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Politico calls him California’s “chief gatekeeper” when it comes to AI rules and regulations. However, state Sen. Thomas Umberg isn’t all that interested in closing the door to progress on how we use and develop large language models (LLM). In fact, while the Santa Ana Democrat has concerns about the future of “AI” as we know it, he’s far more concerned with finding a way to balance regulation and innovation. With California having provided direction for decades in tech industry development and regulation, it only makes sense to Umberg that the state takes point in developing responsible but fair legislation this early in the technology’s lifespan.
Umberg joins TFIC co-host and Government Technology Staff Writer Ashley Silver, and Governing Staff Writer Zina Hutton, to talk about his concerns with AI regulation, why states are leading the charge, dealing with tech execs, and what steps states would have to address when it comes to a cohesive response on regulating AI.
SHOW NOTESHere are the top five takeaways from this episode:
State-Led AI Regulation Efforts: States, particularly California, are at the forefront of AI regulation, drafting hundreds of legislative proposals. State Sen. Tom Umberg emphasizes the need for clear definitions of key terms like “artificial intelligence,” “transparency,” “bias” and “privacy” to create effective regulations. Challenges in Balancing Progress and Protection: Officials like Umberg struggle to balance the benefits of AI with the need to mitigate its risks. The complexity of AI requires extensive consultation with experts across various sectors to ensure regulations are well-informed and effective. Federal vs. State Responsibilities: There’s a perceived vacuum at the federal level in addressing AI regulation, prompting states to take the initiative. California, home to many AI companies, feels a unique responsibility to set national and potentially international standards. Risks and Opportunities of AI: AI’s integration into numerous aspects of life, including health care, law enforcement and employment, presents both significant benefits and potential catastrophic risks. Transparent and unbiased AI models could improve objectivity in areas like insurance and employment. Ongoing Efforts and Collaboration: Continuous dialog with academics, AI enterprises and other stakeholders is crucial for developing robust regulations. Policymakers aim to find a “sweet spot,” where regulations foster AI's positive potential while minimizing its risks.Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3. Governing and Government Technology are both part of e.Republic.
Subscribe to The Future In Context for free on YouTube or the podcast app of your choice — Apple Podcasts, Spotify, Audacy and Audible.[Placeholder for audio player embed]
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The former Rust Belt state is betting its future on a sought-after natural resource — people — guided by one person in particular. Hilary Doe, the first state chief growth officer anywhere, discusses what’s next.
Michigan is putting its future in the hands of a single person — its first-in-the-nation chief growth officer. Hilary Doe, chief growth officer, expressed her excitement about the transformation of Michigan Central Station into a dynamic hub of innovation. This revitalized landmark in Detroit is not only fostering a thriving startup ecosystem, but also pioneering cutting-edge infrastructure projects like the first self-charging road. As a collaborative community for entrepreneurs and innovators, the station is positioning Detroit and Michigan as nationally recognized centers of opportunity and technological advancement.In this episode of The Future In Context, Doe speaks with Governing Senior Staff Writer Carl Smith about what’s new — and different — in her role, and the state’s approach to economic growth and competitiveness.
SHOW NOTESHere are the top five takeaways from this episode:
Revitalization of Michigan Central Station: The station is being transformed into a hub of innovation, serving as a key focal point for Detroit and the entire state of Michigan. Startup Ecosystem Growth: The area around the station, particularly Newlab in the book depository, is fostering a burgeoning startup scene with 99 new startups already established. Innovative Infrastructure: It’s ground zero for cutting-edge developments such as the first self-charging road, which exemplifies the forward-thinking projects attracting entrepreneurs and innovators. Collaborative Community: The station and its surroundings are becoming vibrant ecosystems where entrepreneurs and innovators can connect, share ideas and collaboratively build future technologies. National Recognition and Opportunity: The transformation of Michigan Central Station is positioning Detroit and Michigan as nationally recognized centers for innovation and opportunity, attracting talent and investment from across the country.Related Link to an item referenced in the episode:
One State Is Putting a Single Person in Charge of Its Growth StrategyOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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Fehlende Folgen?
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As ridership continues to lag amid a stubbornly slow recovery from the COVID-19 pandemic, cities experiment with free rides and micromobility to prove public transit’s worth in worsening financial conditions.
When New York Gov. Kathy Hochul spiked plans to implement congestion pricing in New York City, it took a much-anticipated annual injection of $1 billion out of the mix — just as public transit systems there and elsewhere were looking to the pricing scheme for some good news in an otherwise bleak fiscal landscape.In TFIC’s occasional series, Your Mileage May Vary, senior writers Skip Descant of Government Technology and Jared Brey of Governing discuss the ramifications of Hochul’s decision for transit systems across the country as concerns grow over a looming fiscal cliff from which they may not recover. At the same time, some regions are turning to new policy approaches, including fare-free rides and micromobility solutions, to reinforce the value they bring to their communities.
SHOW NOTESHere are the top 5 takeaways from this episode:
Congestion Pricing Pause in NYC: New York Gov. Kathy Hochul halted New York City’s congestion pricing plan. The plan was set to generate $1 billion annually for public transit, critical for addressing financial shortfalls. Political and Financial Implications: Hochul’s decision may be influenced by upcoming elections, aiming to avoid voter backlash. The halt leaves New York City’s public transit without a vital funding source, exacerbating its financial crisis. Post-Pandemic Public Transit Crisis: Ridership plummeted during COVID-19 and is recovering slowly. Transit systems face significant budget deficits as they struggle to regain fare revenue and maintain service levels. Alternative Funding and Operations Strategies: Several regions are exploring fare-free rides and micromobility solutions to address budget shortfalls. These measures aim to cut costs and attract riders, but their long-term sustainability and effectiveness are uncertain. State and Local Government Responses: Some state and local governments are stepping in to cover budget gaps. The level of support varies in places from New York to Minneapolis, and the financial viability of transit systems heavily depends on continued government subsidies and innovative funding solutions.Related Links to stories referenced in the episode:
Transit Agencies Must Replace Thousands of Maintenance Workers Why Some Cities Want to Combine Transit Agencies Resisting the Campaign for Safer Streets Eliminate Silos to Innovate Your Transportation SystemOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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Former Compton, CA mayor Aja Brown grew up poor. Early on, she developed a sense of what could be for her community. Later, as an urban planner, she had what she calls a “heart to see Compton reach its full potential.” Once she sat in the mayor’s desk, armed with a 12-point vision plan that reflected community needs and a determination to revitalization her city, she used the levers available to her to nudge Compton toward a preferred future. During her tenure, Brown focused on sustainability, economic development, and youth empowerment, leveraging private investment to drive progress.
“There is no equity without data”
She also championed the Compton Pledge, America’s largest experiment with universal basic income program to help address systemic inequalities. That work has led her to the intersection public policy, philanthropy and technology where she believes data-driven solutions can be better delivered outside of government.
SHOW NOTES
Here are the top five takeaways from this episode:
Community-Centered Leadership: Brown's tenure as mayor was defined by her community-centered approach, rooted in a comprehensive 12-point vision plan that addressed the pressing needs of Compton residents. By focusing on sustainability, economic development, and youth empowerment, she aimed to revitalize the city and empower its citizens.
Innovative Policy Initiatives: Brown's implementation of innovative policy initiatives, such as the Compton Pledge guaranteed income program, showcased her commitment to addressing systemic inequalities. By directly delivering resources to residents during the pandemic, Brown demonstrated the power of combining philanthropy with policy-driven solutions to uplift communities.
Technology as a Tool for Equity: Brown emphasizes the importance of technology, exemplified by platforms like Forward, in streamlining government processes and ensuring equitable distribution of resources. By leveraging data-driven solutions, technology can empower underserved communities and improve the efficiency and transparency of governance.
Continued Advocacy for Change: Brown's work exemplifies a continued advocacy for change and equity in governance. Her dedication to empowering communities and driving transformative initiatives underscores the ongoing need for innovative approaches to address systemic challenges and uplift marginalized populations.
Related Links to items referenced in the episode:
What If Government Just Gave Everyone Cash, No Strings Attached?
Several Los Angeles Cities in Dire Financial Straits The FORWARD PlatformOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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Eric Goldman, associate dean of research at Santa Clara University School of Law, assesses concerns around the impending TikTok ban or buyout. It faces significant First Amendment challenges, he said.
The debate over the potential TikTok ban, or forced sale under recent federal legislation, hinges on significant legal and constitutional challenges. Eight TikTok influencers have already filed a lawsuit, arguing the ban infringes on their First Amendment rights. Santa Clara University School of Law Associate Dean of Research Eric Goldman joins our Government A to Z, panel, drawing attention to the difficulties the government faces in justifying the ban, noting the lack of publicly available evidence on national security risks and the broader implications for free speech. Goldman suggests that the ban could set a precedent for digital trade barriers, leading to potential international retaliation and exacerbating political distrust among younger Americans. The conversation underscores the complex intersection of technology, law and public policy.TFIC co-host and Government Technology Staff Writer Ashley Silver along with two colleagues from Governing* — Staff Writer Zina Hutton and Digital Editor Zoe Manzanetti, react to Goldman's analysis in thinking about the future of TikTok in the lives of American users. They discuss the app's unique appeal, question whether its algorithm fosters deeper connections and consider the impact of a ban on users and the political landscape.
SHOW NOTESHere are the top five takeaways from this episode:1. Legislative Actions:
President Joe Biden signed a bill to ban TikTok if ByteDance, its Chinese owner, doesn't divest within a year. ByteDance has nine months to sell, with a potential three-month extension if it can demonstrate progress.2. Legal Challenges:
Eight TikTok influencers are suing the U.S. government, claiming the ban violates their First Amendment rights. Prior bans by the federal government, states and universities have already restricted TikTok usage on government devices.3. Constitutional Concerns:
Goldman argues the ban faces significant First Amendment challenges, as it affects users’ and the platform’s rights. The lack of public evidence on national security risks weakens the government’s case.4. Economic and Social Impact:
TikTok is a major platform for income and social interaction for millions, raising questions about the fairness of the ban. The ban could set a precedent for future digital trade barriers, affecting international relations.5. Public Opinion and Political Pressure:
Younger generations view the ban as a diversion from more pressing issues like housing and climate change. There’s a concern that a ban could increase distrust in the government, particularly among Gen Z and Alpha.Related Links to items referenced in the episode:
Questions Swirl Over Future of TikTok Ownership What Would a TikTok Ban Mean?Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3. *Governing and Government Technology are both part of e.Republic.
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A new report card called ScanGov monitors and evaluates the fundamentals of government websites in all 50 states and the federal government. The report reveals that half of all states received a failing grade, indicating a need for improvement in transparency, domain credibility, accessibility, and crawlability. The creators of ScanGov, Elias and Luke Fretwell, emphasize that their goal is not to shame governments but to educate and inspire behavioral change. The project has received positive feedback and has already prompted some agencies to make improvements. However, there is still a need for states to prioritize the technical components of their websites and establish dedicated digital service teams. Keywordsgovernment websites, ScanGov, report card, failing grade, transparency, domain credibility, accessibility, crawlability, civic hacking, behavioral change, digital service teams Takeaways Half of all states received a failing grade in the ScanGov report card, indicating a need for improvement in the fundamentals of government websites. The creators of ScanGov aim to educate and inspire behavioral change rather than shame governments. Positive feedback has been received, and some agencies have already made improvements based on the report card. States need to prioritize the technical components of their websites and establish dedicated digital service teams to ensure better performance. Chapters 00:00 Introduction: The Problem with Government Websites 03:15 ScanGov: Evaluating Basic Web Practices 04:43 Inspiring Change through Civic Hacking 09:30 Positive Feedback and Improvements 14:11 ScanGov Report Card: Revealing Failing Grades Related Links to items referenced in the episode: ScanGov: Government digital experience monitor A Young Civic Hacker Could Be the Next Generation of Gov Tech Subscribe to TFIC for free on YouTube or the podcast app of your choice — Apple Podcasts, Spotify, Audacy and Audible.
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From digital inclusion to AI innovation, we take a closer look at Government Technology’s honorees in the 23rd year of its annual awards. In conversation with editorial staff, we focus on the work of five particular leaders.
The editors of Government Technology recently released their annual Top 25 Doers, Dreamers and Drivers for this year. The class of 2024 is noteworthy for continuing a multiyear trend toward gender equity among recipients, with women making up 44 percent of the group. The cross section of public leaders is recognized for their work on digital inclusion, government modernization, innovative application of generative AI, and a collective commitment to improving government services.The episode focuses on five recipients, emphasizing their dedication and humility and underscoring their role in driving positive change at the local, state and national levels. The hosts are joined by Government Technology Managing Editor Lauren Kinkade, Associate Editor Zack Quaintance, Senior Staff Writer Thad Rueter and Data Reporter Nikki Davidson.
SHOW NOTES Amy Huffman, policy director of the National Digital Inclusion Alliance (NDIA), stands as a crucial adviser to localities in vying for slices of the federal government’s historic investment of $65 billion in broadband and $2.75 billion in digital equity. The funds are now trickling down to states, where the monumental task of allocation lies. Huffman is helping to guide states in effectively utilizing the funds, facilitating coordination through NDIA’s toolkit and state cohorts. Rob Mancini leads Prince William County, Va.’s IT department, which topped the 2023 Digital Counties Survey, following strong placements in previous years. He helmed the county’s modernization efforts and fostered an inclusive work environment. Mancini's focus is now on enhancing government services, including the implementation of a new AI-powered 311 platform, as part of ongoing efforts to transform the county’s IT infrastructure. Sam Orth, chief technology officer and director of technology in Columbus, Ohio, owes his career trajectory to an early interest in personal computers and a stint at a local computer store in the 1980s. His private-sector sales background informs his current role, emphasizing customer-centricity and the understanding that technology drives change and business outcomes. Orth’s approach, rooted in intrinsic motivation and a focus on trust and authentic communication, shapes initiatives like deploying body cameras for police and establishing the city’s data analytics program, highlighting the importance of people alongside technological tools in building successful IT programs. Kenyatta Powers-Rucker, Maryland Department of Human Services CIO, highlights the absence of mentorship as a significant hurdle in her tech journey — emphasizing the importance of support, particularly for underrepresented groups. With more than 12 years in leadership, Powers-Rucker’s commitment lies in facilitating access to tech resources for those in need while advocating for greater diversity in the industry through speaking engagements, networking and mentorship initiatives. Katy Ruckle, Washington’s chief privacy officer, has spearheaded the state’s privacy initiatives, establishing foundational principles and training programs while leveraging grants for workforce upskilling. In her role since January 2020, Ruckle aims to navigate the evolving landscape of technology, particularly AI, by fostering responsible data usage through collaborative partnerships and community engagement — ensuring Washington remains at the forefront of privacy standards.Related Links to items referenced in the episode:
GovTech’s Top 25 Doers, Dreamers and Drivers 2024 Video Overview of the GT Top 25Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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State government coverage faces a decline amidst journalism's broader struggles, with Pew Research Center revealing a rise in statehouse reporters, yet a decrease in full-time coverage. The University of Florida's College of Journalism and Communication combats this trend, sponsoring the $25,000 Collier Prize for State Government Accountability, awarded this year to a collaboration between Texas Tribune, ProPublica, and "Frontline" for their Uvalde school shooting investigation. Hub Brown, the college's dean, notes the endangered state of state government journalism due to dwindling resources, advocating for journalism that empowers citizens. Brown highlights the Collier Prize's role in showcasing impactful accountability journalism, fostering a national dialogue on its significance and ultimately promoting greater focus on journalistic excellence and societal accountability.
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With a crowd of more than 900 people, the NASCIO Midyear Conference buzzed with energy about generative artificial intelligence, along with concern that humans remain in charge.
Generative AI can fill a room. The National Association of State Chief Information Officers (NASCIO) Midyear Conference attracted some 938 registered attendees. And that’s for a membership organization that represents 50 appointed tech officials. Not surprisingly, AI dominated the agenda — but not to the exclusion of longstanding NASCIO priorities of cybersecurity, workforce development, business transformation and data literacy.Government Technology was on the ground for the event in National Harbor, Md., led by Executive Editor Noelle Knell, Managing Editor Lauren Kinkade and Senior Staff Writer Thad Rueter. The trio joined the podcast to recap the full scope of the conference.
Show Notes
AI’s Accelerating Role: The rapid rise of generative AI to production-level implementation is surprising state tech leaders, prompting important policy and practice discussions about how best to integrate the technology in ethical decision-making and service delivery. Data Literacy Imperative: Minnesota and Texas have pioneered innovative approaches to data literacy, which they see as fundamental to the future of state IT programs. Cybersecurity Challenges: AI compounds cybersecurity challenges for states, while giving the public-sector IT community powerful new tools in combatting bad actors. Long a priority for NASCIO, state-level defenses against cyber threats have been aided by federal support and collaboration. Future of Trusted Collaboration: NASCIO’s newly updated strategic plan emphasizes “trusted collaboration” as pivotal in navigating complex partnerships among public-, private- and civic- sector players. AI and Workforce Development: The intersection of AI and workforce development puts a premium on attracting younger tech professionals to government by showcasing AI’s potential impact in public service and the opportunities for skill development. Privacy and AI Ethics: State officials highlight the importance of addressing privacy concerns and ethical considerations in AI implementation, emphasizing compliance with record series laws and the imperative of building trust among citizens regarding AI use cases.Links to stories related to this episode:
Is Your State Data Literate? We Asked CIOs The Answer to Ransomware? ‘Doubling Down on the Fundamentals’ NASCIO Speakers Pepper Their AI Optimism With Warnings Nevada Harnesses GenAI for Employment Claims Evaluation SLCGP Money Goes to Training, Assessments, Policy DevelopmentOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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The rise of generative artificial intelligence is a stress test for data governance and management. And an opportunity for data stewards to shine.
When Neil Cooke became the Chief Data Officer at the Texas Department of Information Resources in 2022, generative artificial intelligence (GenA) was not on the horizon. The role was focused on data governance and collaborating with state agencies in overseeing the shared open data portal. It is tempting — and a little clickbaity — to say GenAI changed all that. But that would be factually incorrect. In fact, all the behind-the-scenes work on data management and governance has gone a long way toward preparing the state to meet the challenges — and take advantage of the opportunities — of AI.Cooke talked about data disciplines as a precursor to the effective use of artificial intelligence on our occasional series, Government A to Z, with TFIC co-host and Government Technology Staff Writer Ashley Silver along with two colleagues from Governing — Staff Writer Zina Hutton and Digital Editor Zoe Manzanetti.
Show NotesHere are the top 3 takeaways from this episode:
An Evolving Strategic Role:
Chief Data Officers (CDOs) and data management officers play pivotal roles in navigating government challenges by overseeing data governance practices and promoting collaboration across agencies. Their responsibilities include breaking down data silos, ensuring data quality, and fostering a culture where data is valued and managed effectively.AI’s Transformative Potential:
Artificial Intelligence (AI) emerges as a transformative tool in addressing governmental challenges, offering opportunities for automation, enhanced decision-making, and predictive analytics. However, the effectiveness of AI models heavily relies on the quality and security of the data they’re trained on, emphasizing the importance of robust data governance frameworks.Collaborative Approach:
Collaboration between government entities, AI advisory councils, and technology experts is essential for responsible AI development and effective data governance. Initiatives such as data literacy programs and AI user groups facilitate knowledge sharing and best practices dissemination, fostering a collaborative environment for addressing governmental challenges.Related Links to stories related to this episode:
Texas DIR Appoints Neil Cooke to Lead State Data Initiatives Agency's New State Chief Data Officer to Oversee Open-Data PortalOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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Reducing traffic deaths is a compelling proposition, but it gets complicated when trying to make it so.
Reduced enforcement of traffic laws, increased rates of driver impairment, cellphone distractions and street designs that prioritize speed have helped reverse long-standing traffic safety gains in American cities.Programs like Vision Zero, aimed at eliminating traffic deaths, face challenges in implementation and efficacy, though success stories like Hoboken, N.J., offer hope. Federal initiatives such as Safe Streets and Roads for All provide substantial funding opportunities for cities to enhance street safety. However, administrative barriers may hinder smaller municipalities from accessing these resources.In TFIC’s occasional series, Your Mileage May Vary, and Senior Writer Jared Brey (Governing) and Senior Writer Skip Descant (Government Technology*) explore how controversies around street design interventions — so-called traffic calming — like bike lanes and curb extensions highlight the challenges of balancing various transportation needs and navigating public perceptions. Technology plays a crucial role in supporting infrastructure improvements, from speed monitoring to data-driven safety assessments. In the aftermath of the Baltimore bridge collapse, the daunting task of rebuilding underscores the importance of robust infrastructure planning and response mechanisms.
SHOW NOTESHere are the top 5 takeaways from this episode:
Traffic Safety Trends: Despite long-term declines in traffic fatalities, American cities have experienced a concerning uptick in traffic-related deaths and collisions, particularly during the pandemic, attributed to factors like reduced enforcement and increased impairment. Challenges of Vision Zero: While programs like Vision Zero aim to eliminate traffic deaths, implementation faces hurdles, with mixed success in cities like San Francisco. Strategies include redesigning streets for safety and setting ambitious goals, but efficacy varies across contexts. Federal Funding Opportunities: Federal initiatives such as Safe Streets and Roads for All offer substantial funding to enhance street safety, but smaller municipalities may face administrative challenges in accessing these resources, highlighting the need for capacity-building support. Controversies in Street Design: Controversies around street interventions like bike lanes and curb extensions underscore the challenges of balancing diverse transportation needs and navigating public perceptions, with technology playing a crucial role in supporting infrastructure improvements. Lessons from Infrastructure Failures: Infrastructure failures like the Baltimore bridge collapse highlight the importance of robust planning and response mechanisms, underscoring the daunting task of rebuilding and its potential impacts on regional and global trade.Related Links to stories referenced in the episode:
How Hoboken Has Gone Years Without a Traffic Death Pedestrian Fatalities Reach Record HighOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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A 50-state investigation in data journalism suggests the answer is, not yet. The AI agent was insightful on a number of fronts; but, while not descending into hallucinations, its mind strayed from instructions as the experiment went on.
Government Technology Data Reporter Nikki Davidson tasked Google’s AI tool Gemini (formerly Bard) to explore AI’s perspective on government technology use. Davidson’s innovative approach involved treating AI as a collaborative partner to generate insights on AI’s potential applications in government.
Despite Gemini’s occasional inaccuracies and deviations from instructions, Davidson’s project yielded diverse and unexpected use cases across different areas, such as mental health, opioid use and climate change.Gemini’s recommendations extended to climate challenges and infrastructure needs, reflecting a surprisingly deep understanding of regional concerns. Gemini itself suggested it would be five to 10 years before AI is fully integrated in government operations, emphasizing that it is inevitable for government.
Believing turnabout is fair play, Davidson asked Gemini for feedback on her work. It gave the article a strong numerical grade on a scale of 1 to 10 but did have suggestions on how to make it better. Human reviewers, including Benjamin Palacio, a senior IT analyst with Placer County, Calif., highlighted both the promise and challenges of AI applications, particularly in sensitive areas like mental health support. Davidson views AI as a valuable tool but underscores the necessity of human oversight and awareness of its limitations.
SHOW NOTESTakeaways:
AI can be used as a tool to explore the best uses of technology in government. Surprising use cases of AI in government include mental health and opioid abuse awareness. Ethical concerns arise when AI suggests analyzing sensitive data like social media and medical records. Human intervention is necessary to ensure the accuracy of AI.Chapters:
00:00 Introduction and Setting Up the Story
00:39 Using AI to Explore Government Use Cases
04:10 The Maps and the Impact of the Story
05:12 Surprising Use Cases of AI in Government
07:18 Ethical Concerns and Gray Areas
09:05 AI’s Role in Infrastructure and Climate
10:26 Realistic Timelines for AI Implementation
11:22 The Relationship With AI and Hallucinations
13:17 AI’s Opinion on the Worth and Accuracy of the Work
14:19 Responses from Human Reviewers
15:30 AI as a Tool With Limitations
16:23 Conclusion and Future Possibilities
Related Links to items referenced in the episode:
How Does AI Predict Governments Will Use AI? It Depends Where You Live Center for Public Sector AI, a division of e.Republic, the parent company of Government Technology and Governing.Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
Listen to this episode on the player below or subscribe for free on YouTube or the podcast app of your choice — Apple Podcasts, Spotify, Audacy and Audible.[Placeholder for audio player embed]
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The reinvention of a Virginia city built by railway robber barons as a biotech hub defies default strategies of trying to attract new players to do what was done by the companies that left or closed. The story of Roanoke shares the cover of the rebooted print edition of Governing magazine* with a feature on what states are doing to increase the availability and affordability of housing.Governing Editor Alan Greenblatt discusses the magazine’s return to print after five years of being web-only. Greenblatt emphasizes the value of a physical magazine for high-level government officials, providing in-depth analysis and innovative ideas on pressing issues. The magazine aims to offer a thoughtful and lasting resource that readers can reference on their desks, offering a break from the overwhelming flood of web-based information.The cover stories feature Roanoke’s successful transition to biotech and the growing concern of housing shortages addressed by state policymakers.Here are the takeaways from this episode:
SHOW NOTESSolving the Economic Development Puzzle: Roanoke, Va., faced economic hardship when two Fortune 500 companies closed their headquarters. It was situation familiar to many communities that have lost major employers, leading to prolonged efforts to rebuild. However, Roanoke chose a different path. The city went all in on biotech, leveraging existing resources like Carilion Clinic and a new medical school from Virginia Tech. The shift resulted in a thriving biotech research institute that grew from one to over 500 employees.Shift in State Involvement in Housing: States are increasingly recognizing the widespread need for affordable and quality housing, leading them to take a more active role previously reserved for local governments.Zoning Policy Reform: States are reconsidering zoning policies, traditionally a local concern, as a factor contributing to housing cost increases and supply constraints. They are exploring changes to zoning laws to encourage more diverse housing options:
West Coast: States like Oregon, Washington and California are permitting multifamily buildings in single-family areas to increase housing density. East Coast: Pennsylvania’s Whole-Home Repairs policy offers grants to homeowners for essential repairs, aiming to preserve existing housing stock. Meanwhile, Rhode Island explores a public developer model, inspired by Montgomery County, Md., to build mixed-income housing. Mountain West: Colorado purposefully introduced multiple housing reform bills with overlapping coalitions to build a broad base of support for legislative change. It has also taken administrative action to reduce turnaround for permitting and eliminate mandatory parking. Colorado took a page from what worked in Montana, which pursued policies that require cities to allow duplexes and accessory dwelling units in single-family areas to address housing affordability and supply issues.While zoning policy reform may address higher housing costs associated with restrictive zoning, it doesn't necessarily lead to immediate cost reduction.
Importance of Transit Proximity: Progressive lawmakers recognize the benefits of building dense housing near transit hubs to reduce car dependency and improve efficiency in moving people.The issue also covers the turnover among school superintendents, citizenship for American Indians, city lobbying and the impact of clean energy credits.
Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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Lawmakers, industry players and parents are making moves to keep kids safe online, but their approaches vary widely. A bipartisan bill in the U.S. Senate is intended to shield children by requiring social media platforms to turn off addictive product features, and require companies to minimize mental health risks. New York state proposed restricting what it called “unhealthy social media usage” by prohibiting minors from accessing addictive feeds without parental consent. In the name of parental rights, Florida legislators considered sometimes competing bills to either ban those younger than 16 from social media altogether or require platforms to perform age verification of their users.
For their part, platform companies have worked to pre-empt government regulation by introducing safeguards in their software to limit what kids can do online, and with whom.The question of who should regulate access to social media — government, industry or parents — is the focus of the debut of another occasional series, this one called Government A to Z, a generational take on the intersection of society, technology and government. It features TFIC co-host and Government Technology Staff Writer Ashley Silver along with two colleagues from Governing — Staff Writer Zina Hutton and Digital Editor Zoe Manzanetti.
SHOW NOTESHere are the top 5 takeaways from this episode:
Government Regulation: There are common themes in state-level legislation aimed at protecting the mental health of underage social media users. Measures address safeguards against concerns over bullying, harassment, sexual exploitation, anorexia, self-harm and predatory marketing. The 2024 legislative sessions in Florida, Arkansas and Utah all sought to regulate social media access for minors. Industry Self-Regulation: Meta's introduction of nighttime nudges is the latest industry attempt to provide teens with automated tools to manage social media time. The panel discusses its potential effectiveness and compares it to similar tools on YouTube and TikTok. Parental Supervision: The introduction of parental supervision tools highlights the importance of privacy, autonomy and collaboration between parents and tech companies but also raises the specter of permanent infantilization. Nothing Resolved: The rapidity of change in the tech industry and changing societal norms and expectations require continuing refinement of legislation and regulations concerning social media access for minors. It is reasonable to expect further legal battles, as lawmakers, parents and tech companies contend for the ability to shape the online experience of minors. Literacy: The panel emphasized the need for education, media literacy and ongoing dialog to address the complex challenges posed by teen social media usage.Related Links to stories referenced in the episode:
States Eye Social Media Bans Despite Legal Roadblocks DeSantis Favors Toned-Down Social Media Restrictions Will Legislation Actually Keep Teens Off Social Media?Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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The freedom of the open road would become a little less free if congestion pricing became widespread in America. The strategy aims to reduce traffic congestion by charging variable fees for driving at certain times in certain areas. Planners and policymakers see the potential revenue to offset declining gas tax receipts as vehicles become more fuel efficient.
Decades after dynamic pricing was implemented by some international cities, only a relative handful of American cities — New York, Seattle, San Francisco, Los Angeles, Chicago, Boston and Washington, D.C. — have adopted plans for at least partial implementations of the pricing model.
In the debut of an occasional series called Your Mileage May Vary, Senior Writers Skip Descant (Government Technology) and Jared Brey (Governing) join The Future In Context to explore the efforts to bring the model to America and whether resistance is waning. The story of congestion pricing underscores the complexity of transportation and infrastructure management; and highlights the importance of strategic planning, community engagement and adaptive policies to address evolving challenges effectively.
SHOW NOTESHere are the top 5 takeaways from this episode:
Congestion Pricing: The concept of congestion pricing, though controversial, is gaining traction as a means to manage traffic congestion, reduce greenhouse gas emissions and fund transportation infrastructure. It involves charging drivers for road usage, especially in congested areas, to incentivize alternative modes of transportation. Funding Challenges and Alternative Revenue Sources: Traditional funding sources like the gas tax are becoming insufficient due to factors such as increased fuel efficiency and the rise of electric vehicles. Policymakers are exploring alternative revenue sources like vehicle miles traveled (VMT) fees to sustainably fund transportation infrastructure projects. Public Engagement and Policy Design: Effective policy design requires thorough public engagement to understand community needs and concerns. Policymakers should align their goals, whether reducing congestion, cutting emissions or improving driving experiences, with the preferences of the public to garner support and ensure successful implementation. Economic, Social and Environmental Importance: Transportation and infrastructure are vital for economic growth, social well-being and environmental sustainability. They affect various aspects of life and are crucial for governments to manage effectively. Long-Term Perspective and Political Will: Implementing significant changes in transportation and infrastructure requires a long-term perspective and political will. Policymakers must navigate complex challenges, including public resistance, competing interests and the need for sustainable solutions that address both current and future needs.Related Links to stories referenced in the episode:
To Sell Congestion Pricing Plans, Don’t Mention Climate Change Washington’s $15 Tolls Hope to Reduce Traffic, Increase Revenue After NYC, Will Los Angeles Be Next to Consider Congestion Pricing? Hope for Car-HatersOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes. The main image for this story was created using DALL-E 3.
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Work is well underway in jurisdictions across the country to prepare for the next generation of doing the public’s business.
Governments have the unenviable task of coming to terms with the promise and pitfalls of generative AI through the strictures of public policy. On this cover story episode of the podcast, the writers and editors from our sister publication, Government Technology, take us into the three-story package on a policy-driven approach to AI describe a growing body of work that points the path to the future.
Show NotesHere are the top 10 takeaways from this episode:
AI Guardrails: Policymakers start from the position that it is a necessity to establish guardrails for the safe and ethical use of AI in government policies. Safety and Privacy: The cover story emphasizes the importance of ensuring AI systems are used safely, protecting individual privacy rights and minimizing biases in decision-making processes. Jurisdictional Innovations: The three-story package on AI in the issue highlights a number of jurisdictions, including New Jersey, Utah and Santa Cruz County, Calif., for their innovative approaches to AI governance. Federal Regulations: The guests discuss the executive order from President Biden and state-level frameworks as part of the evolving framework of AI regulations in government. Human-Centered Policies: The package points to the significance of developing human-centered policies that prioritize the well-being and rights of individuals affected by AI technologies. Data Governance: Each of the three stories helps to unpack the crucial role of data governance in ensuring the quality, accuracy and ethical use of data powering AI systems. Vendor Selection: Government cannot do AI alone but it needs to have internal competence to select AI vendors as essential components of responsible AI adoption in government. Policymaker Collaboration: Getting AI right requires policymakers, data experts and other constituents to work together to shape responsible AI policies and regulations. Technology Education: MIT’s efforts to introduce AI education stand as an early exemplar of curriculum development in preparing the next-generation workforce. Digital Transformation: Columns in the issue address broader themes such as transparency in AI systems, and the persistent need for human copilots in digital transformation of government services.Related Links to stories referenced in the episode:
Adam Stone, How Should Government Guide the Use of Generative AI? Julia Edinger, Where to Start With AI? Cities and States Offer Use Cases Nikki Davidson, A Good AI Program Must Start With Good Data Ben Miller, Making AI Work for Government: It All Comes Down to Trust Noelle Knell, MIT Program Fosters Early AI Education for Future Workforce Paul W. Taylor, Online Government Services Need a 'Human Copilot'Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes.
Listen to this episode on the player below or subscribe for free on YouTube or the podcast app of your choice — Apple Podcasts, Spotify, Audacy and Audible.
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The co-author of a new book suggests that when technology, data and collective effort converge, government, the tech industry and higher education can tackle major challenges while bringing a new generation into the workforce.
Arun Gupta — a venture capitalist, academic and author — champions a union of government, academia and entrepreneurship to solve societal problems, stressing tech and data’s key roles in innovation and restoring trust. In an interview with Governing’s Carl Smith, Gupta sees government data as vital for improving services and tackling climate change and geopolitical strife, urging a move to fact-based debates for a sustainable future.
SHOW NOTESHere are the top takeaways from this episode:
Gupta wrote the book to address the growing desire among students for mission-oriented work and the need to harness optimism and innovation to solve societal issues through government collaboration. The book emphasizes the importance of technology in all organizations, including government, citing statistics about the age distribution of tech workers and the role of data in driving innovation and rebuilding trust between citizens and government. Gupta advocates for modernizing infrastructure to attract top talent to government, highlighting the need for interdisciplinary opportunities in academia and partnerships between the public and private sectors at the state level. He discusses the significance of utilizing government data to enhance services and user experiences, stressing the potential for data-driven approaches to address major societal challenges such as climate change and geopolitical conflicts. Gupta encourages a shift in the culture of debate toward facts and data, emphasizing the role of collective effort in creating a better, safer and more sustainable society in the face of existential threats.Related link to the book referenced in the episode:
Arun Gupta, Gerard George and Thomas J. Fewer, Venture Meets Mission: Aligning People, Purpose, and Profit to Innovate and Transform Society, Stanford Business Books, 2024.Our editors used GPT-4 to summarize the episode in bullet form to help create the show notes.
Listen to this episode on the player below or subscribe for free on YouTube or the podcast app of your choice — Apple Podcasts, Spotify, Audacy and Audible.
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Mental health, climate and workforce are at the core of a complex cluster of issues confronting lawmakers in this year.
Legislators are under growing public pressure to address mental health challenges, implement climate policies and stabilize public pensions, while also dealing with workforce shortages. And those are just the top of the list of issues vying for attention. Even with a relatively healthy budget situation this year, it will still be a delicate balance.On this episode of the podcast, Alan Greenblatt, Jared Brey, Zina Hutton and Carl Smith return to complete the discussion of Governing’s Issues to Watch.
SHOW NOTESHere are the top takeaways from this episode:Mental Health Legislation and Funding
Increased cases of mental illness, especially among youth, have prompted legislation in several states to regulate social media use and increase mental health education in schools. Efforts aim to move away from solely relying on policing for mental health crises, emphasizing instead earlier identification and support for mental health challenges before they escalate. The surge in mental health issues increases demand for more funding, but states are struggling to find novel and sustainable sources to meet the need.Public Health
To counterbalance high post-pandemic attrition rates, public health agencies are employing community health workers, providing family members with incentives to provide in-home care and seeking expanded Medicare coverage. Unwinding pandemic-expanded coverage remains a priority. States are focusing on controlling health-care costs and curbing excesses in prescription drug pricing. Despite funding reductions, states continue to enhance state-level data systems and push for a potential national data system for better coordination during crises.Climate and Energy Policies
States are now potential drivers for climate progress (despite federal challenges) after disappointing COP28 results that refused to phase out fossil fuels. The implementation of climate-related provisions of the Inflation Reduction Act has been slow even though they come with significant funding, especially that focused on hydrogen hubs, contingent on emissions and clean energy usage. On renewable energy, there is a growing recognition of the need for increased transmission capacity to utilize existing renewable energy resources effectively.International Affairs and State-Level China Policies
There is growing hostility toward China reflected in state-level bans on Chinese-owned apps like TikTok and restrictions on Chinese land ownership. Local governments feel pressure to engage in international issues despite their limited jurisdiction, reflecting a broader trend to nationalize politics.Public-Sector Workforce and Pension Reforms
Efforts to diversify the public-sector workforce continue by targeting Gen Z, adjusting job requirements for skill-based hiring and providing internships to bridge skill gaps. Some states grapple with underfunded pensions, leading to potential cuts impacting education and health care, while others explore riskier investment ventures to improve funding. States are focused on maintaining stability by stress-testing public pensions for potential financial risks and preparing for future uncertainties in pension funding.Related link to the stories referenced in the episode:
Governing’s Biggest Issues to Watch in 2024 Columbia Law Center & Climate School, Inflation Reduction Act TrackerOur editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes.
Listen or subscribe for free on YouTube or the podcast app of your choice — Apple Podcasts, Spotify, Audacy and Audible.
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As legislatures in 37 states are back in session this month, with another 9 set to open before April, law makers face a daunting set of challenges. Budget prospects have improved modestly but tax tensions remain as law makers deal with complex demands to deal with crises in housing and drug overdoses. Their hoppers are also filled with bills to address criminal justice reforms, transportation funding, child tax credits, post-pandemic workforce dynamics and renewed calls for school choice and parental rights.Governing editor Alan Greenblatt and writers Jared Brey, Zina Hutton and Carl Smith join the podcast to discuss these issues and more.SHOW NOTESHere are the top takeaways from this episode:AI Policy Evolution and Concerns
Rapid advances in artificial intelligence outstrip the ability to competently regulate. Concerns about misinformation, the embedding of implicit biases and workforce displacement are catalysts for legislation at the state and federal levels, focusing on usage boundaries and deepfake controls. Anticipated regulation aims at managing deepfake generation, especially around election content, with a focus on data literacy to combat misinformation. Challenges persist in addressing AI-generated hallucinations due to insufficient frameworks and fact-checking protocols. California leads in privacy and bias regulations, impacting AI application in healthcare and job sectors.Budgets and Taxation
States see modest budget increases, drawing on pandemic surpluses for tax cuts and infrastructure investments, but with an eye to long-term fiscal sustainability. Tensions between revenue growth for programs and tax reductions pose challenges as states grapple with budget surpluses.Transportation Funding Challenges
Funding public transit faces hurdles as commuting patterns change in post-pandemic workplaces, prompting some jurisdictions to consider taxing high earners to support public services.Child Tax Credits and Labor Force Impact
States extend child tax credits to mitigate federal program expirations, aiming to alleviate poverty but it has raised concerns about workforce participation.Education & School Choice Dynamics
Parental dissatisfaction is driving school choice initiatives, affecting public education funding and stirring parental rights discussions. Media literacy legislation addresses gaps in students' abilities to navigate and critically assess online information sources, which are seen as vital for future academic and professional success.Drug Overdose Crisis and Criminal Justice
Illicit fentanyl is driving the recent increase in US drug overdose deaths, prompting debates between punitive approaches and medical treatment for substance abuse disorder. Polarized viewpoints in criminal justice reform lean towards tougher enforcement, influenced by political rhetoric and public sentiment.Governing’s editors and writers round out the discussion of the remaining issues to watch – including healthcare, mental health, climate and energy policies and the nationalization of politics during a presidential election year – on the next episode of the podcast, which drops on January 31st.
Related link to the stories referenced in the episode:
Governing’s Biggest Issues to Watch in 2024Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes.
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GovTech100 companies are likely to have an outsized role in making government better. Many now come with deep pockets thanks to investments from private equity.
Government Technology's ninth annual list of gov tech companies that are changing the way government works comes with an added twist — the injection of large sums of capital through the private equity market. Agencies are attracted to the promise of increased capacity and agility but are not always prepared for the disruptions that come from these increasingly well-funded players.Private equity's bullish embrace of gov tech hinges on its recession-resistant allure and pivotal role in digitizing the way governments work, seeing opportunities in closing the innovation gap between the private and public sectors in delivering services and optimizing operations. This year’s GovTech100 features companies with the majority of their revenue coming from sales to government and reflects a diverse mix of established names and newcomers, like CivicEye and Versaterm. This episode features Government Technology Associate Editor Ben Miller, who helped curate this year’s list, and Thad Reuter, who wrote the cover story on the impact of private equity on the gov tech market.SHOW NOTESHere are the top takeaways from this episode:Gov Tech's Appeal to Private Equity:
Resilience: Gov tech's perceived recession-proof nature and essential role in providing digital services for governments contribute to its attractiveness to private equity. Digital Transformation: Increased cloud adoption and the shift from analog to digital processes in government services make gov tech an appealing investment.Factors Driving Gov Tech's Fertility:
Software-as-a-Service Growth: The expansion of SaaS and cloud-based services contributes to gov tech's appeal for private equity investors. 'Amazon Effect': Consumer expectations for quick, efficient services influence gov tech companies to emulate Amazon's one-click model. Modernization Needs: The push to bring governments into the 21st century creates ample opportunities for growth and investment in gov tech.Challenges in Emulating Amazon's Efficiency:
Customer vs. Constituent Service: Varied expectations and differing service models pose challenges in replicating Amazon's efficiency in a government context. Limitations of Consumer-Based Models: The unique role of government in serving all constituents, regardless of choice, presents limitations in mirroring corporate models.Private Equity's Focus on End-to-End Platforms:
Investment in Growth: Private equity's interest in developing end-to-end platforms drives investments in companies like Accela and Granicus. Potential for Similar Growth: Notable growth in certain companies indicates potential for similar patterns in the gov tech sector.GovTech 100 — Mix of Established and New Entrants:
Shift in Focus: This GovTech100 list emphasizes emerging startups and serial entrepreneurs committed to public service innovation. Notable Newcomers: Public safety entities like CivicEye, Fieldware and Versaterm, alongside niche-focused companies, join the GovTech100.Engaging with Gov Tech Startups:
Disruptive Solutions: Startups bring innovative solutions and responsiveness to pressing government needs. Potential for Uncovering New Approaches: Engaging with startups might reveal new perspectives and methods to address long-standing issues.Anticipating Evolution in Gov Tech Companies:
Flexibility and Adaptability: Agencies engaging with startups should anticipate shifts in focus, offerings and potential expansions as these companies evolve through investment cycles. Evolution in Offerings: Growth might lead to changes in services and expansions, offering both challenges and opportunities for agencies.Our editors used ChatGPT 4.0 to summarize the episode in bullet form to help create the show notes.
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