The assassination of President John F. Kennedy on November 22, 1963, remains one of the most analyzed and debated events in modern history. Decades later, advances in artificial intelligence are reshaping how such events are studied—bringing new tools to old questions, while also challenging how we interpret evidence, uncertainty, and conspiracy. Reconstructing the Shooting with AI In 1963...
THE NEW JACKAL: AI AGENTS
In Frederick Forsyth’s The Day of the Jackal, the tension comes not from chaos, but from precision. The Jackal is methodical, patient, and almost invisible—an operator who thrives on planning, anonymity, and exploiting systemic blind spots. Now imagine that story rewritten in the age of AI agents. Not bigger explosions. Not louder drama. Just quieter, faster, and far more unsettling intelligence...
SHOOTING THE AI MISMATCH & UX MISREPRESENTATION
As artificial intelligence continues to evolve and embed itself deeper into digital products, decision systems, and user interfaces, a growing tension becomes increasingly visible—a subtle but persistent misalignment between how systems interpret human behavior and how humans actually experience, express, and evolve their own intentions over time, resulting in what can be defined as AI mismatch...
LOOKING AT OVER-CALIBRATION IN AI
Artificial intelligence is often celebrated for its increasing ability to learn from data, adapt to behavior, and deliver highly personalized outcomes, but as these systems become more refined and tightly aligned with observed patterns, a subtle yet critical issue begins to emerge—one where the very strength of AI, its precision, gradually transforms into a limitation that distorts rather than...
COC HILARITY IN THE AGE OF PERSONALIZATION
In the age of hyper-personalization, digital systems are no longer static tools—they are adaptive environments, constantly reshaping themselves around each user. Content, interfaces, recommendations, and even tone of communication are dynamically adjusted based on behavior, preferences, and context. But as personalization becomes more precise, something unexpected begins to emerge: COC hilarity —...
FUNDATION OVERRIDE, OVEREXPOSURE AND BEHAVIOR TRANSPARENCY
As artificial intelligence becomes more embedded in decision-making, guidance systems, and behavioral interfaces, two critical concepts are emerging as pillars of responsible design: foundation override and behavior transparency. Together, they define whether users remain in control of intelligent systems—or become quietly shaped by them. The Problem Beneath Intelligence Modern AI systems do more...
REVERSIBILITY, UX REGULATION, AND NAVIGATION SISTEMS
As digital systems grow more intelligent and influential, the way users interact with them is changing. Interfaces no longer just present options—they guide decisions, shape behavior, and sometimes even anticipate intent. In this evolving landscape, three concepts are becoming essential to responsible and effective design: Reversibility, regulation, and navigation. Together, they define whether a...
ETHICAL SUGGESTIONS AND BI-GOVERNANCE
As artificial intelligence becomes more embedded in everyday decision-making, the nature of influence is changing. AI systems no longer simply execute commands—they suggest, guide, filter, and shape human behavior in subtle but powerful ways. This raises a fundamental question: Who governs the influence of AI—and how? The answer is evolving toward a new model: AI bi-governance, where both the...
LIMITATIONS, DISRUPTIONS, AND AI UNUSUAL SYMMETRIES
Artificial intelligence is often framed as a story of acceleration—more data, more compute, more capability. Yet beneath this rapid progress lies a more complex reality shaped by limitations, punctuated by disruptions, and increasingly influenced by unusual symmetries in how systems learn, adapt, and behave. To understand where AI is going, we must look beyond performance benchmarks and examine...
EVALUATION OF NANO-ELECTRIC POWER AND QUASICRYSTALS
As the demand for more efficient, compact, and sustainable energy solutions grows, researchers are increasingly turning to the nanoscale. Two areas attracting significant attention are nano-electric power systems and quasicrystalline materials. While they originate from different scientific domains—energy generation and material structure—they intersect in promising ways that could redefine how...
