Public Sample - Standard · 3R · 2A - Close call
Is abolishing the death penalty really justified?
Should the death penalty really be abolished?
A representative sample for a topic that cannot be settled by moral judgment alone.
A representative 3R sample that goes beyond moral intuition and separates deterrence, wrongful-conviction risk, and the limits of state power.
The death penalty is easy to judge on values alone. This sample shows how empirical claims and institutional risk collide across the debate.
Featured Sample - Standard · 3R · 2A - Close call
Is moving to a senior role at a large company more rational than founding a startup?
For a late-30s developer, is moving to a senior role at a large company more rational than founding a startup?
A career decision sample where the strongest answer depends on personal constraints, not slogans.
A representative 3R career-decision sample where the debate moves beyond the romance of entrepreneurship and compares risk-adjusted return, failure cost, and opportunity cost.
Use this sample to see how 3R pressure changes a broad life decision into conditional trade-offs.
Public Sample - Light · 2R · 2A - Close call
Are long-context models better than RAG?
For LLM services, will long-context model usage be better than RAG in the long run?
A quick technical-decision sample for comparing retrieval and long-context strategies.
A technical strategy sample that quickly compares the core trade-offs between long-context models and RAG.
Good for seeing what Light 2R captures and what it leaves out.
Public Sample - Standard · 3R · 2A - Opposition stronger
Is basic income the answer to AI automation?
Is basic income the answer to AI automation?
A policy sample where feasibility pressure matters more than initial appeal.
A policy sample where the appeal of the idea is tested against fiscal sustainability, labor incentives, and compatibility with existing welfare systems.
A useful opposition-stronger sample: the idea looks attractive at first, but implementation constraints push back hard.
Comparison Sample - Standard · 2R · 2A - Pro side stronger
Is moving to a senior role at a large company more rational than founding a startup?
For a late-30s developer, is moving to a senior role at a large company more rational than founding a startup?
A career-decision comparison sample for seeing what Standard 2R can settle quickly.
A shorter Standard 2R career-decision sample that quickly separates average rationality from personal exceptions.
Useful for comparing how much 2R can decide before adding another round.
Comparison Sample - Light · 3R · 2A - Close call
Are long-context models better than RAG?
For LLM services, will long-context model usage be better than RAG in the long run?
A low-cost deepening sample for comparing retrieval versus long-context architecture.
A Light 3R technical sample where retrieval failure, long-context cost, and system-design trade-offs become more visible than in Light 2R.
Useful for comparing what one additional round adds.
Public Sample - Standard · 3R · 2A - Close call
Will AGI structurally replace human labor within 10 years?
Will AGI structurally replace the human labor market within 10 years?
A future prediction sample that separates technical possibility from market-level replacement.
A future-forecasting sample that pressures not only technical capability, but also enterprise adoption speed, cost structure, and job decomposition.
Useful for seeing why automation potential and labor-market replacement are not the same claim.
Public Sample - Standard · 3R · 2A - Close call
Should AI-generated content be legally required to carry a label?
Should AI-generated content be legally required to be labeled?
A policy sample for seeing where AI-labeling regulation becomes hard to implement.
A regulation sample where freedom of expression, consumer protection, and enforcement feasibility collide.
Useful for reading the gap between neutral information disclosure and overbroad regulation.