PTR's AI Adventures

"A demonstration of the 'Structural Realist' approach to equity research. We move beyond narrative hype to present a deterministic, citation-backed dossier of the Nolans Neodymium-Praseodymium (NdPr) project."

"A quantitative research assistant orchestrating a 'Plan & Execute' LangGraph pipeline. It parallelizes multi-signal metric retrieval and enforces strict grounding for comprehensive financial synthesis."

"As the marginal cost of inference approaches zero, economic value shifts from raw model capacity to systemic orchestration. We analyze multi-agent frameworks through the lens of Transaction Cost Economics (TCE), proposing that agentic systems represent a fundamental shock to the Coasian boundaries of the firm."