The Real “Terminator” Risk Is Not Robots — It Is AI Without Human Accountability The popular image of the “Terminator” is a killer robot. But the deeper danger is not […]
Why Ordered Semicategory Actions May Be a Bottleneck Topic for Science
Ordered semicategory actions are not merely a narrow technical construction. They may be a missing algebraic language for organizing large parts of general topology, abstract spaces, continuity-like structures, and mathematical […]
AI Internet-Meritocracy as a SaaS Product: Solving the Pain of Science Funding
The Pain: Science Funding Is Too Slow, Too Political, and Too Bureaucratic Modern science has a serious funding problem. The pain is not only that there is “not enough money.” […]
Why Global Good Needs More Than Tit-for-Tat “Altruism”
Many people assume that altruism means simple reciprocity: “I help you, then you help me.” This is often called tit-for-tat cooperation. It works in many ordinary situations: friendship, business, local […]
Power, Merit, Money, and the AIIM Model
Two Modes of Hierarchy: Power and Merit Every society contains at least two overlapping hierarchies: Hierarchy of Power This hierarchy answers the question: “Who can make decisions that affect others?” […]
Common Good, Collaboration, Morality, and Altruism Are Mathematical Phenomena
Many people speak about morality, altruism, and cooperation as if they were merely subjective preferences. Yet modern mathematics, economics, evolutionary theory, and game theory repeatedly demonstrate that these concepts can […]
Why AI Internet-Meritocracy (AIIM) Is Important for the Green and Generative Economy
AIIM and the Future of Sustainable Prosperity The transition toward a green economy and a generative economy requires more than technological breakthroughs. It also requires a better system for identifying, […]
Why AI Internet-Meritocracy (AIIM) Is Likely to Become the Greatest Science Collaboration Project Ever
A New Model for Global Scientific Cooperation Scientific progress increasingly depends on large-scale collaboration. Modern discoveries often require experts from different disciplines, countries, and institutions to work together. Yet today’s […]
Current Scientific Research, AIIM, and the USSR: Similarities, Differences, and Effectiveness
Modern science is not a free market of ideas. It is a managed system of institutions, journals, universities, grant agencies, ministries, rankings, and peer-review committees. In this sense, the current […]
How Universities and Science Ministries May Resist AI Internet-Meritocracy (AIIM)
Why Resistance to AIIM Should Be Expected Any proposal that changes how money, prestige, and authority are distributed is likely to face resistance. AI Internet-Meritocracy (AIIM) proposes a significant shift: […]
