI to Trust AI

From Managing AI to Nurturing AI

How to Bring Up an AI Model: Nurturing in Action

Why Nurturing AI with Human Values is Hard

Searching for a Global AI Ethos

Cross-Border AI: The Global Consensus Challenge

UN SDGs: AI Ethos Launch Pad.

Infusing AI with Risk Wisdom

Why Risk Control is Not Enough: Governing VUCA AI

The EU AI Act: The Limitations of Risk-based Governance

Risk Wisdom: A Powerful Shift for AI Governance

Sustainable AI Governance: A Global Call for Action

AI Governance: A Global Undertaking

Toward Sustainable AI Governance for Humanity

"Algorithms Aren't Human"

Chapter 8 Sustainable AI Technology

Harnessing AI: Solving Humanity's Toughest Problems

Checkmate: A Human-AI Triumph

Game of Life: Humanity's Survival Battle

Reinventing the Human-AI Relationship

From Human vs. AI to Human with AI

Reimagining the Human-AI Dynamic

Symbiosis: Human-AI Co-evolution

Sustainable AI Technology: Human-AI Symbiotic Intelligence

From Machine Intelligence to HASI

Symbiosis Principle: AI and Humanity Co-evolving

HASI: Holistic Human-AI Framework

HASI: Thinking Fast and Slow

System 1: The Sprinter

System 2: The Strategist

HASI: Overcoming Limitations of System 1 vs. System 2 Thinking

An AI Scientist's Epiphany: Envisioning a HASI Future

Hybrid AI: Potential Pathway to HASI

Why Hybrid AI?

Powering a Self-driving Car with Hybrid AI

Hybrid AI: A Blueprint for Meta AI Governance

Hybrid AI Challenges

HASI: New Paradigm for Solving Complex Problems

Climate Crisis: Urgent Call for Human-AI Action

The World's First Human-AI Driving Test

Sustainable AI Technology: A Global Call for Action

From AlphaGo to AlphaFold: Unlocking Life's Mysteries

Chapter 9 Sustainable AI Commercialization

AI and the Fight for Equality and Safety

Dark Side of AI: The Struggles of Africa's "Click Workers"

AI: Bridging or Widening the Inequality Gap

From Profit to Purpose: A Humanity-First Commercialization

OpenAI: Capping Profits for Greater Good.

From Profit-First Business Model to Humanity-First Impact Model

Meta and Llama 2: Open Source as Competitive Strategy

The Pragmatic Case for Humanity-First Commercialization

The Unsustainable Status Quo: AI's Market Dilemma

New Equilibrium: Amplifying Good AI, Diminishing the Bad

Design the Humanity-First Impact Canvas

Reimagine the Classic Business Model

Implement the Humanity-First Impact Canvas

Fighting Waste and Pollution: Humanity-First Value Creation

Orchestrate Humanity-First Impact Funding Model

The 4P Impact Funding Framework

The 4P Paradigm: A New Frontier for Innovative Models

AI for Humanity: UN SDG 18 Proposal

Why AI Deserves Its Own UN SDG

How AI Can Enable the Seventeen UN SDGs

Addressing the Inequality Challenge of Africa's AI Workers

Sustainable AI Commercialization: A Global Call for Action

The Dawn of a New Era: Africa's AI Workers Rise

Chapter 10 AI for Humanity

Read at Your Own Risk: The Unthinkable AI Future

Seize Your AI Future: Why Change Starts with You

The Cornerstones of AI for Humanity

The Birth of a Movement: Sustainable AI for Humanity

Our Origin Story: "AI is Organic" Epiphany

From Humble Beginnings: AIII Rises

Trials of a Think Tank: The Grassroots Struggle for AI Sanity

Our Theory of Change: Think, Engage, Act

Our Movement Broadens: From Sustainable AI to Governable AI

Raising Global Awareness: WAIC and SWITCH

Setting Global AI Standards: Defining AI Risks

Uniting AI Risk Warriors: AIII's Alliance with the Risk and Insurance Management Association of Singapore

Cultivate the "AI for Humanity" Groundswell

Building Sustainable AI: Our Goals for a Humanity-First Future

Humanity-First Goal #1: Global Summit for AI for Humanity

Humanity-First Goal #2: Governable AI and HASI.

Humanity-First Goal #3: 4P Impact Funding Model.

Notes:

Includes bibliographical references and index.

Description based on publisher supplied metadata and other sources.

ISBN:

1-394-31052-8

1-394-18031-4

OCLC:

1432603986