AI for Humanity Building a Sustainable AI for the Future
| Autor principal: | |
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| Otros Autores: | , |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Newark :
John Wiley & Sons, Incorporated
2024.
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| Edición: | 1st ed |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009828020306719 |
Tabla de Contenidos:
- Cover
- Title Page
- Copyright Page
- Contents
- Acknowledgments
- 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
- Notes
- 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
- Notes
- 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
- Notes
- 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
- Notes
- 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
- Notes
- 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"
- Notes
- 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
- Notes
- 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
- Notes
- 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.
