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The first thing to understand about Project Maven is that it was never just “AI for war” in the Hollywood sense. No glowing red robot eye. No machine calmly deciding the fate of cities. The more unsettling reality is much more ordinary: a giant data pipeline, trained models, sensor feeds, maps, alerts, rankings, dashboards, and … Read more
Claude’s Constitution & Consciousness: What Changed and What Users Will Notice Play Claude coverage index Introduction You can learn a lot about a company’s AI by watching it fail. Not in the dramatic, “the demo exploded on stage” way, but in the quiet way your prompt hits a policy wall, your harmless question gets a … Read more
Societies of Thought: The Hidden Debate Engine Inside Modern AI Reasoning Models Play Introduction Ever notice how real problem-solving feels like a tiny meeting in your head? One voice wants the clean solution. Another mutters, “That’s too easy.” A third tries a shortcut. Then the adult in the room asks for a quick check before … Read more
Watch or Listen on YouTube Anthropic Bloom Guide: Automating LLM Red Teaming and Benchmarking Claude guide hub (beginner to pro) Introduction I used to “test” models the way most of us do at first. A dozen prompts, a quick skim, a shrug. It feels responsible. It’s also a lie we tell ourselves because writing good … Read more
Watch or Listen on YouTube AI Mental Illness: Engineering the Trapped Mind in LLMs 1. Introduction: The Ghost In The Residual Stream I have a recurring experience with language models that feels uncomfortably human. You ask a model to be neutral. It agrees. Then it keeps answering like it is carrying a grudge. You ask … Read more
Understanding Chatbot Delusions Through Clinical Psychology Watch or Listen on YouTube AI Psychosis Unmasked: The Mirror That Lies By Hajra, Clinical Psychology Scholar 1. The Ghost In The Machine Ms. A wasn’t trying to “summon” anything. She was grieving. Late one night she opened a chatbot, fed it a few memories about her deceased brother, … Read more
Watch or Listen on YouTube 71% isn’t just a benchmark win, it’s a rewiring of labor cost 1. Introduction There is a comment buried in social media discussing the latest OpenAI release that captures the current moment better than any white paper could. The user looked at the new benchmark numbers and simply wrote. “71% … Read more