2026-10-06T10:19:21Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33193704 2026-09-24T13:17:27Z category_26047 category_25333 category_26044 item_type_3 month_year_09_2026

Insuring the Fallback: Capital, Monitoring, and the Certification of Preserved Human Capability under Improving AI — Replication Package Andreas Bauer (24475712) Economic theory not elsewhere classified Insurance studies Microeconomic theory costly signalling liability insurance monitoring credence goods human-AI complementarity deskilling professional indemnity replication package <p dir="ltr">Replication package for "Insuring the Fallback: Capital, Monitoring, and the Certification of Preserved Human Capability under Improving AI" (Andreas Bauer, September 2026), manuscript version 8.1 as on arXiv:2609.26172v2.</p><p dir="ltr">Contents: sim/model_v8.py (every closed form used in the paper, exactly once), sim/make_numbers.py (results.json -> paper/numbers.tex, including the 1000-draw robustness check), sim/make_figures.py (all figures), results/results.json and results/params.json (every number quoted in the manuscript and the scenario parameters), scripts/fix_bbl.py (companion-paper order in the bibliography), paper/ (LaTeX source of the paper and the online appendix, bibliography, figures, compiled PDFs).</p><p dir="ltr">Reproduction: python3 sim/make_numbers.py; python3 sim/make_figures.py; then pdflatex/bibtex as in the README. Requires numpy and matplotlib; runtime about two minutes. No number is typed into the manuscript: every quoted value is an auto-generated LaTeX macro.</p><p dir="ltr">Version 3 (September 2026) replaces version 2 (August 2026, subtitle "Capacity, Monitoring and the Third Audience"). The continuous separating schedule of v2 is withdrawn (Appendix B); the equilibrium is now a binary certificate menu with an explicit null option and the client's expected recovery in the price. Title, notation and all numerical results changed accordingly.</p><p dir="ltr">The model builds on four companion papers: arXiv:2607.26327 (published in Games 17(5):49, doi:10.3390/g17050049), arXiv:2608.04276, arXiv:2608.05969 and arXiv:2609.26141. Table 2 of the manuscript states the provenance of every model component.</p> 2026-09-24T13:17:27Z Dataset Dataset 10.6084/m9.figshare.33193704.v4 https://figshare.com/articles/dataset/Insuring_the_Fallback_Capacity_Monitoring_and_the_Third_Audience_in_Competence_Signalling_under_Improving_AI_Replication_Package/33193704 CC BY 4.0