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01: Publications

Publications

Papers, reports, guides, commentary, and other publications authored by AIWI or with co-authors

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2026 July

The AI Whistleblower Protection Act

AIWI, in collaboration with CARMA, published a detailed policy analysis and suggested amendments to the AI Whistleblower Protection Act (S.1792/H.R.3460), benchmarking the first federal bill built specifically for frontier AI insiders against existing best practices across five categories: material scope, personal scope, penalties, remedies, and reporting channels.

Policy Analysis US
Read the suggestion and policy analysis here
Mark Gitau, Raqda Sayidali, Karl Koch & Abra Ganz
2026 July

AI Whistleblowing Law: Best Practice Guide

The AI Whistleblowing Law: Best Practice Guide provides concrete legislative recommendations — grounded in the US Office of the Whistleblower Ombuds' standards, Transparency International's international principles, and AIWI's own analysis of SB-53 and the AI Whistleblower Protection Act. Notably, the guide introduces AI-specific recommendations absent from existing law, including protections for equity-heavy compensation structures, visa retaliation risks for non-citizen employees, and "duty speech" disclosures.

Guide Policy Analysis US
Read the guide here
Abra Ganz & Karl Koch
2026 June

Whistleblower Protections in SB 53: Strengths, Limitations, and Open Questions

A guest commentary by Karl Koch (AIWI) and Abra Ganz (CARMA) on SB 53, examine its whistleblower provisions-- the strengths, limitations, and the open questions faithful implementation will need to address.

Policy Analysis SB53 US
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Abra Ganz & Karl Koch
2026 March

AI and Big Tech Whistleblowing Case Studies

A whistleblowing case study database (last updated in March 2026), developed with Blueprint for Free Speech, documents 22 cases (6 named and 16 anonymous) across frontier AI companies.

Resource Whistleblowing Case Studies
Read the full case studies
Naomi Colvin Indah Harahap & Chandini Stensel
2025 November

SB 53 protects whistleblowers in AI — but asks a lot in return

An opinion piece co-authored by AIWI founder Karl Koch and Abra Ganz of the Center for AI Risk Management & Alignment examines a critical analysis of SB 53's whistleblower protections and their practical limitations. The piece draws directly on AIWI's own research — including a survey of frontier lab employees finding that 100% were not confident their concerns would be understood or acted upon by government — to argue that the law places too heavy a burden on individual whistleblowers rather than on the employers themselves.

Policy Analysis SB53 US
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Abra Ganz & Karl Koch
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