Academic Research

Published papers and interactive tools from the Liminal Capital research team.

Interactive Tool

Liminal - AI Economic Impact Model

2026-04-15 · Interactive scenario tool

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Working Paper

Task-Structure Measures of AI Exposure as Instruments for Direct Adoption: Validation Across BTOS, Eurostat, and AIOE

2026-04-28 · SSRN

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Working Paper

Measuring the Impact of AI on Productivity: Cross-Sectoral Evidence from Eighteen Economies Post-ChatGPT

2026-04-27 · SSRN

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Working Paper

AI and the Economy: The Four Rates Which Define The Future (Short Version)

2026-04-20 · SSRN

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Working Paper

AI and the Economy: The Four Rates Which Define The Future

2026-04-17 · SSRN

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