I will seek to create DHS-run national research competitions that reward advanced research in AI interpretability and adversarial robustness.

August Pfluger · Texas · Republican

policy impact 0.68 specificity 0.82 extraction confidence 87%

Commitment kind: action. Promised action: Create two national competitions run by DHS to reward advanced AI interpretability and adversarial robustness research.. Promised outcome: Strengthen AI defenses and make AI systems more transparent, predictable, and resistant to attacks.. Deadline: unknown; not assumed expired. U.S. Representative for Texas’s 11th District; press release announcing introduction of the Reliable Artificial Intelligence Research Act on September 30, 2026.

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Occurrences

RAIRA would create two national competitions, run by the Department of Homeland Security (DHS), that would reward advanced research in two core areas of AI security: AI interpretability and adversarial robustness.

Pfluger’s office said his Reliable Artificial Intelligence Research Act would create two DHS-run national competitions for AI interpretability and adversarial robustness research.

Pfluger Introduces Reliable Artificial Intelligence Research Act | U.S. Representative
primary · press_release · model gpt-5.5

Evidence

verified · Source version 83971 · locator 520

Mr. Pfluger (for himself, Mr. Harder of California, Ms. King-Hinds, Mr.

Fetched verbatim passage. AI summary (separate from source): Official bill text identifies Pfluger as the sponsor of H.R. 10594, introduced during the lookback window and referred to the House Committee on Homeland Security. This is concrete effort toward the commitment, but not enactment or implementation.

unresolved same_term A for effort

H.R. 10594 Introduced in House: Reliable Artificial Intelligence Research Act of 2026
primary · model gpt-5.5 · confidence 95%

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verified · Source version 83971 · locator 164

To require the Secretary of Homeland Security to carry out prize competitions to advance the science of interpretability

Fetched verbatim passage. AI summary (separate from source): The introduced House bill directly targets DHS-run prize competitions for AI interpretability, matching one major part of the commitment. Because the bill text conditions action after enactment, this remains an unresolved legislative attempt.

unresolved same_term A for effort

H.R. 10594 Introduced in House: Reliable Artificial Intelligence Research Act of 2026
primary · model gpt-5.5 · confidence 95%

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verified · Source version 83971 · locator 5109

to develop capable artificial intelligence models that are designed to exhibit adversarial robustness

Fetched verbatim passage. AI summary (separate from source): The same bill includes a separate DHS prize competition for adversarial robustness, matching the other major part of the commitment. No evidence found that the competitions have been created or funded through enactment.

unresolved same_term A for effort

H.R. 10594 Introduced in House: Reliable Artificial Intelligence Research Act of 2026
primary · model gpt-5.5 · confidence 94%

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unverified · Source version 83973 · locator unknown

H.R. 10594. A bill to require the Secretary of Homeland Security to carry out prize competitions

Unverified model/legacy excerpt; not proof. AI summary (separate from source): The Congressional Record confirms H.R. 10594 was introduced and sent to the House Committee on Homeland Security. This supports a concrete legislative attempt, not final delivery.

unresolved same_term A for effort

CREC-2026-09-24-pt1-PgH6000-2.pdf
secondary · model gpt-5.5 · confidence 94%

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verified · Source version 83952 · locator 2197

RAIRA would create two national competitions, run by the Department of Homeland Security (DHS), that would reward advanced research

Fetched verbatim passage. AI summary (separate from source): Pfluger's official office announced the bill during the lookback window and described it as creating DHS-run competitions rewarding AI security research. The conditional wording and referral status leave the commitment unresolved absent enactment or implementation.

unresolved same_term A for effort

Pfluger Introduces Reliable Artificial Intelligence Research Act | U.S. Representative
primary · model gpt-5.5 · confidence 93%

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Assessments

Public state: pending As of 2026-10-07 · verified · . Original AI recommendation (not independently established): unresolved. same_term A for effort

The verified commitment describes RAIRA as creating two DHS-run national competitions for AI interpretability and adversarial robustness. Verified bill text shows H.R. 10594 would require DHS prize competitions for interpretability and adversarial robustness, and identifies Pfluger as a sponsor, establishing material effort. However, the verified passages show introduction/proposed statutory language only, not enactment, funding, or actual creation of the competitions. With no documented deadline expired as of 2026-10-07, an introduced bill toward an enactment/outcome promise remains unresolved rather than delivered or partial.

provider codex_cli · model gpt-5.5 · confidence 95%