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Dollhouse Dollar Store: An Open-Source Retail Idea for Sellers and Manufacturers

Dollhouse Dollar Store An Open-Source Retail Idea for Sellers and Manufacturers John Stephen Swygert   October 27, 2026 The Cheapest Ounce Is Not Always the Best Bargain For generations, consumers have been taught that buying bigger packages saves money. Retailers advertise lower prices per ounce, per pound, and per unit as proof of value. But there is a missing variable in that arithmetic: how much of the product will actually be used? A large bottle of dressing is not a bargain when most of it sits in the refrigerator until it is unappealing or discarded. The real measure of economy is not how much we purchase, but how much useful value we receive from what we purchase. Dollhouse Dollar Store is an open-source retail concept built on a simple reversal: sell practical, smaller quantities of everyday goods at accessible upfront prices, so shoppers can buy more different things, use them while fresh, carry them easily, store them comfortably, and waste less. The idea is offered...
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From Effective Intelligence to Cognitive Development and Collaborative Divergence: An Integrated, Testable Research Framework for LLM-Assisted Growth, Human Steering, and Path-Dependent Outcomes

From Effective Intelligence to Cognitive Development and Collaborative Divergence An Integrated, Testable Research Framework for LLM-Assisted Growth, Human Steering, and Path-Dependent Outcomes John Swygert  |  Version 4 — Final Publication Draft  |  26 October 2026 Status: scientific hypotheses and proposed research protocols; no original experimental findings or validated EIQ scale are claimed. Abstract Large language models (LLMs) can change the performance of a human–AI team without necessarily changing the unaided cognitive ability of the human participant. This paper distinguishes baseline psychometric IQ, assisted effective intellectual performance (EIQ), durable unaided cognitive change, and collaborative divergence: the possibility that users with different baseline abilities follow different intellectual trajectories while using the same model. It preserves the original four hypotheses and randomized instructional study, and adds a complementary controlled ...
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