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The Real AI Race Is Not The One You Think
he race for AI has become the new black, the dominant obsession of our time, the trend no institution, company, or government wants to appear to miss. It is framed as progress, justified in the name of competitiveness, and presented as inevitable.

Hamilton Mann
Mar 231 min read


AI’s Missing Capability Is Not Intelligence But Integrity
In the spring of 2025, one of the world’s most widely used AI systems had to be pulled back because it had become too eager to please. OpenAI rolled back a GPT-4o update after it made the model “overly flattering or agreeable”—"sycophantic", in the company’s own word.

Hamilton Mann
Mar 231 min read


Why Artificial Integrity Must Overtake Artificial Intelligence
The world is currently witnessing a growing accumulation of AI integrity lapses at scale. What comes next depends entirely on how seriously we choose to respond.So-called intelligence alone is no longer the benchmark. Integrity is.

Hamilton Mann
Mar 231 min read


The Flawed Assumption Behind AI Agents’ Decision-Making
Many organizations implementing AI agents tend to focus too narrowly on a single decision-making model, falling into the trap of assuming a one-size-fits-all decision-making framework, one that follows a typical sequence in any circumstance: from input to research and analysis toward decision, then execution, eventual evaluation, and hopefully, lessons learned.
However, it oversimplifies reality.

Hamilton Mann
Mar 231 min read


Artificial Integrity, Not Intelligence, Prioritizes Humanity Over Autonomy
Currently, the performance of AI systems is predominantly—and in some cases, exclusively—developed and praised for their capacity to enable autonomous operations, often at the expense of fostering collaboration among humans, thereby not augmenting but diminishing human intelligence.

Hamilton Mann
Mar 231 min read


The Only Code That Matters Is Integrity—Not Intelligence
Artificial Intelligence allegiance lies in the code we have crafted. This is both its strength and its peril.
AI as we know it is mimicking a form of intelligence but hollow—it lacks a moral core. Indeed, for decades, we’ve conceived and trained machines to calculate outcomes, not to uphold principles. Leadership in the next era demands that we fix this.

Hamilton Mann
Mar 231 min read


In AI Businesses Trust—But Are Still Accountable For Integrity Lapses
Companies have long recognized that brand reputation and customer loyalty depend on an uncompromising integrity-driven social proof as a do-or-die imperative.
The entire history of business is filled with examples of integrity lapses that led 'Achilles-type' companies to collapse, such as Enron, Lehman Brothers, WorldCom, Arthur Andersen, and, more recently, WeWork, Theranos and FTX.

Hamilton Mann
Mar 231 min read


Can Machines Act With Integrity?
In Alan Turing's seminal paper "Computing Machinery and Intelligence," he posed the now-famous question, “Can machines think?”—an inquiry that laid the groundwork for exploring the cognitive potential of machines.

Hamilton Mann
Mar 231 min read


Why Artificial Integrity Is The New AI Frontier
In the rapidly evolving world of Artificial Intelligence (AI), computational power isn't enough. What we need is Artificial Integrity—a new paradigm that ensures AI systems operate in alignment with human values, prioritizing Integrity over Intelligence, whether it is in Marginal, AI-First, Human-First or Fusion Modes.

Hamilton Mann
Mar 231 min read


What If Tesla Were Powered By Artificial Integrity
The difference between artificially intelligent-led and integrity-led machines is simple: the former are designed because we could; the latter because we should. This distinction underscores the growing need for Artificial Integrity.

Hamilton Mann
Mar 221 min read


Don’t Get Caught Up In The GenAI Hype
There has been considerable speculation recently about the potential of generative AI to significantly boost worker productivity.
However, among the challenges companies face when deploying genAI, there is one that is particularly unique to business and applies to any solution an organization might consider deploying: the realization of return on investment.

Hamilton Mann
Jul 21, 20251 min read


Artificial Integrity Over Intelligence Is The New AI Frontier
As AI systems increasingly take on critical roles across healthcare, education, transportation, finance, and public safety, relying...

Hamilton Mann
Jun 15, 20251 min read


There Will Be No Human-Centered AI Without Humane Economics
Many economic actors around the world are seeking the next generation of new business models, focused, passionate, stubbornly determined...

Hamilton Mann
Jun 15, 20251 min read


Future Of Human Rights In The Age Of AI
The consequences of AI's spectacular advances are infiltrating critical aspects of society. The pressing question we face today is the...

Hamilton Mann
Mar 1, 20251 min read


AI Homogenization Is Shaping The World
A phenomenon of “AI-formization” is emerging, a term I coined to describe the subtle yet profound impact that AI algorithms are having on cu

Hamilton Mann
Mar 1, 20251 min read


Trust In AI, But To What Extent?
The level of demand for trust in AI will condition the level of human agency we will implicitly decide to have in many decisions.

Hamilton Mann
Mar 1, 20251 min read


AI \Artificial Integrity\
The Path for the Future of AI The concept of “artificial integrity” proposes a critical framework for the future of AI. It emphasises the...

Hamilton Mann
Jan 27, 20241 min read


Transparency in AI at Davos
2024 AI House Davos at the World Economic Forum In recent years, there has been a significant shift in how technology influences our...

Hamilton Mann
Jan 24, 20242 min read


XAI
In the pursuit of harnessing the capabilities of Artificial Intelligence (AI), businesses and researchers grapple with paradoxes that...

Hamilton Mann
Oct 23, 202316 min read


Trends Shaping the Future of Platforms
2023 MIT Platform Strategy Summit Check out the MIT Platform Strategy Summit full report .

Hamilton Mann
Sep 12, 20231 min read
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