Predicting the Rational // LABS

PTR's AI Adventures

A repository of fun and some learnings.

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

[Build][Live]

"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."

[Theory][Peer Review]