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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 Machines Aren’t Intelligent
OpenAI has announced that its latest experimental reasoning LLM, referred to internally as the “IMO gold LLM”, has achieved gold‑medal level performance at the 2025 International Mathematical Olympiad (IMO).
Unlike specialized systems like DeepMind’s AlphaGeometry, this is a reasoning LLM, built with reinforcement learning and scaled inference, not a math-only engine.

Hamilton Mann
Mar 231 min read


Why You Shouldn’t Be Replaced By AI, Even By Someone Using It
We've been told that being knowledgeable and focused on everything we are trying to achieve is a prerequisite for success.
That is a misconception for human intelligence and paradoxically a must-have for artificial intelligence (AI).

Hamilton Mann
Mar 231 min read


Generative AI Is The New Persuasion Edge
Persuasion has no dark side. Only the intentions of those who wield it do, and GenAI is not inherently endowed with such intentions, neither for itself nor by itself.

Hamilton Mann
Sep 28, 20251 min read


As Life And Modern Democracies Hang By A Click, So Does The Hypervasive AI Influence
We spend our time clicking for much of our lives. Each of these clicks, while seemingly benign, collectively feeds into a vast digital ecosystem in which our preferences and behaviors are not only recorded, but analyzed and used to influence our decisions at an unprecedented scale.

Hamilton Mann
Jun 15, 20251 min read


Why Digital For Good Matters
Digital for Good is about acknowledging the paradoxes posed by technology to address both its benefit and its unsustainable nature for the w

Hamilton Mann
Mar 1, 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


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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