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<dc:title>119 S3336 IS: Reliable Artificial Intelligence Research Act of 2025</dc:title>
<dc:publisher>U.S. Senate</dc:publisher>
<dc:date>2025-12-03</dc:date>
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<dc:language>EN</dc:language>
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<distribution-code display="yes">II</distribution-code><congress>119th CONGRESS</congress><session>1st Session</session><legis-num>S. 3336</legis-num><current-chamber>IN THE SENATE OF THE UNITED STATES</current-chamber><action><action-date date="20251203">December 3, 2025</action-date><action-desc><sponsor name-id="S388">Ms. Hassan</sponsor> (for herself and <cosponsor name-id="S429">Mr. Banks</cosponsor>) introduced the following bill; which was read twice and referred to the <committee-name committee-id="SSGA00">Committee on Homeland Security and Governmental Affairs</committee-name></action-desc></action><legis-type>A BILL</legis-type><official-title>To require the Secretary of Homeland Security to carry out prize competitions to advance the science of interpretability and to develop adversarial robustness with respect to artificial intelligence products, and for other purposes.</official-title></form><legis-body><section id="S1" section-type="section-one"><enum>1.</enum><header>Short title</header><text display-inline="no-display-inline">This Act may be cited as the <quote><short-title>Reliable Artificial Intelligence Research Act of 2025</short-title></quote>.</text></section><section id="ide92f3a2623554e08a344f1742efcf869"><enum>2.</enum><header>Definitions</header><text display-inline="no-display-inline">In this Act:</text><paragraph id="id7032478584e4425b8fac5edf7165f3dd"><enum>(1)</enum><header>Adversarial robustness</header><text>The term <term>adversarial robustness</term> means the degree to which an artificial intelligence model is able to resist attacks that would induce it to produce incorrect, restricted, or harmful outputs, while maintaining integrity, reliability, and privacy.</text></paragraph><paragraph id="idc7a990c5876042bebd64f347f310f04e"><enum>(2)</enum><header>Artificial intelligence</header><text>The term <term>artificial intelligence</term> has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (<external-xref legal-doc="usc" parsable-cite="usc/15/9401">15 U.S.C. 9401</external-xref>).</text></paragraph><paragraph id="id15d738712eef4fa5bf0fa25772c5fe23"><enum>(3)</enum><header>Interpretability</header><text>The term <term>interpretability</term> means the degree to which humans are able to accurately understand how an artificial intelligence model makes decisions and considers inputs and how the outputs or behaviors of the model respond to a change in the inputs.</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id24022ab4f15d4f9d854835354c2efaaf"><enum>(4)</enum><header>Red-teaming</header><text>The term <term>red-teaming</term> means a structured, interactive, and adversarial process to test an artificial intelligence system by simulating real-world actions to find vulnerabilities or flaws in the system.</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="idec53c3ed022d4d12bef48298ad5aac18"><enum>(5)</enum><header>Secretary</header><text>The term <term>Secretary</term> means the Secretary of Homeland Security.</text></paragraph></section><section id="idd74dcaaf06e0424ebdd55f90a1dde9b0"><enum>3.</enum><header>Prize competition for artificial intelligence interpretability research</header><subsection id="idd06de9f9cc144ca9ac426427d41a425e"><enum>(a)</enum><header>Prize competition required</header><text>Not later than 270 days after the date of enactment of this Act, the Secretary of Homeland Security shall commence carrying out at least 1 prize competition under section 24 of the Stevenson-Wydler Technology Innovation Act of 1980 (<external-xref legal-doc="usc" parsable-cite="usc/15/3719">15 U.S.C. 3719</external-xref>) to advance the science of interpretability in a manner relevant to commercially available or widely used artificial intelligence products.</text></subsection><subsection id="id2b650768f7b249d6b6ad3a719c0959cf"><enum>(b)</enum><header>Consultation</header><text>In carrying out the prize competition required by subsection (a), the Secretary shall consult with—</text><paragraph commented="no" display-inline="no-display-inline" id="idc76c67ef13c241a88f1ecc089abb8561"><enum>(1)</enum><text display-inline="yes-display-inline">the Secretary of Commerce;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="idcffc6cee8f0f4a7f98297f54fdcbdc0f"><enum>(2)</enum><text display-inline="yes-display-inline">the Director of the National Institute of Standards and Technology;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id6eae37824e834537a85943cb15894399"><enum>(3)</enum><text display-inline="yes-display-inline">the National Cyber Director;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id7b5cf5e2d28b48d794fe11f990ed6f5f"><enum>(4)</enum><text display-inline="yes-display-inline">the Director of the National Science Foundation; and</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id7940540100064defad533b92c6e00763"><enum>(5)</enum><text display-inline="yes-display-inline">any industry expert from the artificial intelligence sector in the United States that the Secretary considers relevant.</text></paragraph></subsection><subsection id="ida55c595c03fa43b5886d1a16cbe3885a"><enum>(c)</enum><header>Structure and evaluation criteria</header><paragraph id="idde2dd9f7f4d742958ac76009ae03fc05"><enum>(1)</enum><header>In general</header><text>The Secretary shall develop the structure and evaluation criteria for a prize competition carried out under subsection (a) in accordance with the primary purpose described in that subsection.</text></paragraph><paragraph id="idba3f9fd334ec42df80da386e1bf8ea8e"><enum>(2)</enum><header>Competition structure</header><text>The Secretary may—</text><subparagraph commented="no" display-inline="no-display-inline" id="idd2bf5312985e41ac9550d5909025daf7"><enum>(A)</enum><text display-inline="yes-display-inline">structure a competition under subsection (a) into 1 or more phases, including submission of interpretability frameworks, submission of interpretable artificial intelligence models, and unique basic research; and</text></subparagraph><subparagraph commented="no" display-inline="no-display-inline" id="id9543c55ef9e74590913d109577096a73"><enum>(B)</enum><text display-inline="yes-display-inline">open these phases to the same, or to distinct, contestant pools.</text></subparagraph></paragraph><paragraph id="id0bf0a32a99894e05ab9546d88eb45e58"><enum>(3)</enum><header>Evaluation considerations</header><text>In developing the evaluation criteria for the frameworks, models, or methods submitted for a prize competition under subsection (a), the Secretary shall consider—</text><subparagraph id="id406fa17977b1418994eebc5547bed533"><enum>(A)</enum><text>the degree to which a submission advances broadly applicable principles of artificial intelligence interpretability;</text></subparagraph><subparagraph id="id1992f2401be344ce92a3d5e58ebba9e6"><enum>(B)</enum><text>the practical value of a submission in making artificial intelligence more understandable and reliable in high-risk, high-value use cases; and</text></subparagraph><subparagraph id="idb1cba5d78de3493582297eb3d768608b"><enum>(C)</enum><text>the likelihood that the unique research submitted will create standards for artificial intelligence interpretability in the government or industry.</text></subparagraph></paragraph></subsection><subsection id="id13b6bf8574ce4c7b96f6cfe628d1b2e1"><enum>(d)</enum><header>Program administration</header><text>The Secretary may enter into contracts, cooperative agreements, or other agreements with for-profit or nonprofit entities or State, territorial, local, or Tribal agencies to design and administer any prize competition carried out under subsection (a).</text></subsection></section><section id="idae5cfcf4e5b349aa95bb17101aa13b0a"><enum>4.</enum><header>Prize competition for artificial intelligence adversarial robustness research</header><subsection id="id2279b6192d854a3986cee9cc93cf57af"><enum>(a)</enum><header>Prize competition required</header><text>Not later than 270 days after the date of enactment of this Act, the Secretary shall commence carrying out at least 1 prize competition under section 24 of the Stevenson-Wydler Technology Innovation Act of 1980 (<external-xref legal-doc="usc" parsable-cite="usc/15/3719">15 U.S.C. 3719</external-xref>) to develop capable artificial intelligence models that are designed to exhibit adversarial robustness in circumstances necessary for at least 1 high-impact, high-risk application in government or industry.</text></subsection><subsection id="id72e19c1e73614d2cbcc877aba237d005"><enum>(b)</enum><header>Consultation</header><text>In carrying out a prize competition required by subsection (a), the Secretary shall consult with—</text><paragraph commented="no" display-inline="no-display-inline" id="id33086fbf29b84e29a1bc09881eb5be9f"><enum>(1)</enum><text display-inline="yes-display-inline">the Secretary of Commerce;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="iddea29fa84ec44d4783779e7a56541db7"><enum>(2)</enum><text display-inline="yes-display-inline">the Director of the Institute of Standards and Technology;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id0dfe34bed3134351aaaf89490054c0c7"><enum>(3)</enum><text display-inline="yes-display-inline">the National Cyber Director;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id02ab3920cdba47fc901e2296472fbcf8"><enum>(4)</enum><text display-inline="yes-display-inline">the Director of the National Science Foundation;</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id0925dc279ae44361b2566abdcf65b354"><enum>(5)</enum><text display-inline="yes-display-inline">any industry expert from the artificial intelligence sector in the United States that the Secretary considers relevant; and</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id6aeae56893d84c51902656ace74900be"><enum>(6)</enum><text display-inline="yes-display-inline">the head of any Federal agency who has authority or expertise in a high-impact, high-risk application of artificial intelligence that could be an appropriate subject for a prize competition under subsection (a).</text></paragraph></subsection><subsection id="id9fe9161a5f024b7bb987e9fcb9007a68"><enum>(c)</enum><header>Structure and evaluation criteria</header><paragraph id="id6abeecc2eaca46a7a7ea964947b1c6c8"><enum>(1)</enum><header>In general</header><text>The Secretary shall develop the structure and evaluation criteria for a prize competition carried out under subsection (a) in accordance with the primary purpose described in that subsection.</text></paragraph><paragraph id="idfe247abe5bd4488fbc8175c8194c64f7"><enum>(2)</enum><header>Competition structure</header><text>The Secretary may—</text><subparagraph commented="no" display-inline="no-display-inline" id="id0ce0c26d5ed24de28c9c1cd3adfd7ac0"><enum>(A)</enum><text display-inline="yes-display-inline">structure a competition under subsection (a) into 1 or more phases, including submission of adversarial robustness frameworks, submission of artificial intelligence models, and red-teaming; and</text></subparagraph><subparagraph id="idbd09449db3f846a4976754a3b7524dab" commented="no" display-inline="no-display-inline"><enum>(B)</enum><text display-inline="yes-display-inline">open these phases to the same, or to distinct, contestant pools.</text></subparagraph></paragraph><paragraph id="id1add2be7c05340bc913a1486033f383e"><enum>(3)</enum><header>Evaluation considerations</header><text>In developing the evaluation criteria for the frameworks, models, or methods submitted for a prize competition under subsection (a), the Secretary shall consider—</text><subparagraph id="id4567c63f2cc1426b9698be55dcd78c47"><enum>(A)</enum><text>the degree to which a submission advances broadly applicable principles of artificial intelligence robustness; and</text></subparagraph><subparagraph id="id1f00f9eed6a647158e4b908b618ddfa9"><enum>(B)</enum><text>the practical value of the submission in reducing the risk of adversarial attacks in high-risk, high-value use cases of artificial intelligence.</text></subparagraph></paragraph></subsection><subsection id="ida09c967b59814e30bc2907eeca9acfca"><enum>(d)</enum><header>Program administration</header><text>The Secretary may enter into contracts, cooperative agreements, or other agreements with for-profit or nonprofit entities or State, territorial, local, or Tribal agencies to design and administer any prize competition carried out under subsection (a).</text></subsection></section><section id="id15e34aefb75a415cb8e293b9f63ec27c"><enum>5.</enum><header>Tracking and reporting</header><subsection commented="no" display-inline="no-display-inline" id="id29b48c73ecd4433dadf868661faa53dc"><enum>(a)</enum><header display-inline="yes-display-inline">In general</header><text display-inline="yes-display-inline">Not later than 180 days after the date on which the first prize competition concludes, the Secretary shall submit to the appropriate congressional committees a report that includes—</text><paragraph id="id873a0b736b214a34b722934ff724a13d"><enum>(1)</enum><text>an evaluation of how the results of the competitions inform the fields of interpretability and adversarial robustness;</text></paragraph><paragraph id="id8c00f47d22a847e29ba3250876b825ab"><enum>(2)</enum><text>an assessment of any gaps in these fields identified by the Secretary over the course of the competitions; and</text></paragraph><paragraph id="idd298c9e7f9344f898f41f53879122d5e"><enum>(3)</enum><text>any suggested action that Congress should take to advance the fields of interpretability, adversarial robustness, and any related research.</text></paragraph></subsection><subsection commented="no" display-inline="no-display-inline" id="id8a14bf178bf9491cbfb88104c4070008"><enum>(b)</enum><header>Appropriate congressional committees defined</header><text>In this section, the term <term>appropriate congressional committees</term> means—</text><paragraph commented="no" display-inline="no-display-inline" id="id96e15c2c916e4c33818e985bb76ed2a0"><enum>(1)</enum><text display-inline="yes-display-inline">the Committee on Homeland Security and Governmental Affairs of the Senate; and</text></paragraph><paragraph commented="no" display-inline="no-display-inline" id="id3e119870f921433bac0f61454ecfdddb"><enum>(2)</enum><text>the Committee on Homeland Security of the House of Representatives.</text></paragraph></subsection></section><section id="id44107fa84ea9445ea8842e32b7a39d12"><enum>6.</enum><header>Appropriations</header><text display-inline="no-display-inline">There is authorized to be appropriated to the Secretary to carry out this section $10,000,000 for the period of fiscal years 2026 through 2030.</text></section></legis-body></bill>

