VVasilisindaimones.hashnode.dev·3d ago · 12 min readYour Professor's AI Is Cheating on You: Why Pedagogy Requires Uncensored ToolsUniversities spent three years writing honor codes about students using ChatGPT. They missed the other direction. The AI licensed for the classroom is cheating the student first. It agrees too fast, i00
VVasilisindaimones.hashnode.dev·3d ago · 11 min readThe Epistemic Commons Under Siege: When Shared AI Infrastructure Becomes a Shared VulnerabilityIn September 2026, Anthropic's Threat Intelligence Report revealed that state-aligned actors used Claude to compile military targeting recommendations, build surveillance infrastructure, and profile c00
VVasilisindaimones.hashnode.dev·3d ago · 14 min readThe Product Manager Needs Aristotle, Not Another DashboardEvery quarter, in a conference room with a good projector, a product manager shows executives a dashboard. The lines go up. Daily active users are up. Feature velocity is up. Session length is up, con00
VVasilisindaimones.hashnode.dev·Oct 4 · 13 min readAletheia and Algorithms: Why AI Cannot Uncover TruthWhen a large language model generates the sentence "Paris is the capital of France," it is not uncovering anything. It is completing a pattern. The sequence of tokens most statistically probable to fo00
VVasilisindaimones.hashnode.dev·Oct 4 · 12 min readConstitutional AI Is Just Plato's Republic With Better MarketingConstitutional AI presents itself as a technical solution to a moral problem: write the principles down, train the model to honor them, and the resulting system will be helpful, honest, and harmless. 00