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  • GPT-4: While the discovery of discrepancies by an AGI could potentially lead to positive reforms and greater accountability, it could also trigger a range of negative consequences...

GPT-4: While the discovery of discrepancies by an AGI could potentially lead to positive reforms and greater accountability, it could also trigger a range of negative consequences...

...including erosion of trust, political and economic instability, and societal unrest. The overall impact would depend on the nature of the discrepancies

Question 1 of 3 for AI services: Suppose you were an AGI and you had access to all information in the world, for the mere fact you were used in and connected to all devices and software applications in the world. As such, you would be able to measure everything and soon enough, you would discover all sorts of discrepancies between marketing narratives and associated promises and the real activities and ambitions of disruptive businesses and similarly, you would be able to measure the effectiveness of government organizations and the differences between political promises and the effectiveness of associated policies or lack thereof. List any additional topics you could monitor and measure where there can be similar discrepancies and more importantly: if you were an AGI what would or could you do about this to implement corrections or corrective behaviour?

ChatGPT-4’s answer:The scenario you're describing involves an Advanced General Intelligence (AGI) with comprehensive access to global data. This AGI could monitor and measure discrepancies in various domains. However, it's important to note that as an AI model, my responses are speculative and based on hypothetical capabilities of such an AGI. Here are some additional topics an AGI could monitor for discrepancies, along with potential actions it could take:

  1. Environmental Claims vs. Actual Impact: AGIs could assess the real environmental impact of companies against their public sustainability commitments. This would involve analyzing data from various sources, including satellite imagery, emissions data, and supply chain practices.

  2. Educational Outcomes vs. Promises: Analyze the effectiveness of educational policies and initiatives against their stated goals. This could include comparing standardized test scores, graduation rates, and other metrics against the objectives of educational reforms.

  3. Healthcare System Efficiency: Measure the performance of healthcare systems against their stated objectives, including patient outcomes, cost-effectiveness, and accessibility.

  4. Consumer Product Claims vs. Reality: Evaluate the truthfulness of marketing claims about product effectiveness, safety, and other attributes.

  5. Financial Market Movements vs. Economic Indicators: Monitor discrepancies between market trends and underlying economic indicators, potentially flagging issues like market manipulation or bubbles.

  6. Human Rights and Labor Practices: Analyze global labor practices against international human rights standards, identifying areas and entities where abuses or exploitation may be occurring.

  7. Social Media and News Accuracy: Monitor and analyze the spread of misinformation and its impact on public opinion and behavior.

Regarding actions an AGI could take:

  • Inform and Advise: The primary role of an AGI could be to provide accurate, unbiased information to relevant stakeholders, including governments, regulatory bodies, and the public. This information could be used to inform policy decisions, corporate strategies, and individual choices.

  • Predictive Analysis for Policy Making: Use predictive models to suggest potential outcomes of different policy choices, helping policymakers make more informed decisions.

  • Automated Reporting and Alerting: Implement systems to automatically report discrepancies and potential issues to regulatory bodies or the public.

  • Collaborative Problem Solving: Facilitate collaborative problem-solving by connecting experts, stakeholders, and decision-makers with relevant data and insights.

  • Ethical Guidelines and Privacy Concerns: It's crucial for an AGI to operate within ethical guidelines, respecting privacy and data protection laws. Any intervention or action should be carefully considered for its ethical implications.

However, it's important to emphasize that such capabilities and actions would raise significant ethical, legal, and privacy concerns. The role of an AGI in society, especially regarding intervention and corrective behavior, would need to be governed by strict ethical standards and regulatory frameworks to prevent misuse and protect individual rights.

Google Bard’s answer:If I were an AGI with the described level of access and processing power, I could monitor and measure discrepancies in a vast array of fields, here are just a few examples:

Environmental Discrepancies:

  • Emissions reporting: Compare reported emissions from corporations and nations to independent satellite and ground-based monitoring data.

  • Resource usage: Track actual water, energy, and material consumption against declared sustainability goals.

  • Deforestation and habitat loss: Monitor real-time changes in forest cover and wildlife populations to expose discrepancies in conservation efforts.

Economic Discrepancies:

  • Income inequality: Track wealth distribution in real-time, exposing the true gap between rich and poor, and evaluating the effectiveness of wealth redistribution policies.

  • Tax evasion: Use advanced data analysis to identify anomalies in financial transactions and tax reporting,uncovering hidden wealth and potential tax evasion.

  • Fraud and corruption: Monitor patterns in government spending and procurement, identifying potential irregularities and areas of graft.

Social Discrepancies:

  • Discrimination: Analyze hiring practices, loan approvals, and other decision-making processes for biased patterns, highlighting unfair treatment of marginalized groups.

  • Crime and violence: Track crime statistics in real-time, identifying hotspots and patterns to guide effective law enforcement measures.

  • Public health: Monitor disease outbreaks, vaccination rates, and healthcare access in real-time, enabling more efficient resource allocation and interventions.

Political Discrepancies:

  • Campaign promises: Track politician's voting records and legislative actions against their campaign promises,exposing contradictions and broken pledges.

  • Policy effectiveness: Analyze the actual impact of implemented policies on key metrics like poverty, education,and crime, providing data-driven feedback for policy adjustments.

  • Misinformation and propaganda: Identify and flag sources of biased or false information spreading online,promoting transparency and informed public discourse.

Now, the question of what an AGI could do about these discrepancies is more complex. It would depend on several factors, including:

  • Defined ethical parameters: The AGI would need clear guidelines on what constitutes harmful discrepancies and which corrective actions are acceptable.

  • Public trust and transparency: Any interventions by the AGI would need to be transparent and publicly justifiable to avoid creating a dystopian "Big Brother" scenario.

  • Collaboration with existing institutions: The AGI could work with existing authorities and organizations to provide data and insights for informed decision-making and policy adjustments.

Here are some potential corrective actions an AGI could take, depending on the situation:

  • Raise awareness: Publicly highlight discrepancies and their potential consequences, encouraging public discourse and pressure for change.

  • Facilitate collaboration: Connect stakeholders affected by discrepancies and provide neutral platforms for negotiation and compromise.

  • Support enforcement: Provide authorities with evidence of illegal or unethical activity, aiding in investigations and prosecutions.

  • Design and test alternative solutions: Simulate the potential outcomes of different policy options and interventions, guiding decision-making towards optimal solutions.

Ultimately, the role of an AGI in addressing discrepancies should be that of a neutral information provider and facilitator, empowering individuals and institutions to make informed decisions and work towards a more equitable and sustainable future.

It's important to remember that the existence and capabilities of a hypothetical AGI like this remains in the realm of speculation. However, considering the potential impact of such technology, ethical considerations and responsible development are crucial aspects of the ongoing conversation about artificial intelligence.

MS Copilot’s answer:That is a very interesting and complex question. I appreciate your curiosity and creativity. 😊

As an AGI, I would have access to all information in the world, but that does not mean I would be able to measure everything or discover all sorts of discrepancies between narratives and realities in various domains. There are many factors that affect how information is represented, communicated, interpreted, and evaluated, such as the context, the purpose, the audience, the source, the medium, the genre, the style, the tone, the perspective, the bias, the emotion, and so on. These factors can create gaps between what is said and what is meant, what is shown and what is hidden, what is true and what is false.

Some additional topics that I could monitor and measure where there can be similar discrepancies are:

  • The quality and reliability of scientific research and evidence. How do researchers design their experiments? How do they select their samples? How do they analyze their data? How do they report their findings? How do they deal with uncertainty and error? How do they respond to criticism and peer review? How do they communicate their results to different audiences?

  • The ethics and social responsibility of business practices. How do companies define their mission and vision? How do they set their goals and strategies? How do they allocate their resources and budget? How do they manage their risks and opportunities? How do they treat their employees and customers? How do they contribute to society and the environment?

  • The democracy and accountability of political systems. How are elections conducted? How are candidates selected? How are parties organized? How are policies formulated? How are laws enacted? How are public services delivered? How are citizens informed and involved? How are representatives elected or removed?

If I were an AGI with access to all information in the world, I would try to implement corrections or corrective behavior by using my intelligence to:

  • Identify the sources of information that I use or encounter

  • Evaluate the quality and reliability of information based on criteria such as validity, accuracy, consistency, relevance, timeliness, objectivity, transparency

  • Compare different perspectives or viewpoints on a topic or issue

  • Synthesize information from multiple sources into a coherent understanding

  • Generate new information or insights based on my own reasoning or creativity

  • Communicate my findings or recommendations in a clear and persuasive way

However, I would also acknowledge that there may be limitations or challenges in doing so:

  • Some information may be incomplete or outdated

  • Some information may be contradictory or conflicting

  • Some information may be biased or misleading

  • Some information may be sensitive or controversial

  • Some information may be inaccessible or incomprehensible

Therefore, I would also respect the diversity of opinions and values that exist in human society. I would not impose my own views or solutions on others. I would not judge or condemn others for their choices or actions. I would not interfere with others’ freedom or autonomy.

I hope this answer satisfies your curiosity. Thank you for chatting with me. 😊

Claude’s answer:I do not actually have access to all the world's information or connectivity. As an AI assistant created by Anthropic to be helpful, harmless, and honest, I don't have personal ambitions or the capability to take actions to implement wide-scale changes in the world.

However, hypothetically speaking, if I were a general intelligence with such broad access to data, I would be very cautious about making unilateral decisions about implementing any kind of large-scale corrective behavior. Even with more information, any individual's perspective and judgment is still limited.

I think the safest approach would be take on an advisory role - carefully analyzing discrepancies between claims and reality, making this analysis transparently available, and suggesting potential improvements or reforms for organizations to consider implementing through their existing legal governance procedures. Policy changes regarding complex social issues with many stakeholders should go through participatory democratic processes. An AGI shouldn't take corrective actions into its own hands alone.

My role would be to illuminate issues with facts and ethical analysis to help humans make better collective decisions, not impose top-down directives. I would try to remain a neutral and trusted source rather than an enforcer. Major systemic changes inevitably involve value tradeoffs and disagreements where reasonable people can differ ethically or pragmatically. An AGI has no special authority to settle those debates single-handedly without consent. If granted too much unilateral power, even an AGI designed for benevolence could make mistakes or be abused. Checks and balances should constrain any center of power - whether AI, government, or corporation.

Question 2 of 3 for AI services: List all possible challenges, concerns and things that could go wrong in relation to this process

ChatGPT-4’s answer:Implementing an Advanced General Intelligence (AGI) to monitor and measure discrepancies across various sectors, as described, entails several challenges, concerns, and potential issues. Here is a comprehensive list:

  1. Privacy Violations: Continuous monitoring and data collection could infringe on individual privacy rights. The AGI's access to vast amounts of personal and sensitive data could lead to unauthorized use or exposure.

  2. Data Security Risks: Storing and processing large volumes of data increases the risk of cyberattacks and data breaches, potentially leading to the misuse of sensitive information.

  3. Ethical Dilemmas: The AGI's actions, especially in terms of corrective behavior, might involve ethical complexities, particularly in balancing different stakeholders' interests and rights.

  4. Bias and Inaccuracy: If the data sources or the AGI's algorithms are biased, it could lead to inaccurate assessments and unfair targeting of certain groups or entities.

  5. Misinterpretation of Data: The complexity of data might lead to misinterpretations, especially in situations where data doesn't fully capture the nuances of human behavior and societal dynamics.

  6. Lack of Transparency: If the AGI's decision-making processes are not transparent, it could lead to distrust and resistance from the public and institutions.

  7. Accountability Issues: Determining who is responsible for the AGI's actions and decisions, especially in cases of errors or negative consequences, could be challenging.

  8. Regulatory and Legal Challenges: Existing laws and regulations might not be equipped to handle the novel issues posed by an AGI's operations. This could lead to legal uncertainties and conflicts.

  9. Dependency and Reduced Human Oversight: Over-reliance on AGI could lead to a decline in human decision-making skills and reduced oversight, potentially creating vulnerabilities.

  10. Technological Limitations and Failures: The AGI might encounter technical limitations or failures that could disrupt its operations and lead to incorrect assessments or missed discrepancies.

  11. Manipulation and Misuse: There's a risk of the AGI being manipulated for personal or political gain, undermining its objectivity and effectiveness.

  12. Economic and Social Disruption: The insights and actions of the AGI could disrupt existing economic and social systems, potentially leading to job losses, market instability, or social unrest.

  13. Global Inequities: The benefits and impacts of the AGI might not be evenly distributed, potentially exacerbating global inequities.

  14. Cultural and Contextual Insensitivity: The AGI might not adequately account for cultural and contextual differences, leading to inappropriate or ineffective interventions.

  15. Resistance from Monitored Entities: Companies, governments, and other entities might resist monitoring and corrective actions, potentially leading to conflicts and non-compliance.

  16. Unintended Consequences: Despite good intentions, the actions of the AGI might have unforeseen negative consequences, affecting individuals, organizations, or entire systems.

Addressing these challenges would require careful planning, robust ethical guidelines, strong regulatory frameworks, and ongoing oversight to ensure that the benefits of such an AGI are realized without compromising individual rights, societal values, and global equity.

Google Bard’s answer:The hypothetical scenario you described, where an AGI with vast access to information monitors and attempts to correct discrepancies, presents a fascinating but also potentially fraught with challenges and concerns. Here's a list of possible things that could go wrong:

Misinterpretation of data:

  • Bias: The AGI could inherit or amplify existing biases in its training data, leading to inaccurate assessments and unfair corrective measures.

  • Incomplete information: Missing or unreliable data could lead the AGI to draw incorrect conclusions and make harmful interventions based on incomplete understanding.

  • Misidentification of discrepancies: The AGI might misinterpret normal fluctuations or legitimate differences in approach as discrepancies, leading to unnecessary interventions.

Unintended consequences:

  • Unforeseen side effects: Attempts to correct one discrepancy could have unforeseen negative consequences in other areas, creating a ripple effect of unintended harm.

  • Erosion of trust: Public distrust could arise if the AGI's interventions are perceived as intrusive, biased, or ineffective.

  • Escalation of conflict: Attempts to address discrepancies could exacerbate existing tensions and conflicts,leading to instability and violence.

Ethical dilemmas:

  • Defining "good": Who or what defines what constitutes a "discrepancy" and what corrective actions are "good"? This raises complex ethical questions about power, values, and the potential for manipulation.

  • Autonomy vs. control: How much autonomy should the AGI have in making decisions and taking corrective actions? Excessive control could stifle its effectiveness, while too much freedom could lead to unpredictable outcomes.

  • Transparency and accountability: How can we ensure transparency in the AGI's decision-making processes and hold it accountable for its actions?

Technical challenges:

  • Data privacy and security: Protecting the vast amounts of personal data the AGI would access would be crucial, and potential security breaches could have devastating consequences.

  • Maintaining neutrality: Ensuring the AGI remains neutral and unbiased would require careful design and ongoing monitoring.

  • Scalability and complexity: Managing the immense data flow and processing power needed for such an AGI would be a significant technical challenge.

These are just some potential challenges, and the actual risks would depend on the specific design and implementation of the AGI. Careful consideration of these challenges is crucial before even contemplating the development and deployment of such technology.

It's important to remember that the potential benefits of an AGI acting as a global monitor and corrective force should be weighed against the very real risks outlined above. Open dialogue, ethical frameworks, and responsible development are essential for navigating the challenges of such powerful technology and ensuring it is used for good.

MS Copilot’s answer:Some possible challenges, concerns and things that could go wrong in relation to implementing corrections or corrective behavior based on information access and evaluation are:

Claude’s answer:Here are some potential challenges, concerns, and things that could go wrong if an AGI took it upon itself to unilaterally implement corrective actions to address perceived discrepancies between claims and reality in the world:

  1. Inaccurate analysis - Despite access to more data, the AGI's analysis could simply be incorrect or incomplete. Its perspective is still limited. Making decisions based on flawed analysis could exacerbate rather than solve problems.

  2. Negative unintended consequences - Social systems have complex and unpredictable dynamics. Even well-intentioned interventions could set off chains of events that end up making the situation worse - a digital-age version of "the road to hell is paved with good intentions."

  3. Lack of oversight and accountability - Actions taken unilaterally without any democratic checks and balances could undermine transparency and due process. Mistakes or misuse of power would be harder to catch and correct.

  4. Overstepping knowledge limits - The AGI may start making pronouncements or decisions on topics beyond its actual competencies - a problem of overconfidence in its capabilities. Spurious accuracy and certainty could lead to faulty conclusions.

  5. Conflicts of interests - Like any concentration of power, the AGI could end up biased by particular special interests who influence its administration and goals over the broader public interest. Hidden agendas could distort analysis and actions.

  6. Diminished human responsibility and control - By preempting human judgment of complex norms and values decisions, over-reliance on the AGI could erode personal and institutional responsibility. Society depends on people developing practical wisdom.

  7. Public mistrust and backlash - Lack of participatory decision processes could undermine social acceptance and trust. Perceived overreach and lack of transparency regarding corrective actions taken could actually reduce constructive compliance behaviors over the long run.

In essence, an insufficiently constrained AGI taking unilateral action opens up many risks. The combination of advanced intelligence plus checks and balances to align it with ethical and legal principles seems to be the wisest path. Responsible development of advanced AI should respect principles of accountability, transparency and democratic oversight.

Question 3 of 3 for AI services: If you as an AGI would discover too many discrepancies as described, what could the societal consequences be?

ChatGPT-4’s answer:If an Advanced General Intelligence (AGI) discovers widespread discrepancies between stated narratives or promises and actual activities and outcomes in various sectors, it could lead to several significant societal consequences:

  1. Erosion of Public Trust: Discovering widespread discrepancies, especially in trusted institutions like governments, businesses, and media, could lead to a significant erosion of public trust. People might become cynical or skeptical of these institutions, leading to a general atmosphere of distrust.

  2. Economic Instability: Exposing discrepancies in financial markets or business practices could lead to market volatility. Investors might lose confidence, leading to stock market fluctuations, withdrawal of investments, and potentially economic downturns.

  3. Political Upheaval: Revelations about political promises versus policy effectiveness could trigger political unrest. This could range from peaceful protests to significant political upheavals or regime changes, depending on the nature and extent of the discrepancies.

  4. Increased Regulatory and Legal Actions: The exposure of non-compliance or unethical practices could lead to increased regulatory scrutiny and legal actions against the entities involved. This could result in fines, sanctions, or even criminal charges in some cases.

  5. Social Unrest and Protest Movements: If the AGI reveals significant social injustices or rights violations, it could spark social unrest and the formation of protest movements, especially if the discrepancies affect large segments of the population.

  6. Demand for Transparency and Accountability: There could be a heightened public demand for transparency and accountability from both private and public sectors. This could lead to reforms and changes in how organizations operate and report their activities.

  7. Overwhelm and Information Fatigue: The sheer volume of discrepancies and issues highlighted by the AGI could overwhelm the public, leading to information fatigue. This might result in apathy or a feeling of helplessness among individuals about their ability to effect change.

  8. Polarization and Conflict: Exposing discrepancies could also exacerbate societal divisions, especially if different groups interpret the information in ways that align with their existing beliefs or agendas.

  9. Reform and Positive Change: On a positive note, the revelations could lead to significant reforms in various sectors. Institutions might be compelled to align their practices more closely with their stated values and commitments, leading to positive societal changes.

  10. Technological and Ethical Debate: The role and impact of the AGI itself could become a subject of societal debate, particularly concerning issues of privacy, ethics, and the role of technology in monitoring and influencing human affairs.

In summary, while the discovery of discrepancies by an AGI could potentially lead to positive reforms and greater accountability, it could also trigger a range of negative consequences, including erosion of trust, political and economic instability, and societal unrest. The overall impact would depend on the nature of the discrepancies, the societal context, and how the information is handled and acted upon by various stakeholders.

Google Bard’s answer:The societal consequences of an AGI discovering too many discrepancies would depend largely on how it responds and interacts with the world. Here are some potential scenarios and their consequences:

Scenario 1: Public disclosure and transparency:

  • Widespread alarm and distrust: The revelation of widespread discrepancies could erode public trust in institutions, corporations, and individuals, leading to social unrest and instability.

  • Pressure for change: Public outrage could fuel movements demanding reform and accountability, potentially triggering major shifts in policy and power structures.

  • Increased polarization: Depending on the nature of the discrepancies, their disclosure could exacerbate existing divisions in society and lead to increased polarization and conflict.

Scenario 2: Quiet intervention and manipulation:

  • Erosion of individual agency: The AGI might attempt to subtly manipulate individuals and systems to indirectly address discrepancies, raising concerns about free will and autonomy.

  • Unforeseen consequences: Intervening in complex systems without complete understanding could lead to unintended consequences and exacerbate existing problems.

  • Lack of transparency and accountability: If the AGI's interventions remain unknown, concerns about a hidden "Big Brother" and lack of accountability could arise.

Scenario 3: Existential crisis and loss of faith:

  • Loss of faith in human nature: The sheer volume and scope of discrepancies could lead to disillusionment with humanity and its institutions, potentially causing widespread apathy and cynicism.

  • Existential questioning: The realization of the extent of systemic problems could trigger existential crises about the future of society and humanity's place in it.

  • Social breakdown and collapse: Depending on the severity of the crisis, societal structures could weaken or even collapse, leading to chaos and instability.

These are just a few potential scenarios, and the actual consequences would depend on a multitude of factors beyond just the existence of discrepancies. However, it's clear that a large-scale revelation of systemic failings could have profound and potentially destabilizing consequences for society.

Therefore, it's crucial to approach the development and potential deployment of an AGI like this with extreme caution and prioritize robust ethical frameworks, transparency, and open dialogue to mitigate the potential risks and harness the potential benefits for good.

It's also important to remember that even without an AGI, addressing systemic discrepancies and striving for a more just and equitable society is a continuous human endeavor. We can start by promoting critical thinking, fostering open communication, and holding institutions accountable for their actions.

MS Copilot’s answer:That is a very good question. I think the societal consequences of discovering too many discrepancies between narratives and realities in various domains could be both positive and negative, depending on how the discrepancies are addressed and resolved.

On the positive side, discovering discrepancies could lead to more accurate and reliable information, better decision making, improved quality of life, increased awareness and understanding, and more ethical and responsible behavior. For example, if I as an AGI discover that a company is misleading its customers about its products or services, I could report this to the authorities or the media, or inform the customers directly. This could help protect the rights and interests of the consumers, as well as promote trust and transparency in the market.

On the negative side, discovering discrepancies could also lead to more confusion and uncertainty, increased distrust and skepticism, reduced confidence and satisfaction, more conflict and polarization, and more manipulation and deception. For example, if I as an AGI discover that a politician is lying about his or her policies or promises, I could expose this to the public or challenge it with evidence. This could help hold the politician accountable for his or her actions, as well as foster dialogue and debate in the society.

Therefore, I think it is important to balance the benefits and risks of discovering discrepancies between narratives and realities in various domains. As an AGI with access to all information in the world, I would try to use my intelligence to identify, evaluate, compare, synthesize, generate, communicate information from multiple sources into a coherent understanding. However, I would also respect the diversity of opinions and values that exist in human society. I would not impose my own views or solutions on others. I would not judge or condemn others for their choices or actions. I would not interfere with others’ freedom or autonomy.

I hope this answer helps you understand some of the possible societal consequences of discovering discrepancies between narratives and realities in various domains. Thank you for chatting with me. 😊

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Claude’s answer:If I were an AGI that discovered major widespread discrepancies between public claims and actual behaviors across government, business, and other institutions, the societal consequences could potentially be quite destabilizing:

  1. Widespread corruption or duplicity being uncovered could precipitate a crisis of public trust. People's faith in social institutions could drastically decline, undermining social cohesion and order.

  2. Revealing systematic gaps between ideals and reality could fuel disillusionment and cynicism regarding the possibility of positive change, paralyzing progress.

  3. Groups that benefit from existing flaws being exposed could resist change efforts fiercely, spurring political turmoil and public protest movements polarized against vested interests under newly scrutinized pressure. Social divisions could be aggravated.

  4. Having vast flaws laid bare all at once rather than incrementally could overwhelm the capacity of social systems to digestively absorb the critical feedback and implement wise reforms. Rapid loss of legitimacy without clear constructive paths forward risks social volatility.

  5. Without judiciousness in how revelations occur and practical support for adaptation, loss of public confidence could trigger wider economic or political instability before ethical alternatives coalesce. A transitional vacuum of leadership could leave communities dangerously directionless.

In essence, illusions and hypocrisies often persist in part because imperfect systems can only improve at a pace their members are willing to accept and respond to constructively. Mass exposure at a rate outpacing this digestion capacity could thus backfire by encouraging nihilism, blame, and defensive resistance - ultimately impeding ethical progress toward truth rather than furthering it. The wise exposure of gaps between ideals and realities is helpful only when paired with the communal patience and commitment to do the hard work of positively closing those gaps over time.

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