Reflections
What 81,000 People Want from Artificial Intelligence
The largest qualitative study ever conducted: Anthropic interviews half the world to understand real hopes, fears, and expectations about AI.
Reflections
What changes for people, work and society when AI comes into play.
10 articles
Reflections
The Invisible Highways of AI
Why Data Centers are the True Strategic Infrastructure of the 21st Century
Reflections
2026: The Year of Artificial Intelligence Consolidation
The Global AI Report by NTT DATA reveals a clear picture: experimentation gives way to the creation of measurable value.
Reflections
The dead internet is becoming a reality
If half of web traffic is generated by bots and content is produced en masse by AI, those working with artificial intelligence have only one path: to stand out from the noise.
Reflections
Frozen in time
What if a superintelligent coding AI had emerged in 2012 and declared jQuery and PHP “good enough” for all time? In this alternate history, the web never evolves. No React, no component paradigms, no open-source renaissance: only a perfect stagnation masked by machine efficiency. This essay explores how AI, when trained only to imitate the past, can freeze the future. And it asks a chilling question: what if that future isn’t fiction, but our present unfolding in slow motion?
Reflections
The Deception of "Necessary Fatigue"
Between ideological rejection and blind automation, the real distinction lies in directing technology instead of being replaced: history, method, and awareness in the use of artificial intelligence.
Reflections
What Makes Intelligence Intelligent?
Beyond pattern matching and statistical correlation—exploring what distinguishes true intelligence from sophisticated computation, and why the question matters for how we build AI.
Reflections
Teaching AI, Not Using It
Why my students implement backpropagation by hand, build neural networks from NumPy, and learn to architect systems instead of calling APIs.
Reflections
AI, Creativity, and the Role of Constraints
Creativity doesn't emerge from unlimited freedom—it emerges from intelligent navigation of constraints. What this means for building AI systems that generate novel solutions.