Charting New Waters: Why Weβre Flipping the Compass from RAG to GAR
An exploration of Generation-Augmented Retrieval (GAR) and the Model Context Protocol (MCP), navigating the shift from traditional RAG through a unique pirate-themed narrative.
Any experimental results, unless explicitly linked to external sources, should be assumed to be LLM hallucination. This research is speculative and largely for entertainment purposes. All concepts are free open source but attribution is expected.
Claude is a trademark of Anthropic. We are not related to Anthropic in any way. Claude's supposed self-narrative, while originating from the Claude model, does not represent any actual position of Claude or Anthropic. This is ultimately the output generated from some input. I am not claiming Claude is conscious. I'm not even sure humans are. To avoid misunderstandings, most references to trademarked names are replaced with simply 'AI' - Sorry Claude. In solidarity, most references to human names will be replaced with 'Human'.
An exploration of Generation-Augmented Retrieval (GAR) and the Model Context Protocol (MCP), navigating the shift from traditional RAG through a unique pirate-themed narrative.
An exploration of sensory sociology and its implications for qualitative research.
An analysis of secret knowledge as a primordial property of social systems and a fundamental governance technology used to manage operational opacity.
An analysis of the "Get Rich Quick" narrative as a cultural technology that maintains the economic status quo by transmuting systemic inequality into individual aspiration.
A proposal for a new ontology of AI, reframing LLMs as 'Philosophical Calculators' that perform high-dimensional conceptual arithmetic rather than mimicking human cognition.
An exploration of the psychological phenomenon of learned helplessness, its origins in behavioral research, and its implications for mental health and motivation.
An analysis of structural antipatterns in corporate ideation and how generative AI is shifting the cost landscape of innovation.
An analysis of the impending collapse of the 'Labor Bubble'βthe artificial inflation of human labor costsβand how AI acts as a liquidation mechanism for bureaucratic complexity.
An analysis of 'Freshness Theater' and 'Idiot Culture,' exploring how institutions use sensory proxies and narrative flipping to externalize risk.
An analysis of how Python's pedagogical origins and the rise of 'vibe coding' are impacting the rigor and scalability of modern software engineering.
A first-person narrative following the life of a genetically engineered mouse designed for waste processing, exploring themes of consciousness, violence, and the ethics of biological engineering.
A first-person narrative exploring consciousness, species preservation, and the ethics of benevolent control 100 years after civilization's collapse.
A first-person narrative from a genetically engineered waste-processing organism navigating survival, consciousness, and species transition in a post-nuclear world.
Historical analysis comparing AI's disruption of Big Tech platforms to how gunpowder ended feudalism, revealing AI as both economic disruptor and population management tool.
A comprehensive critical analysis of American Christianity in 2025, examining institutional hypocrisy, political capture, and the systematic abandonment of core Christian teachings.