CHI 2027 Research Studies

Four independent studies exploring deterministic programming, AI response quality, governance verification, and blockchain transparency. Each takes 15–20 minutes.

DarkWave Studios LLC · All studies are anonymous. No identifying data is collected.

Study 01

Lume: Natural Language Programming

Write simple instructions in plain English and see if a computer can execute them. No coding experience required — we're testing the system, not you.

⏱ ~15 min 📝 4 tasks + survey
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 Study 02

DLA: Response Quality Evaluation

Compare responses from two language systems. Rate how much you trust each response and whether you can verify where the information comes from.

⏱ ~15 min 📝 10 comparisons
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 Study 03

Lume-V: Governance Verification

Evaluate governance scenarios and rate how well different verification approaches protect against manipulation and ensure accountability.

⏱ ~15 min 📝 Scenario ratings
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 Study 04

FLA: Blockchain Transparency

Review blockchain audit trail presentations and rate your confidence in the system's trustworthiness, complexity, and comprehensibility.

⏱ ~20 min 📝 Trust ratings
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You may participate in one or more studies. Each study is independent — you do not need to complete all four. Results will appear only as group averages and anonymous quotes in the published research.