{
  "legislationId": "119_HR_7968",
  "lastUpdate": "2026-03-31T11:25:39.527Z",
  "history": [
    {
      "timestamp": "2026-03-31T11:25:39.527Z",
      "source_url": "https://www.congress.gov/119/bills/hr7968/BILLS-119hr7968ih.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] [H.R. 7968 Introduced in House (IH)] <DOC> 119th CONGRESS 2d Session H. R. 7968 To authorize the Department of Commerce to carry out a study on challenges faced by United States small artificial intelligence businesses, and for other purposes. _______________________________________________________________________ IN THE HOUSE OF REPRESENTATIVES March 17, 2026 Mr. Subramanyam (for himself, Mr. Obernolte, and Mr. Gottheimer) introduced the following bill; which was referred to the Committee on Science, Space, and Technology _______________________________________________________________________ A BILL To authorize the Department of Commerce to carry out a study on challenges faced by United States small artificial intelligence businesses, 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 ``Small AI Innovators Empowerment Act''. SEC. 2. STUDY ON CHALLENGES FACED BY SMALL ARTIFICIAL INTELLIGENCE BUSINESSES. (a) In General.--Subject to the availability of appropriations, the Secretary of Commerce, acting through the Director of the National Institute of Standards and Technology, and in consultation with the Administrator of the Small Business Administration, shall seek to enter into an agreement with an appropriate entity with relevant expertise, as determined by the Director of the National Institute of Standards and Technology, which may include a federally funded research and development center, to conduct a study on challenges faced by United States small artificial intelligence businesses located across the United States. (b) Elements.--The study under subsection (a) shall include the following: (1) An analysis of Federal and non-Federal resource funding opportunities for United States small artificial intelligence businesses, including relating to the following: (A) Data on early and seed funding sources. (B) Accessibility of Federal funding opportunities, timeline of receiving such funding, and the impact of physical asset collateral and other loan requirements on United States small artificial intelligence businesses. (C) Availability and use of non-Federal funding opportunities. (2) Usage of research and development tax credits, and the impact of tax credit restrictions or changes on United States small artificial intelligence businesses. (3) Usage of accelerators and incubators in the process of establishing United States small artificial intelligence businesses. (4) An analysis of downstream impacts of Federal policy on United States small artificial intelligence businesses, including an assessment of technology stacks, with consideration of the following: (A) Differences in usage of artificial intelligence tools between United States small artificial intelligence businesses and other businesses across the infrastructure, model, and application layers of the artificial intelligence ecosystem, and the role of access to computing resources, cloud services, and data. (B) Impact of regulatory uncertainty on exit strategies and acquisition opportunities for United States small artificial intelligence businesses. (C) Impact of partnerships with larger firms and competition policy frameworks on opportunities for growth of United States small artificial intelligence businesses. (5) An analysis of talent recruitment and retainment challenges faced by United States small artificial intelligence businesses. (6) An analysis of any other potential challenges faced by United States small artificial intelligence businesses the Secretary determines appropriate. (7) Proposals and recommendations to address any such challenges. (c) Definitions.--In this section: (1) Artificial intelligence.--The term ``artificial intelligence'' has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401). (2) United states small artificial intelligence business.-- The term ``United States small artificial intelligence business'' means a business that creates, develops, or customizes artificial intelligence products or services as its primary business activity and that-- (A) is headquartered in the United States; (B) is organized for profit; (C) operates primarily within the United States or makes a significant contribution to the United States economy through payment of taxes or use of American products, materials, or labor; (D) is independently owned and operated, including a business that is backed by private funding, equity financing, or an institutional investor; and (E) employs 250 or fewer people. (3) Technology stacks.--The term ``technology stacks'' means the collection of technologies, tools, and infrastructure utilized by such businesses. <all>\n\nSUMMARY TO EVALUATE:\nTitle: Small AI Innovators Empowerment Act: Studying growth barriers for small businesses\nSummary: This bill authorizes a comprehensive study on the challenges faced by small US-based artificial intelligence companies. It aims to identify ways to improve their access to funding, talent, and essential computing resources.\nKey Points: Analysis of funding opportunities and the impact of loan requirements on small AI firms., Review of how R&D tax credits and regulations affect business growth and acquisition opportunities., Assessment of challenges in recruiting skilled workers and accessing cloud services and data., Development of recommendations to help small innovators compete more effectively in the AI ecosystem.\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": "2026-03-31T11:14:56.611Z",
      "source_url": "https://www.congress.gov/119/bills/hr7968/BILLS-119hr7968ih.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] [H.R. 7968 Introduced in House (IH)] <DOC> 119th CONGRESS 2d Session H. R. 7968 To authorize the Department of Commerce to carry out a study on challenges faced by United States small artificial intelligence businesses, and for other purposes. _______________________________________________________________________ IN THE HOUSE OF REPRESENTATIVES March 17, 2026 Mr. Subramanyam (for himself, Mr. Obernolte, and Mr. Gottheimer) introduced the following bill; which was referred to the Committee on Science, Space, and Technology _______________________________________________________________________ A BILL To authorize the Department of Commerce to carry out a study on challenges faced by United States small artificial intelligence businesses, 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 ``Small AI Innovators Empowerment Act''. SEC. 2. STUDY ON CHALLENGES FACED BY SMALL ARTIFICIAL INTELLIGENCE BUSINESSES. (a) In General.--Subject to the availability of appropriations, the Secretary of Commerce, acting through the Director of the National Institute of Standards and Technology, and in consultation with the Administrator of the Small Business Administration, shall seek to enter into an agreement with an appropriate entity with relevant expertise, as determined by the Director of the National Institute of Standards and Technology, which may include a federally funded research and development center, to conduct a study on challenges faced by United States small artificial intelligence businesses located across the United States. (b) Elements.--The study under subsection (a) shall include the following: (1) An analysis of Federal and non-Federal resource funding opportunities for United States small artificial intelligence businesses, including relating to the following: (A) Data on early and seed funding sources. (B) Accessibility of Federal funding opportunities, timeline of receiving such funding, and the impact of physical asset collateral and other loan requirements on United States small artificial intelligence businesses. (C) Availability and use of non-Federal funding opportunities. (2) Usage of research and development tax credits, and the impact of tax credit restrictions or changes on United States small artificial intelligence businesses. (3) Usage of accelerators and incubators in the process of establishing United States small artificial intelligence businesses. (4) An analysis of downstream impacts of Federal policy on United States small artificial intelligence businesses, including an assessment of technology stacks, with consideration of the following: (A) Differences in usage of artificial intelligence tools between United States small artificial intelligence businesses and other businesses across the infrastructure, model, and application layers of the artificial intelligence ecosystem, and the role of access to computing resources, cloud services, and data. (B) Impact of regulatory uncertainty on exit strategies and acquisition opportunities for United States small artificial intelligence businesses. (C) Impact of partnerships with larger firms and competition policy frameworks on opportunities for growth of United States small artificial intelligence businesses. (5) An analysis of talent recruitment and retainment challenges faced by United States small artificial intelligence businesses. (6) An analysis of any other potential challenges faced by United States small artificial intelligence businesses the Secretary determines appropriate. (7) Proposals and recommendations to address any such challenges. (c) Definitions.--In this section: (1) Artificial intelligence.--The term ``artificial intelligence'' has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401). (2) United states small artificial intelligence business.-- The term ``United States small artificial intelligence business'' means a business that creates, develops, or customizes artificial intelligence products or services as its primary business activity and that-- (A) is headquartered in the United States; (B) is organized for profit; (C) operates primarily within the United States or makes a significant contribution to the United States economy through payment of taxes or use of American products, materials, or labor; (D) is independently owned and operated, including a business that is backed by private funding, equity financing, or an institutional investor; and (E) employs 250 or fewer people. (3) Technology stacks.--The term ``technology stacks'' means the collection of technologies, tools, and infrastructure utilized by such businesses. <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\": \"Wsparcie dla małych firm AI: badanie barier i możliwości rozwoju\",\n  \"pl_summary\": \"Ustawa nakazuje przeprowadzenie badania nad trudnościami, z jakimi mierzą się małe amerykańskie firmy zajmujące się sztuczną inteligencją. Celem jest wypracowanie rozwiązań, które ułatwią im dostęp do finansowania, talentów i nowoczesnych technologii.\",\n  \"pl_key_points\": [\n    \"Analiza dostępności funduszy federalnych i prywatnych dla małych przedsiębiorców z sektora AI.\",\n    \"Badanie wpływu ulg podatkowych na badania i rozwój oraz skutków zmian w przepisach podatkowych.\",\n    \"Ocena barier w rekrutacji wykwalifikowanych pracowników i dostępie do niezbędnych mocy obliczeniowych.\",\n    \"Przygotowanie konkretnych rekomendacji mających na celu wzmocnienie konkurencyjności małych firm na rynku.\"\n  ],\n  \"eng_ai_title\": \"Small AI Innovators Empowerment Act: Studying growth barriers for small businesses\",\n  \"eng_summary\": \"This bill authorizes a comprehensive study on the challenges faced by small US-based artificial intelligence companies. It aims to identify ways to improve their access to funding, talent, and essential computing resources.\",\n  \"eng_key_points\": [\n    \"Analysis of funding opportunities and the impact of loan requirements on small AI firms.\",\n    \"Review of how R&D tax credits and regulations affect business growth and acquisition opportunities.\",\n    \"Assessment of challenges in recruiting skilled workers and accessing cloud services and data.\",\n    \"Development of recommendations to help small innovators compete more effectively in the AI ecosystem.\"\n  ],\n  \"de_ai_title\": \"Unterstützung für kleine KI-Unternehmen: Untersuchung von Entwicklungsbarrieren\",\n  \"de_summary\": \"Dieses Gesetz sieht eine Studie über die Herausforderungen vor, denen kleine US-KI-Unternehmen gegenüberstehen. Ziel ist es, Lösungen zu finden, um deren Zugang zu Finanzierung, Fachkräften und Technologie zu verbessern.\",\n  \"de_key_points\": [\n    \"Analyse von Finanzierungsmöglichkeiten und Kreditbedingungen für kleine KI-Firmen.\",\n    \"Untersuchung der Auswirkungen von Steuergutschriften für Forschung und Entwicklung auf das Unternehmenswachstum.\",\n    \"Bewertung von Problemen bei der Mitarbeiterrekrutierung und dem Zugang zu Rechenressourcen.\",\n    \"Erarbeitung von Empfehlungen zur Stärkung der Wettbewerbsfähigkeit kleiner Innovatoren im KI-Sektor.\"\n  ],\n  \"fr_ai_title\": \"Soutien aux petites entreprises d'IA : étude des obstacles à la croissance\",\n  \"fr_summary\": \"Cette loi autorise une étude sur les défis rencontrés par les petites entreprises américaines d'intelligence artificielle. Elle vise à identifier des moyens d'améliorer leur accès au financement, aux talents et aux ressources technologiques.\",\n  \"fr_key_points\": [\n    \"Analyse des opportunités de financement et de l'impact des garanties de prêt sur les petites entreprises d'IA.\",\n    \"Examen de l'effet des crédits d'impôt recherche et des réglementations sur la croissance des entreprises.\",\n    \"Évaluation des difficultés de recrutement et d'accès aux services de cloud et de calcul.\",\n    \"Formulation de recommandations pour renforcer la compétitivité des petits innovateurs sur le marché de l'IA.\"\n  ],\n  \"es_ai_title\": \"Apoyo a pequeñas empresas de IA: estudio de barreras y oportunidades\",\n  \"es_summary\": \"Esta ley autoriza un estudio sobre los desafíos que enfrentan las pequeñas empresas de inteligencia artificial en EE. UU. El objetivo es encontrar formas de mejorar su acceso a financiamiento, talento y recursos tecnológicos.\",\n  \"es_key_points\": [\n    \"Análisis de opciones de financiamiento y el impacto de los requisitos de préstamos en pequeñas empresas de IA.\",\n    \"Revisión de cómo los créditos fiscales por I+D y las regulaciones afectan el crecimiento y las adquisiciones.\",\n    \"Evaluación de los problemas para contratar personal cualificado y acceder a servicios en la nube.\",\n    \"Propuestas y recomendaciones para ayudar a los pequeños innovadores a competir en el ecosistema de la IA.\"\n  ],\n  \"it_ai_title\": \"Sostegno alle piccole imprese di IA: studio sugli ostacoli alla crescita\",\n  \"it_summary\": \"Questa legge autorizza uno studio sulle sfide affrontate dalle piccole imprese americane di intelligenza artificiale. L'obiettivo è individuare modi per migliorare il loro accesso a finanziamenti, talenti e risorse informatiche.\",\n  \"it_key_points\": [\n    \"Analisi delle opportunità di finanziamento e dell'impatto dei requisiti per i prestiti sulle piccole imprese di IA.\",\n    \"Esame di come i crediti d'imposta per ricerca e sviluppo e le normative influenzino la crescita aziendale.\",\n    \"Valutazione delle difficoltà nel reclutamento di personale e nell'accesso ai servizi cloud e ai dati.\",\n    \"Sviluppo di raccomandazioni per rafforzare la competitività dei piccoli innovatori nel settore dell'IA.\"\n  ],\n  \"nl_ai_title\": \"Steun voor kleine AI-bedrijven: onderzoek naar groeibelemmeringen\",\n  \"nl_summary\": \"Deze wet machtigt een onderzoek naar de uitdagingen waar kleine Amerikaanse AI-bedrijven voor staan. Het doel is om manieren te vinden om hun toegang tot financiering, talent en technologie te verbeteren.\",\n  \"nl_key_points\": [\n    \"Analyse van financieringsmogelijkheden en de impact van leningvoorwaarden op kleine AI-bedrijven.\",\n    \"Onderzoek naar hoe belastingvoordelen voor onderzoek en regelgeving de bedrijfsgroei beïnvloeden.\",\n    \"Beoordeling van problemen bij het werven van personeel en de toegang tot rekenkracht en clouddiensten.\",\n    \"Ontwikkeling van aanbevelingen om de concurrentiepositie van kleine vernieuwers te versterken.\"\n  ],\n  \"pt_ai_title\": \"Apoio a pequenas empresas de IA: estudo sobre barreiras ao crescimento\",\n  \"pt_summary\": \"Esta lei autoriza um estudo sobre os desafios enfrentados pelas pequenas empresas de inteligência artificial nos EUA. O objetivo é identificar formas de melhorar o seu acesso a financiamento, talentos e recursos tecnológicos.\",\n  \"pt_key_points\": [\n    \"Análise de oportunidades de financiamento e do impacto das exigências de empréstimos em pequenas empresas de IA.\",\n    \"Revisão de como os créditos fiscais de I&D e as regulamentações afetam o crescimento e aquisições.\",\n    \"Avaliação das dificuldades na contratação de pessoal e no acesso a serviços de computação e dados.\",\n    \"Elaboração de recomendações para fortalecer a competitividade dos pequenos inovadores no mercado de IA.\"\n  ],\n  \"category\": [\"Economy\", \"Informatization\"]\n}"
    }
  ]
}