Sign-In
Cart
The Human Override: Why Multilateral Development Banks Are Getting AI Wrong, and What It Will Cost the Communities They Exist to Serve
Paperback
Series: From the Inbox to the Institution: One Question, Told in Three Book
Publisher: Independently Published
Published: Jul 4 2026
Pages: 94
Weight: 0.30
Height: 0.19 Width: 6.00 Depth: 9.00
Language: English
A development program spent more than a billion dollars to fight poverty. Then an algorithm turned away a family who needed it, and no one had the authority to overrule the machine.
This is the failure at the heart of The Human Override. As multilateral development banks and the institutions around them hand more of their decisions to artificial intelligence, ranking who qualifies, scoring who is worthy, deciding who is helped and who is turned away, they are deploying it on the people least able to opt out, appeal, or even see how the decision was made. In these institutions, being wrong is measured in human lives.
Dr Nkembuh Natalie asks the hardest version of a question the world is only beginning to confront: what happens to real people when the algorithm is wrong, in the places where getting it wrong is unforgivable? Her answer is not to reject the technology. It is to insist on the one safeguard these systems keep designing away: a person with the authority to look at a real life, say the data is wrong, and be accountable for what happens next. The human override.
What sets this book apart is where it is written from. The landmark books on algorithmic harm were written from inside the wealthy nations that build these systems. The Human Override turns the lens on the Global South, on development finance, and on the communities these institutions exist to serve. It is rigorous, researched across many countries, and unflinching about algorithmic bias, accountability, and the quiet arrival of digital colonialism in the machinery of aid. Yet it is not a book of despair. It is a clear-eyed and ultimately hopeful case for building systems that serve the vulnerable instead of failing them in their name.
This is a book for anyone who works near a decision that a machine now makes about someone who cannot opt out: in development finance, government, humanitarian work, policy, and any institution that holds power over a life. Read it.
Because the real test of artificial intelligence was never how well it serves those with the most. It is how it treats those with the least.
Dr Nkembuh Natalie is an AI researcher and strategic communications specialist. She holds a PhD in Corporate and Strategic Communication Technology and a DBA in Strategic Management and Artificial Intelligence from the European International University, Paris.
Also from
Natalie, Nkembuh
Secrets to Attracting the Right Audience: From Audience Mastery to Communication Strategy
Natalie, Nkembuh
Paperback
The Art of Becoming an Effective Communicator: Mastering communication in a Digital Age
Natalie, Nkembuh
Paperback
Also in
Business General
Crucial Conversations Tools for Talking When Stakes Are High, Second Edition
Switzler, Al
Grenny, Joseph
Patterson, Kerry
Paperback
The Pig and I: The Tale of Our Relationship with a Beast We Eat
Endresen, Kristoffer Hattleland
Hardcover
Inspired: Understanding Creativity: A Journey Through Art, Science, and the Soul
Richtel, Matt
Hardcover
Quiet Girls Can Run the World: Owning Your Power When You're Not the Alpha in the Room
Holman, Rebecca
Paperback
Inclusive Conversations: Fostering Equity, Empathy, and Belonging Across Differences
Winters, Mary-Frances
Paperback
Disney's Land: Walt Disney and the Invention of the Amusement Park That Changed the World
Richard Snow
Hardcover
Climb: Taking Every Step with Conviction, Courage, and Calculated Risk to Achieve a Thriving Career and a Successful Life
Brown, Carolyn M.
Gadsden-Williams, Michelle
Paperback
The Token: Common Sense Ideas for Increasing Diversity in Your Organization
Farmer, Crystal Byrd
Paperback
Paris Chic & Trendy: Designers' Studios, Hip Boutiques, Vintage Shops
Ribes-Tiphaine, Adrienne
Paperback
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking about
Robbins, Sawyer
Robbins, Mel
Hardcover
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
Guidara, Will
Hardcover
Hbr's 10 Must Reads on Managing Yourself, Updated and Expanded (Featuring How Will You Measure Your Life? by Clayton M. Christensen)
Drucker, Peter F.
Gallo, Amy
Review, Harvard Business
Paperback
The Risk Worth Taking: A Story of Breaking Free and Trading for a Life You Love
Ijeoma, Teri
Hardcover
Focused & Fearless Leadership: Preventing the Crisis Before It Starts
Overton, Melissa Godwin
Paperback
The Retire Sooner Method: The 5 Secrets Behind America's Happiest (and Unhappiest) Retirees
Moss, Wes
Hardcover
1873: The Rothschilds, the First Great Depression, and the Making of the Modern World
Ahamed, Liaquat
Hardcover
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)
Gervais, Michael
Duckworth, Angela L.
Review, Harvard Business
Paperback
The Goal: 40th Anniversary Edition: A Process of Ongoing Improvement
Cox, Jeff
Goldratt, Eliyahu M.
Paperback
Take Breaks, Work Better: Measure Impact, Not Hours, and Transform Your Profitability
Briggs, John
Paperback
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
Crucial Conversations: Tools for Talking When Stakes Are High
Patterson, Kerry
Grenny, Joseph
McMillan, Ron
Paperback
How We Could: The Framework to Lead Without Drama, Build Alignment, and Call Teams to Greatness
Dorr, Alex
Hardcover
Hbr's 10 Must Reads on Leadership, Updated and Expanded (Featuring Begin with Trust by Frances X. Frei and Anne Morriss)
Edmondson, Amy C.
Ibarra, Herminia
Review, Harvard Business
Paperback
The Everywhere Millionaire: Who Is Really Rich in America and How They Got There
Zidar, Owen
Zwick, Eric
Hardcover
Money Unlocked: How to Make It, Keep It and Multiply It: The New York Times Bestseller
Lee, John
Paperback
The Freedom-Based Business Method: Reset, Systemize, and Realign Your Business to Live a Life of Harmony
Ellis, Natalie
Hardcover
The Daily Stoic: 366 Meditations on Wisdom, Perseverance, and the Art of Living
Holiday, Ryan
Hanselman, Stephen
Hardcover
Surrender to Lead: The Counterintuitive Approach to Driving Extraordinary Results
Terry, Joe
Kriegel, Jessica
Hardcover
The Courage to Commit: Embrace the Radical Power of Sticking with Something
Johnson, Shawn
East, Andrew
Hardcover
A Guide to the Project Management Body of Knowledge (Pmbok(r) Guide) -- Eighth Edition and the Standard for Project Management
Project Management Institute
Paperback
Who Moved My Cheese?: An A-Mazing Way to Deal with Change in Your Work and in Your Life
Johnson, Spencer
Hardcover
The Infinity Machine: Demis Hassabis, Deepmind, and the Quest for Superintelligence
Mallaby, Sebastian
Hardcover
Conversation: How to Connect with Anyone & Make Every Interaction Count
Van Edwards, Vanessa
Hardcover
The Mom Test: How to talk to customers & learn if your business is a good idea when everyone is lying to you
Fitzpatrick, Rob
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J., PH. D.
Danko, William D., PH. D.
Paperback
Dummies Guide to Starting Your Own Business: Essential Steps to Launching and Scaling a Successful Small Business Venture
Press, Essywrites
Paperback
7-Figure Educator: Turn Your Experience as an Educator Into Income, Impact, and Freedom
Jordan-Thomas, Erica
Paperback
Get Scalable: The Operating System Your Business Needs To Run and Scale Without You
Deiss, Ryan
Paperback
Confidence (HBR Emotional Intelligence Series)
Review, Harvard Business
Kanter, Rosabeth Moss
Chamorro-Premuzic, Tomas
Paperback
The Coaching Habit: Say Less, Ask More, and Change the Way You Lead Forever
Stanier, Michael Bungay
Paperback
What the Heck Is Eos?: A Complete Guide for Employees in Companies Running on EOS
Wickman, Gino
Bouwer, Tom
Hardcover
Never Split the Difference: Negotiating as If Your Life Depended on It
Voss, Chris
Raz, Tahl
Hardcover
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
Twenty Minutes Is the New Hour: The Ambitious Woman's Guide to Doing Less and Achieving More
Hauser, Fran
Hardcover
The Overthinker's Guide to Making Decisions: How to Make Decisions Without Losing Your Mind
Nguyen, Joseph
Hardcover
Stop Asking for Referrals: Build a Magnetic Business Through Intentional Care & Real Relationships
McNally, Flor de Maria
Paperback
Hábitos Atómicos: Cambios Pequeños, Resultados Extraordinarios / Atomic Habits
Clear, James
Paperback
The Eureka Machine: Why AI Is the Key to Unlocking a New Era of Scientific Discoveries
Socher, Richard
Hardcover
Mindful Listening (HBR Emotional Intelligence Series)
Hougaard, Rasmus
Zenger, Jack
Review, Harvard Business
Paperback
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
Atlas of the Heart: Mapping Meaningful Connection and the Language of Human Experience
Brown, Brené
Hardcover
Influence and Persuasion (HBR Emotional Intelligence Series)
Review, Harvard Business
Morgan, Nick
Cialdini, Robert B.
Paperback
A Little More Social: How Small Choices Create Unexpected Happiness, Health, and Connection
Epley, Nicholas
Hardcover
Building Great Businesses: Create Momentum, Overcome Setbacks, and Scale with Confidence
Becker, Scott
Hardcover
Money to Burn: The Unvarnished Truth about Leon Black, Apollo, and the Rise of a New Wall Street
Cohan, William D.
Hardcover
Crucial Accountability: Proven Skills to Build Trust, Address Disappointment, and Get Results, Third Edition
Grenny, Joseph
Hale, Justin
Patterson, Kerry
Hardcover
Happiness (HBR Emotional Intelligence Series)
McKee, Annie
Gilbert, Daniel
Review, Harvard Business
Paperback
Power and Impact (HBR Emotional Intelligence Series)
Review, Harvard Business
Cable, Dan
Bregman, Peter
Paperback
Getting to Yes: Negotiating Agreement Without Giving in
Fisher, Roger
Ury, William
Patton, Bruce
Paperback
Mindfulness (HBR Emotional Intelligence Series)
Review, Harvard Business
Langer, Ellen
Goleman, Daniel
Paperback
The Algorithm: The Hypergrowth Formula That Transformed Tesla, Lululemon, General Motors, and Spacex
McNeill, Jon
Hardcover
How to Work with Complicated People: Strategies for Effective Collaboration with (Nearly) Anyone
Leak, Ryan
Hardcover
No Experience Necessary: Why Betting on Yourself in Your Twenties Is the Best Decision You'll Ever Make
Harary, Ronnen
Hardcover
From Operator to Owner: The Entrepreneur's Guide to Running a Business That Doesn't Run You
Landry, Liz
Hardcover
The Way of Excellence: A Guide to True Greatness and Deep Satisfaction in a Chaotic World
Stulberg, Brad
Hardcover
Hbr's 10 Must Reads on Strategy, Updated and Expanded (Featuring the Five Competitive Forces That Shape Strategy by Michael E. Porter)
Porter, Michael E.
Kim, W. Chan
Review, Harvard Business
Paperback
Feedback That Works: How to Build and Deliver Your Message, Second Edition
Center for Creative Leadership
Paperback
Take It Personal: How to Succeed by Building Relationships and Playing the Long Game
Grutman, David
Hardcover
The Phoenix Project: A Novel about It, Devops, and Helping Your Business Win
Spafford, George
Kim, Gene
Behr, Kevin
Paperback