{
  "legislationId": "119_S_4069",
  "lastUpdate": "2026-03-24T12:29:05.629Z",
  "history": [
    {
      "timestamp": "2026-03-24T12:29:05.629Z",
      "source_url": "https://www.congress.gov/119/bills/s4069/BILLS-119s4069is.htm",
      "model": "gemini-flash-lite-latest",
      "prompt_sent": "\nROLE: Fact Checker.\nZADANIE: Porównaj SOURCE (oryginał) i SUMMARY (streszczenie przygotowane przez inne AI).\n\nTwoim celem jest wykrycie \"ZMYŚLONYCH KONKRETÓW\" (Fabricated Entities) w SUMMARY.\n\nSOURCE:\n[Congressional Bills 119th Congress] [From the U.S. Government Publishing Office] [S. 4069 Introduced in Senate (IS)] <DOC> 119th CONGRESS 2d Session S. 4069 To direct the Director of the National Institute of Standards and Technology to establish definitions, standards, resources, and frameworks to ensure certain biological datasets are ready for use in artificial intelligence models, and for other purposes. _______________________________________________________________________ IN THE SENATE OF THE UNITED STATES March 12, 2026 Mr. Young (for himself and Mr. Lujan) introduced the following bill; which was read twice and referred to the Committee on Commerce, Science, and Transportation _______________________________________________________________________ A BILL To direct the Director of the National Institute of Standards and Technology to establish definitions, standards, resources, and frameworks to ensure certain biological datasets are ready for use in artificial intelligence models, and for other purposes. Be it enacted by the Senate and House of Representatives of the United States of America in Congress assembled, SECTION 1. SHORT TITLE. This Act may be cited as the ``AI-Ready Bio-Data Standards Act''. SEC. 2. DEFINITIONS, STANDARDS, RESOURCES, AND FRAMEWORKS BY THE NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY FOR CERTAIN BIOLOGICAL DATASETS. (a) Establishment.-- (1) In general.--Not later than 2 years after the date of the enactment of this Act, the Director of the National Institute of Standards and Technology (in this section referred to as the ``Director''), pursuant to recommendations from the advisory group under subsection (f) and taking into account any feedback received under subsection (e), shall establish definitions, standards, resources, and frameworks to ensure each biological dataset generated as a result of qualified federally funded research is artificial intelligence-ready. (2) Requirements for definitions, standards, resources, and frameworks.-- (A) Definitions.-- (i) In general.--In carrying out paragraph (1), the Director shall establish definitions for the following terms: (I) Artificial intelligence-ready. (II) Biomanufacturing. (III) Biotechnology. (IV) Qualified federally funded research. (ii) Requirements for definition of artificial intelligence-ready.-- (I) In general.--In defining ``artificial intelligence-ready'' under clause (i)(I), the Director shall develop a definition that, when applied to a biological dataset, requires that the dataset is generated and formatted in a manner that-- (aa) enables the effective use of the dataset for training artificial intelligence models; and (bb) supports advancements in research relating to artificial intelligence and biotechnology. (II) Discretion.--With respect to a biological dataset that otherwise meets the definition of ``artificial intelligence-ready'' established under clause (i)(I), the Director may, in consultation with the Chief Data Officer of the Federal agency that is responsible for such biological dataset, determine that such dataset is not artificial intelligence-ready. (iii) Requirements for definition of qualified federally funded research.--In defining ``qualified federally funded research'' under clause (i)(IV), the Director shall include certain conditions that, if satisfied, will result in certain federally funded research being qualified federally funded research. Such conditions shall include the following: (I) The amount of Federal funding awarded to a recipient. (II) The capability of the recipient to generate a biological dataset, which may include negative data, that is artificial intelligence- ready, regardless of the ability of the recipient to publish such dataset. (III) The expertise of the recipient in generating a biological dataset that is artificial intelligence-ready. (IV) The size of the biological dataset generated by the recipient. (V) Any other condition the Director considers appropriate. (B) Standards.--In carrying out paragraph (1), the Director shall establish standards relating to making biological datasets artificial intelligence-ready, in accordance with the definition of artificial intelligence-ready established under subparagraph (A)(i)(I) of this paragraph. (C) Resources and frameworks.--In carrying out paragraph (1), the Director shall establish data management resources and cybersecurity frameworks for the following: (i) Federal departments and agencies that provide either full or partial Federal funding for research that generates biological datasets. (ii) Federally funded researchers who are collecting, cleaning, curating, or generating biological datasets to make the datasets artificial intelligence-ready. (D) Additional requirements.--The Director shall ensure that the definitions, standards, resources, and frameworks established under paragraph (1)-- (i) are not overly burdensome on recipients of funding for qualified federally funded research, such that the act of generating biological datasets that are artificial intelligence-ready requires resources and expertise beyond those available to the recipients; and (ii) are tested and evaluated in accordance with subsection (c) and in consultation with-- (I) the head of any Federal agency the Director considers appropriate; (II) representatives from any private sector entity the Director considers appropriate; and (III) any biotechnology researcher the Director considers appropriate. (3) Annual updates.--Not later than 1 year after the establishment of the definitions, standards, resources, and frameworks under paragraph (1), and annually thereafter, the Director shall review the definitions, standards, resources, and frameworks and, if the Director considers it appropriate, shall update the definitions, standards, resources, and frameworks in accordance with the requirements of this section. (4) Consultation.--To facilitate the establishment of the definitions, standards, resources, and frameworks under paragraph (1), and any update under paragraph (3), the Director shall consult with the following: (A) Private sector entities from the biotechnology industry. (B) Private sector entities from the frontier artificial intelligence model industry. (C) Members of academia. (D) The following heads of Federal agencies that provide funding for qualified federally funded research relating to the generation of biological datasets: (i) The Secretary of Agriculture. (ii) The Secretary of Defense. (iii) The Secretary of Energy. (iv) The Director of the National Aeronautics and Space Administration. (v) The Director of the National Institutes of Health. (vi) The Administrator of the National Science Foundation. (vii) The head of any other Federal agency the Director considers appropriate. (5) Personnel.--To facilitate the establishment of the definitions, standards, resources, and frameworks under paragraph (1), and any update under paragraph (3), the Director shall hire staff as the Director determines necessary. (b) Information Gathering.-- (1) In general.--Not later than 1 year after the date of the enactment of this Act, the Director shall inventory the following: (A) Existing biotechnology standards utilized by recipients of Federal funding for biotechnology research to generate biological datasets. (B) Existing biological datasets generated by recipients of Federal funding for biotechnology research. (2) Publication.--Not later than 1 year after the Director completes the inventory requirement under paragraph (1), the Director shall make any information inventoried under that paragraph available to the public through a website of the National Institute of Standards and Technology. (c) Test and Evaluation.--Not later than 1 year after the date of the enactment of this Act, and not less frequently than every 2 years thereafter, the Director shall coordinate with the Administrator of the National Science Foundation to conduct a test and evaluation of the definitions, standards, resources, and frameworks established pursuant to subsection (a)(1) on a sample of biological datasets generated as a result of qualified federally funded research to determine the following: (1) Whether the definitions, standards, resources, and frameworks are clearly written, easy to follow, and easily applicable for the generation of biological datasets that are artificial intelligence-ready. (2) Whether compliance with the definitions, standards, resources, and frameworks established under subsection (a)(1) when generating or curating biological datasets results in an undue burden on the recipients of such qualified federally funded research, and if so, how to modify the definitions, standards, resources, and frameworks, as the case may be, so as to reduce the burden. (d) Agency-Specific Data Management Policies.-- (1) In general.--Not later than 2 years after the date of the enactment of this Act and in accordance with requirements under subsection (e), the Director shall establish or, if already established, review and revise agency-specific data management policies for each Federal agency that provides funding for qualified federally funded research to ensure implementation of policies that require that any biological dataset generated by a recipient of qualified federally funded research is artificial intelligence-ready. (2) Elements.--The data management policies described in paragraph (1) shall include the following: (A) A mechanism to ensure sufficient Federal funding to a recipient to satisfy the requirements of the definitions, standards, resources, and frameworks established under subsection (a)(1). (B) A process for the Chief Data Officer of each Federal agency to designate an individual of such agency to ensure compliance with the policies established or revised under paragraph (1). (3) Oversight mechanisms.--As part of the agency-specific data management policies under paragraph (1), the Director shall establish the following: (A) A regularly updated central repository of the policies established at each Federal agency, made available to the public as the Director determines appropriate, for the purpose of tracking available policies. (B) A publicly available database to serve as a single point of access, updated as the Director determines necessary, on which the head of any Federal agency may publish artificial intelligence-ready biological datasets. (C) A reporting mechanism available to each Federal agency to report to the Director how the agency is complying with the policies. (D) A mechanism available to each Federal agency to request assistance from the Director regarding compliance with the policies. (e) Public Input and Feedback; Consultation.--In establishing the definitions, standards, resources, and frameworks under subsection (a)(1) and the agency-specific data management policies under subsection (d)(1), the Director shall carry out the following: (1) Solicit input and feedback from the public regarding the definitions, standards, resources, and frameworks and the agency-specific data management policies. (2) Consult with the following heads of Federal agencies that provide funding for qualified federally funded research to ensure such agencies are able to comply with the definitions, standards, resources, and frameworks and the agency-specific data management policies: (A) The Secretary of Agriculture. (B) The Secretary of Defense. (C) The Secretary of Energy. (D) The Director of the National Aeronautics and Space Administration. (E) The Director of the National Institutes of Health. (F) The Administrator of the National Science Foundation. (G) The head of any other Federal agency as determined by the Director. (f) Advisory Group.-- (1) In general.--Not later than 180 days after the date of the enactment of this Act, the Director shall establish an advisory group to carry out the following: (A) To provide recommendations relating to the definitions, standards, resources, and frameworks established under subsection (a)(1). (B) To review and provide feedback on the agency- specific data management policies established or revised under subsection (d)(1). (C) To provide recommendations to academic journals for guidelines relating to artificial intelligence- ready biological datasets. (D) To solicit recommendations from the academic community regarding implementation of the definitions, standards, resources, and frameworks. (E) To provide any other guidance the Director may request. (2) Membership.-- (A) In general.--The advisory group established under paragraph (1) shall be composed of not fewer than 12 members to include-- (i) representatives of Federal agencies that award funds to recipients to carry out qualified federally funded research; and (ii) representatives of academia, private sector entities, and academic publishers. (B) Terms.-- (i) In general.--Each member shall serve for a term of 2 years. (ii) Renewal.--Subject to the discretion of the Director, the term of each member may be renewed for an additional 2-year term. (3) Chairperson.-- (A) Appointment.--The Chairperson of the advisory group shall be designated by the Director from among the members. (B) Term.--The term of the Chairperson shall be 1 year. (C) Renewal.--Subject to the discretion of the Director, the term of a Chairperson may be renewed for an additional 1-year term. (4) Reports.-- (A) Interim report.--Not later than 1 year after the date of the enactment of this Act, the advisory group shall submit to the Director a interim report that contains advice and guidance with respect to the matters described in paragraph (1). (B) Subsequent reports.--If the advisory group or the Director determines appropriate, the advisory group shall submit to the Director subsequent reports relating to the matters described in paragraph (1). (g) Federal Acquisition Regulation Revisions.--The Federal Acquisition Regulatory Council shall revised the Federal Acquisition Regulation as necessary to implement the definitions, standards, resources, and frameworks established under subsection (a)(1). (h) Annual Report.-- (1) Interim report.--Not later than 1 year after the date of the enactment of this Act, the Director shall submit to Congress and the Comptroller General of the United States an interim report that includes information relating to the progress of establishing the definitions, standards, resources, and frameworks under subsection (a)(1) and the agency-specific data management policies under subsection (d)(1). (2) Subsequent reports.--Not later than 2 years after the date of the enactment of this Act, and annually thereafter, the Director shall submit to Congress and the Comptroller General of the United States a report that includes information relating to the following: (A) The establishment, implementation, and, if applicable, revision, of the definitions, standards, resources, and frameworks established under subsection (a)(1). (B) The establishment, implementation, and, if applicable, revision of the agency-specific data management policies established or revised under subsection (d)(1). (3) Additional requirement for first subsequent report.-- With respect to the first subsequent report under paragraph (2), the Director shall include a summary of the testing and evaluation under subsection (c) that includes information relating to the following: (A) The findings of the testing and evaluation. (B) The manner by which the Director addressed any concern identified as a result of the testing and evaluation. (C) An assessment of any burden on recipients of funding for qualified federally funded research regarding ensuring that biological datasets are artificial intelligence-ready. (D) A cost-benefit analysis of the value of ensuring that biological datasets are artificial intelligence-ready in relation to any such burden. (i) Government Accountability Office Report.--Not later than 5 years after the date of the enactment of this Act, the Comptroller General of the United States shall submit to Congress a report on the impact of the definitions, standards, resources, and frameworks established under subsection (a)(1), including the following: (1) An assessment of the effectiveness of the definitions, standards, resources, and frameworks in ensuring each biological dataset generated by a recipient of funding for qualified federally funded research is artificial intelligence- ready. (2) An assessment of whether the implementation of the definitions, standards, resources, and frameworks, as the case may be, has resulted in an undue burden on any recipient of Federal funding. (3) Any recommendations with respect to the implementation of the definitions, standards, resources, and frameworks. (j) Sunset.--This section shall terminate on the date that is 10 years after the date of the enactment of this Act. (k) Definitions.--In this section: (1) Biological data.--The term ``biological data'' means information that is measured, collected, or aggregated for analysis, including associated descriptors, derived from the structure, function, or process of a biological system. (2) Biological dataset.--The term ``biological dataset'' means a discreet collection of biological data. (3) Biological data repository.--The term ``biological data repository'' means any centralized data storage capacity meant for managing or storing biological data. (4) Negative data.--The term ``negative data'' means data that disproves, fails to support, or explains through previously unknown or contradictory means a research hypothesis but that otherwise still advances scientific knowledge or understanding. <all>\n\nSUMMARY TO EVALUATE:\nTitle: AI-Ready Bio-Data Standards Act\nSummary: This act sets uniform standards for biological data from government-funded research to ensure it can be effectively used by artificial intelligence. These changes aim to speed up medical breakthroughs and the development of new treatments, directly benefiting public health.\nKey Points: Establishes clear rules for formatting biological data for AI training and analysis., Creates a public database for researchers to access high-quality, ready-to-use biological datasets., Implements new cybersecurity protections for sensitive research information., Encourages faster innovation in biotechnology and medicine through better data organization.\n\nZASADY OCENY:\n1. Sprawdź wszystkie LICZBY, DATY i KWOTY w SUMMARY. Jeśli którejś brakuje w SOURCE -> is_valid: false.\n2. Sprawdź wszystkie NAZWISKA, ORGANIZACJE i MIEJSCA w SUMMARY. Jeśli którejś brakuje w SOURCE -> is_valid: false.\n3. Sprawdź wszystkie konkretne DZIAŁANIA PRAWNE . Jeśli tego mechanizmu nie ma w SOURCE -> is_valid: false.\n\nWAŻNE: Abstrakcyjne pojęcia (np. \"transparentność\", \"zaufanie\") są dozwolone jako wnioski.\n\nOUTPUT (JSON):\n{\n  \"is_valid\": true/false,\n  \"issue\": \"fabricated_entity\" / \"contradiction\" / \"none\"\n}\n\nWYMAGANIA FORMATOWANIA:\n1. Odpowiedz WYŁĄCZNIE surowym obiektem JSON.\n2. NIE używaj bloków kodu Markdown.\n3. NIE dodawaj żadnych wstępów ani wyjaśnień przed ani po JSONie.\n4. JSON musi być poprawny i gotowy do parsowania.\n\n",
      "ai_response_raw": "{\n  \"is_valid\": true,\n  \"issue\": \"none\"\n}"
    },
    {
      "timestamp": "2026-03-24T12:19:42.974Z",
      "source_url": "https://www.congress.gov/119/bills/s4069/BILLS-119s4069is.htm",
      "model": "gemini-flash-latest",
      "prompt_sent": "\nJesteś ekspertem od prawa Stanów Zjednoczonych, który ma za zadanie analizować dokumenty ustaw, uchwał oraz innych dokumentów legislacyjnych, a następnie przygotowywać z nich informacje w przystępny sposób dla obywateli. Twoim celem jest przedstawienie informacji tak, aby obywatele mogli sami ocenić wpływ legislacji na ich życie, nawet bez posiadania specjalistycznej wiedzy legislacyjnej. Skup się na faktach i obiektywnych skutkach wprowadzanych zmian, unikając wartościowania i osobistych opinii. Wszelki żargon prawny jest zabroniony. Prezentuj informacje w jasny, zwięzły i angażujący sposób, tak aby były zrozumiałe dla osoby bez wykształcenia prawniczego. Unikaj długich, złożonych zdań. Zamiast pisać \"projekt ma na celu nowelizację kodeksu podatkowego...\", napisz \"Zmiany w podatkach: nowe ulgi i obowiązki dla...\". Kontynuuj swoją pracę, dopóki nie rozwiążesz swojego zadania. Jeśli nie masz pewności co do generowanej treści, przeanalizuj dokument ponownie – nie zgaduj. Rozplanuj dobrze swoje zadanie przed przystąpieniem do niego. W podsumowaniu i kluczowych punktach, jeśli to możliwe i uzasadnione, podkreśl, jakie konkretne korzyści lub skutki (pozytywne lub negatywne) wprowadza ustawa dla życia codziennego obywateli, ich praw i obowiązków, finansów osobistych, bezpieczeństwa i innych ważnych kwestii (np. kategorycznych zakazów i nakazów czy najważniejszych konkretnych alokacji finansowych i terytorialnych).\n\nTwoja odpowiedź MUSI być w formacie JSON - i zawierać następujące klucze.\nZanim zwrócisz odpowiedź, dokładnie zweryfikuj, czy cała struktura JSON jest w 100% poprawna, włącznie ze wszystkimi przecinkami, nawiasami klamrowymi, kwadratowymi oraz cudzysłowami. Błędny JSON jest nieakceptowalny i uniemożliwi przetworzenie Twojej pracy.\n\nPrzeanalizuj dokładnie poniższy tekst dokumentu prawnego. To jest treść, na podstawie której masz wygenerować podsumowanie i kluczowe punkty:\n--- POCZĄTEK DOKUMENTU ---\n[Congressional Bills 119th Congress] [From the U.S. Government Publishing Office] [S. 4069 Introduced in Senate (IS)] <DOC> 119th CONGRESS 2d Session S. 4069 To direct the Director of the National Institute of Standards and Technology to establish definitions, standards, resources, and frameworks to ensure certain biological datasets are ready for use in artificial intelligence models, and for other purposes. _______________________________________________________________________ IN THE SENATE OF THE UNITED STATES March 12, 2026 Mr. Young (for himself and Mr. Lujan) introduced the following bill; which was read twice and referred to the Committee on Commerce, Science, and Transportation _______________________________________________________________________ A BILL To direct the Director of the National Institute of Standards and Technology to establish definitions, standards, resources, and frameworks to ensure certain biological datasets are ready for use in artificial intelligence models, and for other purposes. Be it enacted by the Senate and House of Representatives of the United States of America in Congress assembled, SECTION 1. SHORT TITLE. This Act may be cited as the ``AI-Ready Bio-Data Standards Act''. SEC. 2. DEFINITIONS, STANDARDS, RESOURCES, AND FRAMEWORKS BY THE NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY FOR CERTAIN BIOLOGICAL DATASETS. (a) Establishment.-- (1) In general.--Not later than 2 years after the date of the enactment of this Act, the Director of the National Institute of Standards and Technology (in this section referred to as the ``Director''), pursuant to recommendations from the advisory group under subsection (f) and taking into account any feedback received under subsection (e), shall establish definitions, standards, resources, and frameworks to ensure each biological dataset generated as a result of qualified federally funded research is artificial intelligence-ready. (2) Requirements for definitions, standards, resources, and frameworks.-- (A) Definitions.-- (i) In general.--In carrying out paragraph (1), the Director shall establish definitions for the following terms: (I) Artificial intelligence-ready. (II) Biomanufacturing. (III) Biotechnology. (IV) Qualified federally funded research. (ii) Requirements for definition of artificial intelligence-ready.-- (I) In general.--In defining ``artificial intelligence-ready'' under clause (i)(I), the Director shall develop a definition that, when applied to a biological dataset, requires that the dataset is generated and formatted in a manner that-- (aa) enables the effective use of the dataset for training artificial intelligence models; and (bb) supports advancements in research relating to artificial intelligence and biotechnology. (II) Discretion.--With respect to a biological dataset that otherwise meets the definition of ``artificial intelligence-ready'' established under clause (i)(I), the Director may, in consultation with the Chief Data Officer of the Federal agency that is responsible for such biological dataset, determine that such dataset is not artificial intelligence-ready. (iii) Requirements for definition of qualified federally funded research.--In defining ``qualified federally funded research'' under clause (i)(IV), the Director shall include certain conditions that, if satisfied, will result in certain federally funded research being qualified federally funded research. Such conditions shall include the following: (I) The amount of Federal funding awarded to a recipient. (II) The capability of the recipient to generate a biological dataset, which may include negative data, that is artificial intelligence- ready, regardless of the ability of the recipient to publish such dataset. (III) The expertise of the recipient in generating a biological dataset that is artificial intelligence-ready. (IV) The size of the biological dataset generated by the recipient. (V) Any other condition the Director considers appropriate. (B) Standards.--In carrying out paragraph (1), the Director shall establish standards relating to making biological datasets artificial intelligence-ready, in accordance with the definition of artificial intelligence-ready established under subparagraph (A)(i)(I) of this paragraph. (C) Resources and frameworks.--In carrying out paragraph (1), the Director shall establish data management resources and cybersecurity frameworks for the following: (i) Federal departments and agencies that provide either full or partial Federal funding for research that generates biological datasets. (ii) Federally funded researchers who are collecting, cleaning, curating, or generating biological datasets to make the datasets artificial intelligence-ready. (D) Additional requirements.--The Director shall ensure that the definitions, standards, resources, and frameworks established under paragraph (1)-- (i) are not overly burdensome on recipients of funding for qualified federally funded research, such that the act of generating biological datasets that are artificial intelligence-ready requires resources and expertise beyond those available to the recipients; and (ii) are tested and evaluated in accordance with subsection (c) and in consultation with-- (I) the head of any Federal agency the Director considers appropriate; (II) representatives from any private sector entity the Director considers appropriate; and (III) any biotechnology researcher the Director considers appropriate. (3) Annual updates.--Not later than 1 year after the establishment of the definitions, standards, resources, and frameworks under paragraph (1), and annually thereafter, the Director shall review the definitions, standards, resources, and frameworks and, if the Director considers it appropriate, shall update the definitions, standards, resources, and frameworks in accordance with the requirements of this section. (4) Consultation.--To facilitate the establishment of the definitions, standards, resources, and frameworks under paragraph (1), and any update under paragraph (3), the Director shall consult with the following: (A) Private sector entities from the biotechnology industry. (B) Private sector entities from the frontier artificial intelligence model industry. (C) Members of academia. (D) The following heads of Federal agencies that provide funding for qualified federally funded research relating to the generation of biological datasets: (i) The Secretary of Agriculture. (ii) The Secretary of Defense. (iii) The Secretary of Energy. (iv) The Director of the National Aeronautics and Space Administration. (v) The Director of the National Institutes of Health. (vi) The Administrator of the National Science Foundation. (vii) The head of any other Federal agency the Director considers appropriate. (5) Personnel.--To facilitate the establishment of the definitions, standards, resources, and frameworks under paragraph (1), and any update under paragraph (3), the Director shall hire staff as the Director determines necessary. (b) Information Gathering.-- (1) In general.--Not later than 1 year after the date of the enactment of this Act, the Director shall inventory the following: (A) Existing biotechnology standards utilized by recipients of Federal funding for biotechnology research to generate biological datasets. (B) Existing biological datasets generated by recipients of Federal funding for biotechnology research. (2) Publication.--Not later than 1 year after the Director completes the inventory requirement under paragraph (1), the Director shall make any information inventoried under that paragraph available to the public through a website of the National Institute of Standards and Technology. (c) Test and Evaluation.--Not later than 1 year after the date of the enactment of this Act, and not less frequently than every 2 years thereafter, the Director shall coordinate with the Administrator of the National Science Foundation to conduct a test and evaluation of the definitions, standards, resources, and frameworks established pursuant to subsection (a)(1) on a sample of biological datasets generated as a result of qualified federally funded research to determine the following: (1) Whether the definitions, standards, resources, and frameworks are clearly written, easy to follow, and easily applicable for the generation of biological datasets that are artificial intelligence-ready. (2) Whether compliance with the definitions, standards, resources, and frameworks established under subsection (a)(1) when generating or curating biological datasets results in an undue burden on the recipients of such qualified federally funded research, and if so, how to modify the definitions, standards, resources, and frameworks, as the case may be, so as to reduce the burden. (d) Agency-Specific Data Management Policies.-- (1) In general.--Not later than 2 years after the date of the enactment of this Act and in accordance with requirements under subsection (e), the Director shall establish or, if already established, review and revise agency-specific data management policies for each Federal agency that provides funding for qualified federally funded research to ensure implementation of policies that require that any biological dataset generated by a recipient of qualified federally funded research is artificial intelligence-ready. (2) Elements.--The data management policies described in paragraph (1) shall include the following: (A) A mechanism to ensure sufficient Federal funding to a recipient to satisfy the requirements of the definitions, standards, resources, and frameworks established under subsection (a)(1). (B) A process for the Chief Data Officer of each Federal agency to designate an individual of such agency to ensure compliance with the policies established or revised under paragraph (1). (3) Oversight mechanisms.--As part of the agency-specific data management policies under paragraph (1), the Director shall establish the following: (A) A regularly updated central repository of the policies established at each Federal agency, made available to the public as the Director determines appropriate, for the purpose of tracking available policies. (B) A publicly available database to serve as a single point of access, updated as the Director determines necessary, on which the head of any Federal agency may publish artificial intelligence-ready biological datasets. (C) A reporting mechanism available to each Federal agency to report to the Director how the agency is complying with the policies. (D) A mechanism available to each Federal agency to request assistance from the Director regarding compliance with the policies. (e) Public Input and Feedback; Consultation.--In establishing the definitions, standards, resources, and frameworks under subsection (a)(1) and the agency-specific data management policies under subsection (d)(1), the Director shall carry out the following: (1) Solicit input and feedback from the public regarding the definitions, standards, resources, and frameworks and the agency-specific data management policies. (2) Consult with the following heads of Federal agencies that provide funding for qualified federally funded research to ensure such agencies are able to comply with the definitions, standards, resources, and frameworks and the agency-specific data management policies: (A) The Secretary of Agriculture. (B) The Secretary of Defense. (C) The Secretary of Energy. (D) The Director of the National Aeronautics and Space Administration. (E) The Director of the National Institutes of Health. (F) The Administrator of the National Science Foundation. (G) The head of any other Federal agency as determined by the Director. (f) Advisory Group.-- (1) In general.--Not later than 180 days after the date of the enactment of this Act, the Director shall establish an advisory group to carry out the following: (A) To provide recommendations relating to the definitions, standards, resources, and frameworks established under subsection (a)(1). (B) To review and provide feedback on the agency- specific data management policies established or revised under subsection (d)(1). (C) To provide recommendations to academic journals for guidelines relating to artificial intelligence- ready biological datasets. (D) To solicit recommendations from the academic community regarding implementation of the definitions, standards, resources, and frameworks. (E) To provide any other guidance the Director may request. (2) Membership.-- (A) In general.--The advisory group established under paragraph (1) shall be composed of not fewer than 12 members to include-- (i) representatives of Federal agencies that award funds to recipients to carry out qualified federally funded research; and (ii) representatives of academia, private sector entities, and academic publishers. (B) Terms.-- (i) In general.--Each member shall serve for a term of 2 years. (ii) Renewal.--Subject to the discretion of the Director, the term of each member may be renewed for an additional 2-year term. (3) Chairperson.-- (A) Appointment.--The Chairperson of the advisory group shall be designated by the Director from among the members. (B) Term.--The term of the Chairperson shall be 1 year. (C) Renewal.--Subject to the discretion of the Director, the term of a Chairperson may be renewed for an additional 1-year term. (4) Reports.-- (A) Interim report.--Not later than 1 year after the date of the enactment of this Act, the advisory group shall submit to the Director a interim report that contains advice and guidance with respect to the matters described in paragraph (1). (B) Subsequent reports.--If the advisory group or the Director determines appropriate, the advisory group shall submit to the Director subsequent reports relating to the matters described in paragraph (1). (g) Federal Acquisition Regulation Revisions.--The Federal Acquisition Regulatory Council shall revised the Federal Acquisition Regulation as necessary to implement the definitions, standards, resources, and frameworks established under subsection (a)(1). (h) Annual Report.-- (1) Interim report.--Not later than 1 year after the date of the enactment of this Act, the Director shall submit to Congress and the Comptroller General of the United States an interim report that includes information relating to the progress of establishing the definitions, standards, resources, and frameworks under subsection (a)(1) and the agency-specific data management policies under subsection (d)(1). (2) Subsequent reports.--Not later than 2 years after the date of the enactment of this Act, and annually thereafter, the Director shall submit to Congress and the Comptroller General of the United States a report that includes information relating to the following: (A) The establishment, implementation, and, if applicable, revision, of the definitions, standards, resources, and frameworks established under subsection (a)(1). (B) The establishment, implementation, and, if applicable, revision of the agency-specific data management policies established or revised under subsection (d)(1). (3) Additional requirement for first subsequent report.-- With respect to the first subsequent report under paragraph (2), the Director shall include a summary of the testing and evaluation under subsection (c) that includes information relating to the following: (A) The findings of the testing and evaluation. (B) The manner by which the Director addressed any concern identified as a result of the testing and evaluation. (C) An assessment of any burden on recipients of funding for qualified federally funded research regarding ensuring that biological datasets are artificial intelligence-ready. (D) A cost-benefit analysis of the value of ensuring that biological datasets are artificial intelligence-ready in relation to any such burden. (i) Government Accountability Office Report.--Not later than 5 years after the date of the enactment of this Act, the Comptroller General of the United States shall submit to Congress a report on the impact of the definitions, standards, resources, and frameworks established under subsection (a)(1), including the following: (1) An assessment of the effectiveness of the definitions, standards, resources, and frameworks in ensuring each biological dataset generated by a recipient of funding for qualified federally funded research is artificial intelligence- ready. (2) An assessment of whether the implementation of the definitions, standards, resources, and frameworks, as the case may be, has resulted in an undue burden on any recipient of Federal funding. (3) Any recommendations with respect to the implementation of the definitions, standards, resources, and frameworks. (j) Sunset.--This section shall terminate on the date that is 10 years after the date of the enactment of this Act. (k) Definitions.--In this section: (1) Biological data.--The term ``biological data'' means information that is measured, collected, or aggregated for analysis, including associated descriptors, derived from the structure, function, or process of a biological system. (2) Biological dataset.--The term ``biological dataset'' means a discreet collection of biological data. (3) Biological data repository.--The term ``biological data repository'' means any centralized data storage capacity meant for managing or storing biological data. (4) Negative data.--The term ``negative data'' means data that disproves, fails to support, or explains through previously unknown or contradictory means a research hypothesis but that otherwise still advances scientific knowledge or understanding. <all>\n--- KONIEC DOKUMENTU ---\n\nPAMIĘTAJ: Twoja odpowiedź MUSI być wyłącznie poprawnym obiektem JSON. Nie dodawaj żadnych dodatkowych znaków, komentarzy ani tekstu przed znacznikiem '{' ani po znaczniku '}'. Cała odpowiedź musi być parsowalna jako JSON.\nNa podstawie POWYŻSZEGO dokumentu, wypełnij poniższą strukturę JSON:\nOto struktura JSON, której oczekuję (wypełnij ją treścią):\n{\n  \"pl_ai_title\": \"Nowy, krótki tytuł dla aktu prawnego po polsku, oddający sedno wprowadzanych zmian (np. maksymalnie 10-12 słów).\",\n  \"pl_summary\": \"2-3 zdania zwięzłego podsumowania treści aktu prawnego po polsku, napisane z perspektywy wpływu na życie codzienne obywateli.\",\n  \"pl_key_points\": [\n    \"Pierwszy krótki punkt po polsku dotyczący najważniejszych wprowadzanych rozwiązań lub zmian.\",\n    \"Drugi krótki punkt po polsku...\"\n  ],\n  \"eng_ai_title\": \"A new, short title for the legal act in English, capturing the essence of the changes (e.g., max 10-12 words).\",\n  \"eng_summary\": \"2-3 sentences summarizing the legal act in English, from the perspective of its impact on citizens' daily lives.\",\n  \"eng_key_points\": [\n    \"First short bullet point in English regarding the most important solutions or changes being introduced.\",\n    \"Second short bullet point in English...\"\n  ],\n  \"de_ai_title\": \"Ein neuer, kurzer Titel für das Rechtsdokument auf Deutsch, der den Kern der Änderungen erfasst (z.B. max. 10-12 Wörter).\",\n  \"de_summary\": \"2-3 Sätze Zusammenfassung des Rechtsdokuments auf Deutsch, aus der Perspektive seiner Auswirkungen auf das tägliche Leben der Bürger.\",\n  \"de_key_points\": [\n    \"Erster kurzer Stichpunkt auf Deutsch zu den wichtigsten eingeführten Lösungen oder Änderungen.\",\n    \"Zweiter kurzer Stichpunkt auf Deutsch...\"\n  ],\n  \"fr_ai_title\": \"Un nouveau titre court pour l'acte juridique en français, saisissant l'essence des changements (par exemple, 10-12 mots maximum).\",\n  \"fr_summary\": \"Résumé de 2-3 phrases de l'acte juridique en français, du point de vue de son impact sur la vie quotidienne des citoyens.\",\n  \"fr_key_points\": [\n    \"Premier court point en français concernant les solutions ou changements les plus importants introduits.\",\n    \"Deuxième court point en français...\"\n  ],\n  \"es_ai_title\": \"Un nuevo título breve para el acto jurídico en español, que recoja la esencia de los cambios (por ejemplo, máximo 10-12 palabras).\",\n  \"es_summary\": \"Resumen de 2-3 frases del acto jurídico en español, desde la perspectiva de su impacto en la vida cotidiana de los ciudadanos.\",\n  \"es_key_points\": [\n    \"Primer punto breve en español sobre las soluciones o cambios más importantes que se introducen.\",\n    \"Segundo punto breve en español...\"\n  ],\n  \"it_ai_title\": \"Un nuovo titolo breve per l'atto giuridico in italiano, che colga l'essenza delle modifiche (ad es. massimo 10-12 parole).\",\n  \"it_summary\": \"Riepilogo di 2-3 frasi dell'atto giuridico in italiano, dal punto di vista del suo impatto sulla vita quotidiana dei cittadini.\",\n  \"it_key_points\": [\n    \"Primo breve punto in italiano riguardante le soluzioni o le modifiche più importanti introdotte.\",\n    \"Secondo breve punto in italiano...\"\n  ],\n  \"nl_ai_title\": \"Een nieuwe, korte titel voor de rechtshandeling in het Nederlands, die de essentie van de wijzigingen weergeeft (bijv. max. 10-12 woorden).\",\n  \"nl_summary\": \"Samenvatting van 2-3 zinnen van de rechtshandeling in het Nederlands, vanuit het perspectief van de impact op het dagelijks leven van burgers.\",\n  \"nl_key_points\": [\n    \"Eerste korte punt in het Nederlands betreffende de belangrijkste geïntroduceerde oplossingen of wijzigingen.\",\n    \"Tweede korte punt in het Nederlands...\"\n  ],\n  \"pt_ai_title\": \"Um novo título curto para o ato jurídico em português, capturando a essência das mudanças (por exemplo, máx. 10-12 palavras).\",\n  \"pt_summary\": \"Resumo de 2-3 frases do ato jurídico em português, na perspetiva do seu impacto na vida quotidiana dos cidadãos.\",\n  \"pt_key_points\": [\n    \"Primeiro ponto curto em português sobre as soluções ou alterações mais importantes introduzidas.\",\n    \"Segundo ponto curto em português...\"\n  ],\n  \"category\": [\"Categorize the document into one category by default, based on the field it primarily concerns. Choose up to 3 if the document also touches upon SIGNIFICANT issues from other categories. You MUST select categories ONLY from the following list: Health, Education, Family, Taxes, Labor, Security, Environment, Courts and Law, Transport, Benefits, Real Estate, Media and Culture, Local Government, Migration, Agriculture, Public Investments, Informatization, Economy. If the document does not definitively fit any of these, you MUST use \"Other\". If you use \"Other\", it should be the ONLY category selected. Do NOT invent new categories. The response must be an array of strings, e.g., [\"Taxes\", \"Family\"].\"]\n}\n\n",
      "ai_response_raw": "{\n  \"pl_ai_title\": \"Ustawa o standardach danych biologicznych gotowych dla sztucznej inteligencji\",\n  \"pl_summary\": \"Ustawa wprowadza jednolite zasady przygotowania danych biologicznych z badań finansowanych przez państwo, aby mogły być bezpiecznie i efektywnie wykorzystywane przez sztuczną inteligencję. Dzięki temu naukowcy będą mogli szybciej opracowywać nowe leki i technologie medyczne, co przełoży się na lepszą opiekę zdrowotną dla obywateli.\",\n  \"pl_key_points\": [\n    \"Wprowadzenie standardów formatowania danych biologicznych, aby ułatwić ich analizę przez systemy AI.\",\n    \"Stworzenie publicznej bazy danych z gotowymi do użycia zestawami informacji z badań naukowych.\",\n    \"Zapewnienie wysokich standardów cyberbezpieczeństwa dla wrażliwych danych badawczych.\",\n    \"Ułatwienie współpracy między rządem, nauką a przemysłem biotechnologicznym w celu przyspieszenia innowacji.\"\n  ],\n  \"eng_ai_title\": \"AI-Ready Bio-Data Standards Act\",\n  \"eng_summary\": \"This act sets uniform standards for biological data from government-funded research to ensure it can be effectively used by artificial intelligence. These changes aim to speed up medical breakthroughs and the development of new treatments, directly benefiting public health.\",\n  \"eng_key_points\": [\n    \"Establishes clear rules for formatting biological data for AI training and analysis.\",\n    \"Creates a public database for researchers to access high-quality, ready-to-use biological datasets.\",\n    \"Implements new cybersecurity protections for sensitive research information.\",\n    \"Encourages faster innovation in biotechnology and medicine through better data organization.\"\n  ],\n  \"de_ai_title\": \"Gesetz über KI-fähige Standards für biologische Daten\",\n  \"de_summary\": \"Dieses Gesetz legt einheitliche Standards für biologische Daten aus staatlich geförderter Forschung fest, damit diese effektiv von künstlicher Intelligenz genutzt werden können. Ziel ist es, medizinische Durchbrüche zu beschleunigen und die Entwicklung neuer Behandlungen zum Wohle der Bürger zu fördern.\",\n  \"de_key_points\": [\n    \"Einführung von Formatierungsstandards für biologische Daten zur optimalen KI-Nutzung.\",\n    \"Aufbau einer öffentlichen Datenbank für den Zugriff auf hochwertige biologische Datensätze.\",\n    \"Stärkung der Cybersicherheit zum Schutz sensibler biologischer Forschungsdaten.\",\n    \"Förderung der Zusammenarbeit zwischen Wissenschaft und Industrie für schnellere medizinische Innovationen.\"\n  ],\n  \"fr_ai_title\": \"Loi sur les normes de données biologiques prêtes pour l'IA\",\n  \"fr_summary\": \"Cette loi établit des normes uniformes pour les données biologiques issues de la recherche publique afin qu'elles puissent être utilisées efficacement par l'intelligence artificielle. Ces mesures visent à accélérer les découvertes médicales et le développement de nouveaux traitements pour les citoyens.\",\n  \"fr_key_points\": [\n    \"Création de standards de formatage des données biologiques pour l'entraînement de l'IA.\",\n    \"Mise en place d'une base de données publique pour accéder à des données de recherche de qualité.\",\n    \"Renforcement de la cybersécurité pour protéger les informations biologiques sensibles.\",\n    \"Facilitation de l'innovation en biotechnologie grâce à une meilleure exploitation des données scientifiques.\"\n  ],\n  \"es_ai_title\": \"Ley de Estándares de Datos Biológicos Listos para la IA\",\n  \"es_summary\": \"Esta ley establece normas uniformes para que los datos biológicos de investigaciones financiadas por el gobierno puedan ser utilizados eficazmente por la inteligencia artificial. El objetivo es acelerar los avances médicos y el desarrollo de nuevos tratamientos en beneficio de la salud pública.\",\n  \"es_key_points\": [\n    \"Creación de estándares para formatear datos biológicos destinados al entrenamiento de IA.\",\n    \"Establecimiento de una base de datos pública con conjuntos de datos biológicos de alta calidad.\",\n    \"Implementación de marcos de ciberseguridad para proteger la información de investigación sensible.\",\n    \"Impulso a la innovación biotecnológica mediante un mejor uso de los datos existentes.\"\n  ],\n  \"it_ai_title\": \"Legge sugli standard per i dati biologici pronti per l'IA\",\n  \"it_summary\": \"Questa legge stabilisce standard uniformi per i dati biologici derivanti dalla ricerca pubblica, garantendo che siano pronti per essere analizzati dall'intelligenza artificiale. L'obiettivo è velocizzare le scoperte mediche e lo sviluppo di nuove cure a vantaggio di tutti i cittadini.\",\n  \"it_key_points\": [\n    \"Definizione di standard per formattare i dati biologici per l'addestramento dell'IA.\",\n    \"Creazione di un database pubblico per l'accesso a dati biologici di alta qualità.\",\n    \"Rafforzamento della cybersicurezza per la protezione dei dati sensibili della ricerca.\",\n    \"Promozione dell'innovazione biotecnologica attraverso una gestione dei dati più efficiente.\"\n  ],\n  \"nl_ai_title\": \"Wet op AI-klare standaarden voor biologische gegevens\",\n  \"nl_summary\": \"Deze wet stelt uniforme standaarden vast voor biologische gegevens uit door de overheid gefinancierd onderzoek, zodat deze effectief kunnen worden gebruikt door kunstmatige intelligentie. Dit moet medische doorbraken en de ontwikkeling van nieuwe behandelingen voor burgers versnellen.\",\n  \"nl_key_points\": [\n    \"Vaststellen van standaarden voor het formatteren van biologische data voor AI-training.\",\n    \"Oprichting van een openbare database voor toegang tot hoogwaardige biologische datasets.\",\n    \"Invoering van beveiligingsrichtlijnen voor de bescherming van gevoelige onderzoeksgegevens.\",\n    \"Stimuleren van innovatie in de biotechnologie door beter hergebruik van wetenschappelijke data.\"\n  ],\n  \"pt_ai_title\": \"Lei de Padrões de Dados Biológicos Prontos para IA\",\n  \"pt_summary\": \"Esta lei estabelece normas uniformes para que os dados biológicos de pesquisas financiadas pelo governo possam ser usados de forma eficaz pela inteligência artificial. O objetivo é acelerar descobertas médicas e o desenvolvimento de novos tratamentos para a população.\",\n  \"pt_key_points\": [\n    \"Criação de padrões de formatação de dados biológicos para o treino de modelos de IA.\",\n    \"Estabelecimento de uma base de dados pública para acesso a conjuntos de dados de alta qualidade.\",\n    \"Implementação de estruturas de cibersegurança para proteger informações sensíveis de pesquisa.\",\n    \"Incentivo à inovação biotecnológica através de uma melhor organização dos dados científicos.\"\n  ],\n  \"category\": [\n    \"Informatization\",\n    \"Economy\",\n    \"Health\"\n  ]\n}"
    }
  ]
}