Thursday, June 27, 2024

AI Corner: How to Get from "Article III" Defining Courts, to Today's "Standing to Sue" Rules?

 How does article 3 of the constitution relate to, the standing to sue? ///// 

Example text. 

Quick keynotes in the Supreme Court’s unanimous decision in FDA v. Alliance for Hippocratic Medicine that “holds that the plaintiffs lack a legal right to challenge the FDA's actions regarding the regulation of mifepristone, the drug used in medication abortion.” ·      "Under Article III of the Constitution, a plaintiff's desire to make a drug less available for others does not establish standing to sue. Nor do the plaintiffs' other standing theories suffice… FDA is not requiring them to do or refrain from doing anything." ·      "Given the broad and comprehensive conscience protections guaranteed by federal law, the plaintiffs have not shown--and cannot show--that FDA's actions will cause them to suffer any conscience injury." ·      However, looking ahead, the Court avers that "is not clear that no one else would have standing to challenge FDA's relaxed regulation of mifepristone." First and foremost, kudos to the Administration and the FDA for the successful defense against what could have been an existential threat to our legal foundation for life science #innovation. The innovative and #patient communities’

ChatGPT

Article III of the U.S. Constitution relates to standing to sue by requiring that a plaintiff must demonstrate a concrete and particularized injury to have standing. Standing is a crucial component in ensuring that federal courts only hear actual cases or controversies.

Keynotes from the Supreme Court's unanimous decision in FDA v. Alliance for Hippocratic Medicine:

  • Standing Requirement Under Article III: The Supreme Court highlighted that a plaintiff's desire to make a drug less available for others does not establish standing to sue. The plaintiffs must show a concrete injury directly resulting from the FDA's actions.

  • Insufficient Standing Theories: The Court rejected the plaintiffs' other theories of standing, noting that the FDA is not compelling them to do or refrain from doing anything. Thus, they are not suffering a direct injury.

  • Conscience Protections: Federal law provides broad and comprehensive conscience protections. The plaintiffs failed to demonstrate that the FDA's actions would cause them any conscience injury, which is necessary to establish standing.

  • Future Challenges: The Court acknowledged that although the current plaintiffs lack standing, it is not clear that no other parties could have standing to challenge the FDA's regulation of mifepristone in the future.

Commendation: The successful defense by the Administration and the FDA underscores the strength and resilience of the legal framework supporting life science innovation, benefiting both the innovative and patient communities.

What does Article III say??  It doesn't say "concrete and particular injury" for example!
ChatGPT

Article III of the U.S. Constitution establishes the judicial branch of the federal government. It outlines the powers, structure, and jurisdiction of the federal courts. The key provisions related to standing to sue are found in Section 2, which states:

  1. Judicial Power and Jurisdiction:

    • The judicial power shall extend to all cases, in law and equity, arising under the Constitution, the laws of the United States, and treaties made under their authority.
    • This power also covers cases affecting ambassadors, other public ministers and consuls, admiralty and maritime jurisdiction, controversies to which the United States is a party, and disputes between states, between a state and citizens of another state, between citizens of different states, and between citizens of the same state claiming lands under grants of different states.
  2. Case or Controversy Requirement:

    • The judicial power is limited to actual "cases" or "controversies," meaning that federal courts can only hear disputes involving specific, concrete legal issues where the plaintiff has suffered an actual injury that can be redressed by the court.

Here is the relevant text from Article III, Section 2:

"The judicial Power shall extend to all Cases, in Law and Equity, arising under this Constitution, the Laws of the United States, and Treaties made, or which shall be made, under their Authority;—to all Cases affecting Ambassadors, other public Ministers and Consuls;—to all Cases of admiralty and maritime Jurisdiction;—to Controversies to which the United States shall be a Party;—to Controversies between two or more States;—between a State and Citizens of another State;—between Citizens of different States;—between Citizens of the same State claiming Lands under Grants of different States, and between a State, or the Citizens thereof, and foreign States, Citizens or Subjects."

The requirement for a "case or controversy" means that the courts cannot issue advisory opinions or rule on hypothetical disputes; there must be a genuine dispute between parties with opposing legal interests. 

This is the basis for the concept of standing, which requires plaintiffs to demonstrate a specific, concrete injury that is directly related to the action they are challenging.

Sounds like they are trading a lot into the word “case.”!!
ChatGPT

Yes, the concept of "case" or "controversy" in Article III has been extensively interpreted and refined by the courts, particularly the Supreme Court, to ensure that federal judicial power is only exercised in genuine, concrete disputes where the parties have a significant stake in the outcome. This interpretation has led to the development of the doctrine of standing, which includes several key requirements:

  1. Injury in Fact: The plaintiff must have suffered or be imminently threatened with a concrete and particularized injury that is actual or imminent, not hypothetical or conjectural.

  2. Causation: There must be a direct causal connection between the injury and the conduct being challenged. The injury must be fairly traceable to the defendant's actions and not the result of actions by some third party not before the court.

  3. Redressability: It must be likely, not merely speculative, that the injury will be redressed by a favorable court decision.

These requirements are designed to limit the types of disputes that federal courts can adjudicate, ensuring that they only resolve actual controversies where the parties have a real interest. This limitation prevents the courts from overstepping their constitutional role and encroaching on the functions of the legislative or executive branches.

In the context of the Supreme Court’s decision in FDA v. Alliance for Hippocratic Medicine, the Court found that the plaintiffs lacked standing because they could not demonstrate a sufficient injury in fact caused by the FDA’s regulation of mifepristone. Their desire to make the drug less available to others did not constitute a concrete and particularized injury that would give them the legal right to challenge the FDA’s actions.

I would say that the Supreme Court reference to Article III is not so much a reference to article 3 as to,  200 years of common law and case law about what the word "case" means therein.
ChatGPT

Your observation is spot on. 

While Article III of the Constitution provides the foundational requirement that federal courts only hear "cases" or "controversies," much of the detailed understanding of what constitutes a justiciable "case" has indeed been developed through over 200 years of common law and case law. 

The Supreme Court and lower federal courts have interpreted and defined the contours of standing through numerous decisions, building a complex body of jurisprudence around this concept.

Here's a brief elaboration on how this body of law has evolved:

Development of Standing Doctrine

  1. Early Interpretations: The concept of standing was not explicitly detailed in the early years of the Republic. The courts began to flesh out the requirement for a "case" or "controversy" to ensure they were not issuing advisory opinions or ruling on hypothetical questions.

  2. Key Cases:

    • Marbury v. Madison (1803): While more famous for establishing judicial review, this case also implicitly reinforced the need for an actual dispute for the Court to resolve.
    • Frothingham v. Mellon (1923): The Court ruled that a taxpayer did not have standing to challenge federal expenditures, emphasizing the need for a direct, personal injury.
    • Lujan v. Defenders of Wildlife (1992): This landmark case clarified the three-part test for standing (injury in fact, causation, redressability), which has become the standard framework used by the courts.
  3. Refinement Over Time: The standing doctrine has been refined through numerous decisions, balancing the need to provide a forum for genuine grievances with the need to prevent the courts from being used for generalized policy disputes best handled by the legislative or executive branches.

Supreme Court's Interpretation in FDA v. Alliance for Hippocratic Medicine

In the decision regarding FDA v. Alliance for Hippocratic Medicine, the Court relied on this extensive body of case law to determine that the plaintiffs lacked standing. Their interpretation drew on established principles:

  • Concrete and Particularized Injury: The plaintiffs could not show a specific, tangible injury resulting from the FDA's actions.
  • Causal Connection: The Court found no direct causal link between the FDA's regulation and any injury suffered by the plaintiffs.
  • Redressability: It was not clear that a court ruling would directly redress the alleged injury.

Conclusion

While Article III provides the constitutional basis for the requirement of a "case" or "controversy," the detailed rules and tests for standing have indeed been developed through extensive judicial interpretation over the centuries. The Supreme Court's reference to Article III in its decision is thus a shorthand for invoking this rich tradition of common law and case law that defines the limits of judicial power.

To paraphrase the chief justice himself, it involves a lot more than just reading the constitution and calling balls and strikes
ChatGPT

Exactly, interpreting the Constitution and deciding cases involves much more than just reading the text and making straightforward decisions. 

As Chief Justice John Roberts once famously said, "Judges are like umpires. Umpires don't make the rules, they apply them." However, in practice, applying the rules often requires a deep understanding of legal precedents, nuanced interpretations of the law, and consideration of the broader implications of a decision.

In the context of standing to sue under Article III, the Supreme Court's decisions are informed by:

  1. Historical Context: The framers' intent and historical practices that have shaped the judiciary's role over time.

  2. Precedent: Hundreds of years of case law that have established principles and tests for determining standing, which go beyond the plain text of the Constitution.

  3. Judicial Interpretation: Careful analysis and interpretation of legal concepts like "injury in fact," "causation," and "redressability," which have been developed through judicial reasoning and rulings.

  4. Balancing Interests: Weighing individual rights against governmental interests, and considering the practical implications of judicial decisions on society and the legal system.

Therefore, while the Constitution provides the foundational framework, the actual practice of constitutional law requires much more nuanced and sophisticated analysis, drawing from a vast body of judicial decisions and legal thought.

Monday, June 24, 2024

AI Easy: AI Summarizes New Article about AI in Public Health (Bharel et al. 2024)




New open access article about horizons for AI in public health:

https://www.healthaffairs.org/doi/epdf/10.1377/hlthaff.2024.00050


GPT 4 summarizes Bharel et al.

Transforming Public Health with Generative AI: 

Insights from the Bharel et al. Article

Introduction

Health policy experts, take note: a groundbreaking article by Monica Bharel, John Auerbach, Von Nguyen, and Karen B. DeSalvo titled "Transforming Public Health Practice with Generative Artificial Intelligence" offers critical insights into the potential of generative AI to revolutionize public health practice. Published in Health Affairs, this commentary provides a comprehensive framework for understanding how AI can enhance public health operations, improve communication, and generate novel insights for decision-making.

Key Findings and Views

The authors outline several pivotal points that health policy experts should be aware of:

  1. Public Health 3.0 and AI Integration:

    • The commentary emphasizes the transition to Public Health 3.0, which necessitates integrating technology and generative AI capabilities to address deficiencies highlighted during the COVID-19 pandemic. This new model focuses on equity, data technology, social determinants of health, and enhancing the public health workforce.
  2. Core Capabilities of Generative AI:

    • Communication: Generative AI can support public health communication by producing materials at various literacy levels and in multiple languages, making information more accessible. It can also generate visuals to aid communication efforts, such as those seen during the COVID-19 pandemic.
    • Organizational Performance: AI can reduce clerical burdens by automating administrative tasks and summarizing large amounts of data, allowing public health staff to focus on higher-level strategic activities.
    • Novel Insights: AI can facilitate advanced analytics by integrating and analyzing large datasets, including unstructured text, to inform public health interventions and policies.
  3. Applications in Public Health:

    • The authors propose three specific areas for generative AI application in public health:
      • Public Communication: AI can generate personalized and precise health information, catering to the diverse needs of the population.
      • Organizational Performance: AI can enhance efficiency in administrative tasks, such as summarizing regulatory documents and drafting reports.
      • Novel Insights: AI can analyze diverse data sources, providing deeper insights into public health trends and outcomes.
  4. Challenges and Risks:

    • Public Trust: Maintaining public trust is crucial. Transparency about data usage, ensuring high-quality data, and safeguarding privacy are essential to avoid eroding trust.
    • Health Equity and Ethics: AI development must prioritize equity and address biases in data and models to prevent exacerbating existing health disparities.
    • Workforce Implementation: Effective implementation requires upskilling the workforce and adapting curricula to prepare future public health professionals. Generative AI should enhance, not replace, human expertise.

Conclusion

The article by Bharel et al. provides a visionary yet pragmatic approach to integrating generative AI into public health practice. By understanding and leveraging the capabilities of AI, health policy experts can drive innovation and improve health outcomes. The article encourages a proactive stance in adopting AI technologies while addressing the challenges to ensure ethical, equitable, and effective implementation.

For health policy experts, staying informed about these developments is crucial. The potential of generative AI to transform public health practice offers an unprecedented opportunity to enhance public health services, making them more efficient, accessible, and impactful.

Friday, June 21, 2024

Chat GPT Ranks "EASY GERMAN" Lists for Top or Flop!


I love the biweekly podcast EASY GERMAN.   It's always entertaining and keeps me fresh in my lifelong hobby of the German language.

In recent months, they've done a number of humorous podcasts where they pick a topic (such as "Colors" or "Sports") and rank individual items as "TOP" or "FLOP."

I fed several of the PDF transcripts into Chat GPT and asked it to rank the lists.   I give the results first in German and below that in English.


The podcasts were #376 Sport, #390 Sweets, #466 Colors, #477 Slogans, #487 Holidays, #489 Austrian Snacks, #490 Vegetables.

###  

Ich liebe den zweiwöchentlichen Podcast EASY GERMAN. Er ist immer unterhaltsam und hält mein lebenslanges Hobby der deutschen Sprache frisch.

In den letzten Monaten haben sie eine Reihe humorvoller Podcasts gemacht, bei denen sie ein Thema (wie "Farben" oder "Sportarten") auswählen und einzelne Elemente als "TOP" oder "FLOP" bewerten.

Ich habe mehrere der Transkripte in Chat GPT eingegeben und es gebeten, die Listen zu bewerten. Die Ergebnisse gebe ich zuerst auf Deutsch und danach auf Englisch an.

###

Chat GPT 4:

Hier ist die Rangordnung der "Top oder Flop" Podcasts von best bis schlecht, mit einer kurzen Beschreibung für jeden:

  1. Top oder Flop: Feiertage

    • Begründung: Diese Episode deckt eine breite Palette von Feiertagen ab, sowohl bekannte als auch regionale, und bietet eine umfassende und fesselnde Diskussion über deutsche Bräuche und kulturelle Praktiken rund um diese Tage.
    • Punktzahl: 94.
  2. Top oder Flop: Gemüse

    • Begründung: Die Diskussion ist lebhaft und nachvollziehbar, da die Gastgeber persönliche Vorlieben und humorvolle Anekdoten über verschiedene Gemüsesorten teilen, was sie sowohl unterhaltsam als auch informativ macht.
    • Punktzahl: 88.
  3. Top oder Flop: Farben

    • Begründung: Die Gastgeber tauchen in ein lustiges und visuell anregendes Thema ein, indem sie ihre persönlichen Vorlieben und Abneigungen bei Farben besprechen, was sowohl fesselnd als auch nachvollziehbar ist.
      • Bei der AI-Beurteilung des COLORS-Podcasts stellen wir die Ironie und den Humor darin fest, dass Manuel, der teilweise farbenblind ist, Farben bewertet hat. Diese Widersprüchlichkeit verleiht dem Podcast eine Ebene der Unvorhersehbarkeit und des Charmes, die ihn für das Publikum ansprechender macht.
    • Punktzahl: 85.
  4. Top oder Flop: Städte

    • Begründung: Die Episode behandelt verschiedene Städte, sodass die Zuhörer ein Gefühl für unterschiedliche Orte und die Meinungen der Gastgeber zu ihnen bekommen, was sie zu einer interessanten Erkundung von Geografie und persönlichem Geschmack macht.
    • Punktzahl: 81.
  5. Top oder Flop: Süßigkeiten

    • Begründung: Die Diskussion über Süßigkeiten und Snacks weckt nostalgische Erinnerungen und persönliche Vorlieben, was die Episode zu einem erfreulichen und süßen Hörgenuss macht.
    • Punktzahl: 78.
  6. Top oder Flop: Sportarten

    • Begründung: In dieser Episode werden verschiedene Sportarten besprochen, wobei Einblicke in die Erfahrungen und Meinungen der Gastgeber zu den verschiedenen körperlichen Aktivitäten gegeben werden. Sie ist informativ, aber möglicherweise weniger nachvollziehbar für diejenigen, die sich nicht für Sport interessieren.
    • Punktzahl: 73.
  7. Top oder Flop: Wahlplakate

    • Begründung: Obwohl das Thema wichtig ist, ist die Diskussion möglicherweise weniger fesselnd für diejenigen, die sich nicht tiefgehend für Politik interessieren. Sie bietet einen kritischen Blick auf das politische Marketing, was möglicherweise nicht jeden anspricht.
    • Punktzahl: 67.

Jede dieser Episoden bringt etwas Einzigartiges mit, aber ihre Rangfolge basiert auf dem allgemeinen Unterhaltungswert, der Nachvollziehbarkeit und der Fesselung der Diskussionsthemen.

####

Here is the rank ordering of the "Top oder Flop" podcasts from best to worst, with a brief description for each:

  1. Top oder Flop: Feiertage (Holidays)

    • Reason: This episode covers a broad range of holidays, both well-known and regional, providing a comprehensive and engaging discussion on German customs and cultural practices surrounding these days .
  2. Top oder Flop: Gemüse (Vegetables)

    • Reason: The discussion is lively and relatable as the hosts share personal preferences and humorous anecdotes about various vegetables, making it both entertaining and informative .
  3. Top oder Flop: Farben (Colors)

    • Reason: The hosts delve into a fun and visually stimulating topic, discussing their personal likes and dislikes in colors, which is both engaging and relatable​​ .
  4. Top oder Flop: Städte (Cities)

    • Reason: The episode touches on various cities, allowing listeners to get a sense of different places and the hosts' opinions on them, making it an interesting exploration of geography and personal taste​​ .
  5. Top oder Flop: Süßigkeiten (Sweets)

    • Reason: Discussing sweets and snacks brings out nostalgic memories and personal preferences, making it a delightful and sweet episode to listen to .
  6. Top oder Flop: Sportarten (Sports)

    • Reason: This episode discusses various sports, providing insights into the hosts' experiences and opinions on different physical activities. It's informative but may be less relatable for those not into sports​​.
  7. Top oder Flop: Wahlplakate (Political Slogans)

    • Reason: While the topic is important, the discussion would be less engaging for those not deeply interested in politics. It provides a critical look at political marketing, which might not appeal to everyone .

Each of these episodes brings something unique to the table, but their rank is based on the overall entertainment value, relatability, and engagement of the discussion topics.

###

BONUS:

Summary of Podcast #466, Colors.

Chat GPT 4: 

Hier ist eine Zusammenfassung der deutschen Podcast-Episode 466 "Orange ist das bessere Gelb" vom Easy German Podcast:

Einleitung

  • Cari und Manuel sprechen über Caris neues Leben in Warschau und wie sie sich daran gewöhnt.
  • Cari erwähnt, dass sie ihre Freunde und ihr Team in Berlin vermisst.
  • Manuel erzählt von kürzlichen Teamevents und der gemütlichen Büroumgebung in Berlin.

Thema: Farben - Top oder Flop?

  • Schwarz: Manuel findet es "Top" wegen seiner Einfachheit und weil er es trotz seiner Farbenblindheit klar erkennen kann.
  • Weiß: Auch "Top" für beide, aber schwerer sauber zu halten. Manuel bevorzugt aus diesem Grund schwarze Kleidung.
  • Braun: Beide finden es "Flop" aufgrund negativer Assoziationen wie Nazis und Schmutz.
  • Grün: Manuels Lieblingsfarbe, besonders Dunkelgrün. Cari stimmt zu, dass es "Top" ist.
  • Rot: Manuel findet es "Flop" außer für seine Nützlichkeit als Warnfarbe (z.B. Ampeln). Cari findet es zu grell.
  • Gelb: Beide finden es "Flop" aufgrund des schlechten Kontrasts beim Schreiben. Cari erwähnt die positive Assoziation mit Frühling und blühenden Blumen.
  • Blau: Eine "Top"-Farbe wegen ihrer beruhigenden Wirkung und der Assoziationen mit Himmel und Wasser.
  • Lila: Manuel hat Schwierigkeiten, diese Farbe zu erkennen, und findet sie daher "Flop".
  • Pink: Ein "Flop" für beide, hauptsächlich aufgrund von Geschlechterstereotypen und der grellen Erscheinung.
  • Orange: Manuel findet es besser als Gelb wegen des besseren Kontrasts und der Assoziationen mit Früchten wie Orangen und Mandarinen.
  • Grau: Eine "Top"-Farbe, besonders im Designkontext. Manuel schätzt sie wegen ihrer Vielseitigkeit.
  • Beige: Beide finden es neutral. Manuel ist unsicher, mag es aber nicht.
  • Gold: Ein "Flop" für Manuel, assoziiert mit Donald Trump. Cari erwähnt scherzhaft Trumps goldene Sneaker.
  • Silber: Ein "Top" für Manuel, schätzt es für Dinge wie MacBooks.
  • Türkis: Ein "Top" für Manuel, besonders in Kombination mit Orange in Designästhetik.

###

Introduction

  • Cari and Manuel discuss Cari's new life in Warsaw and how she's adapting to it.
  • Cari mentions missing her friends and team in Berlin.
  • Manuel talks about recent team events and the cozy office environment in Berlin.

Topic: Colors - Top or Flop?

  • Black: Manuel finds it a "Top" color due to its simplicity and the fact that he can see it clearly despite his color blindness.
  • White: Also "Top" for both, but harder to keep clean. Manuel prefers black clothing for this reason.
  • Brown: Both find it a "Flop" due to negative associations like Nazis and dirt.
  • Green: Manuel's favorite color, particularly dark green. Cari agrees it’s a "Top".
  • Red: Manuel finds it a "Flop" except for its usefulness in warnings (e.g., traffic lights). Cari finds it too glaring.
  • Yellow: Both find it a "Flop" due to poor contrast in writing. Cari mentions its positive association with spring and blooming flowers.
  • Blue: A "Top" color for its calming effect and associations with the sky and water.
  • Purple: Manuel struggles to identify this color and thus finds it a "Flop".
  • Pink: A "Flop" for both, mainly due to gender stereotypes and its bright appearance.
  • Orange: Manuel finds it better than yellow due to better contrast and associations with fruits like oranges and mandarins.
  • Gray: A "Top" color, especially in design contexts. Manuel appreciates it for its versatility.
  • Beige: Both find it a neutral color. Manuel is unsure but doesn’t dislike it.
  • Gold: A "Flop" for Manuel, associated with Donald Trump. Cari jokingly mentions Trump’s gold sneakers.
  • Silver: A "Top" for Manuel, appreciating its use in items like MacBooks.
  • Turquoise: A "Top" for Manuel, particularly when paired with orange in design aesthetics.