Criticality began with an attractive abundance problem: generate a stream of project ideas and present them in a feed so builders never run out of things to make. It was stopped when abundance became the problem rather than the solution.
The project takes the form of a TikTok-style feed of generated project ideas, now retained mainly as a record of why unconstrained ideation can become a slop generator. Its purpose is to preserve the lesson from an idea generator that began producing volume more readily than value.
The question behind Criticality / IdeaGenerator
An idea can sound novel without identifying a real beneficiary, a verified need, or a path to evidence. As the feed produced more polished concepts, it began to resemble a slop generator for a small audience instead of an engine for useful work. Open-source contributors and learners were the intended audience. They lose time when polished ideas are detached from real people and evidence.
How Criticality / IdeaGenerator took shape
The partial product explored AI-generated prompts, a feed interaction, and lightweight evaluation. Josiah's most important contribution was deciding not to confuse output volume with value and reframing the underlying opportunity. Josiah originated the product, evaluated its outputs, recognized the quality failure, and reframed the underlying opportunity.
What the evidence supports
A partial project exists; it was intentionally stopped before becoming a meaningful product. A stronger successor would send agents toward reality: investigate problems experienced by actual people, publish only a few opportunities, and attach sources, constraints, beneficiaries, and a falsifiable first step. The archived project records why grounding must precede ideation.
Generated novelty is not demonstrated usefulness, and an endless feed can optimize for engagement rather than impact. A worthwhile successor would be a daily public-good research agent whose proposals identify a beneficiary, evidence, constraints, and a falsifiable first step.