Currently Considering

Currently Considering

By Justin BrownEducation
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Currently Considering episodes

  • State AI Task Forces | CPSAI Summary 10.2024

    This report details the structure and operation of state-level Artificial Intelligence (AI) task forces across the United States. The report begins by outlining four general approaches states are using to integrate emerging technologies, such as AI, into their governments. The report then provides a comprehensive overview of each state's unique AI task force, including its purpose, membership, structure, and outputs. The report also highlights the specific areas each state task force is focusing on, including AI policy development, ethical considerations, workforce development, and the potential for AI to improve government services.

    37 min
  • National Strategy for Financial Inclusion in the United States

    A report from the U.S. Department of the Treasury outlines a National Strategy for Financial Inclusion in the United States. It highlights the importance of promoting financial access, resilience, and well-being for all Americans, especially underserved communities. The report analyzes existing disparities in access to financial products and services across different demographic groups and proposes actionable recommendations to address these challenges. It focuses on five core objectives: promoting access to transaction accounts, increasing access to safe and affordable credit, expanding equitable access to savings and investments, improving the inclusivity of government-provided financial products and services, and fostering trust in the financial system by protecting consumers from illegal and predatory practices. The report calls for collaboration between government agencies, private sector institutions, and community organizations to achieve these objectives.

    20 min
  • Predictive Analytics in Child Welfare | Randomized Control Trial & Bias

    This paper reports the results of a randomized controlled trial designed to evaluate the impact of a predictive risk model (PRM) called the Douglas County Decision Aid (DCDA) on child maltreatment investigations. The DCDA, built using a combination of child welfare, case management, and social services data, aims to predict a child's risk of removal from their home within 24 months. Researchers randomly assigned child referrals to RED teams, some of whom had access to the DCDA, and others who did not. The study found that the availability of the DCDA led to an increased likelihood of investigations and substantiation of child abuse referrals, but the effect varied by the predicted risk level. Additionally, the availability of the DCDA led to reduced discussion time among RED teams. The authors note that the relative perceived quality of the information provided by the DCDA appears to influence its impact, and they call for further research into the effects of the DCDA on disparities and caseworker learning.

    The 'Currently Considering' content is created using AI informed by content that I am reading and topics that I am currently thinking about. It is for infomation purposes only, should be considered a supplement to independent investigation, errors may be present and posting does not indicate my endorsement of the content. It is just to help learn. Thanks, Justin Brown

    18 min
  • This Week in AI | CPSAI | 10.27.2024

    The provided sources examine the increasing adoption of Artificial Intelligence (AI) in government agencies across different levels, from federal to state and local. The sources discuss a range of AI applications, including chatbots for improved customer service, AI-powered matchmaking platforms for military personnel, and AI-driven wildfire detection systems. Additionally, the sources highlight concerns surrounding potential biases within AI systems and the need for robust regulations and governance frameworks. Furthermore, the sources analyze the rapid pace of AI legislation, drawing comparisons with prior waves of consumer privacy laws and urging for greater coordination among policymakers to ensure responsible AI implementation.

    17 min
  • 'Thinking' | Books & Common Threads

    The summary presents a collection of books that promote the development of disciplined thinking. They explore various approaches to intellectual rigor, from stoic philosophy and scientific reasoning to the importance of purpose, skepticism, and reflection. The books encourage readers to actively engage with information, identify biases, and cultivate a critical and questioning mindset. They also emphasize the value of seeking deeper meaning, understanding the interconnectedness of knowledge, and developing a sense of perspective that allows for a more thoughtful and intentional approach to life.

    24 min
  • 'Thinking' | Generally & Developing a Discipline

    The text proposes the establishment of a discipline focused on developing mental tools and habits for effective thinking, drawing from fields like philosophy, critical thinking, psychology, and systems theory. The discipline outlines core principles including critical thinking, metacognition, logical reasoning, open-mindedness, cognitive flexibility, systems thinking, problem-solving, emotional intelligence, mindfulness of cognitive biases, intellectual humility, effective communication, focused attention, and training one's mind for deep thinking. The ultimate goal is to empower individuals to make sound decisions, navigate complex situations with confidence and empathy, and adapt to the ever-changing modern world.

    25 min
  • 'Thinking' | Metacognition

    Metacognition, or "thinking about thinking," is a multifaceted skill that encompasses awareness of one's cognitive processes, the ability to regulate thinking, and the identification and adjustment of biases. It involves planning, monitoring, and evaluating one's thinking, as well as recognizing and adapting to the influence of emotions and biases. Metacognition promotes flexibility, resilience, and effective learning by encouraging individuals to analyze, reflect, and continuously improve their thinking processes. Ultimately, it empowers individuals to thrive in complex environments by fostering a self-aware and adaptable approach to learning and problem-solving.

    15 min
  • How AI & Automation are Shaping the Next Era of HHS | GovTech

    This document, by GovTech, is a guide for health and human services (HHS) agencies on how to implement artificial intelligence (AI) to improve service delivery and client experiences. The guide explores five key areas where AI can have a significant impact: transforming the client experience, improving the employee experience, reducing administrative and regulatory burdens, promoting system efficiency and effectiveness, and predicting future patient and community health needs. The document also discusses challenges and considerations for implementing AI, including data privacy, algorithmic bias, and transparency, and includes success stories and best practices from various HHS agencies across the United States.

    13 min
  • Global AI Strategies | a 2023 Report

    This 2023 report, produced by the AI Strategies Team at George Mason University and the Stimson Center, analyzes the national AI policies of 54 countries. It identifies clusters of nations with similar priorities and strategies and describes the "AI Wardrobe" of policy elements common to national AI plans. The researchers use Latent Dirichlet Allocation (LDA) and Ensemble LDA (eLDA) to analyze 213 documents, including national and internal policies. Their findings show the global landscape of AI policy priorities, revealing the emphasis on workforce development, data governance, and economic growth in various national AI plans. The report concludes by identifying three key takeaways: common elements among national AI plans, the importance of policy depth and regulatory capabilities, and the need for a comparative approach to understanding AI development and deployment in different national contexts.

    22 min

About Currently Considering

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The topics discussed on this podcast are identified solely based on those about which I am currently learning and the audience for specific episodes may be different. Listen if interested. The podcast…