Moody's Talks - Muniland podcast

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TechSurge: Deep Tech VC Podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 11 يومًا1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

Moody's Talks - Muniland

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Hosted by Nick Samuels of the US Public Finance team, Muniland delves into the latest developments impacting the credit environment for states, local governments, healthcare, higher education and more. In each episode, Moody’s analysts join Nick in exploring the ramifications of the pandemic, climate change, cyber risk, federal policy, pension burdens and other deep-seated challenges.

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#Business #Moody's Investors Service #Muniland #Project Finance #Us Project Finance

Moody's Talks - Muniland

updated منذ عام واحد

منزل السلاسل•Feed

49 حلقات

#Business #Moody's Investors Service #Muniland #Project Finance #Us Project Finance

كل الحلقات

Moody's Talks - Muniland

1
Outlooks stable for healthcare and mass transit sectors in 2025 15:08

منذ 13 weeks15:08

15:08

Robust revenue gains and easing expense growth will buoy not-for-profit hospitals over the next 12 months, while state and local taxes will play a growing role in funding many of the nation’s transit systems. Guests : Nansis Hayek, Analyst - Moody’s Ratings; Rita Strauss, AVP-Analyst - Moody’s Ratings; Matt Butler, Vice President - Moody’s Ratings Host : Nick Samuels, Senior Vice President - Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): Not-for-Profit and Public Healthcare – US: 2025 Outlook - Stable as profitability rises modestly on revenue growth, cost controls Mass Transit – US: 2025 Outlook - Stable as taxes and state funding continue to support operations…

Moody's Talks - Muniland

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Rising insurance costs indicate growing climate risk for state and local governments 17:31

منذ 22 weeks17:31

17:31

The availability and affordability of home insurance is declining as damage from hurricanes and wildfires becomes more frequent. That could have negative implications for property values and tax revenues, particularly in the most disaster-prone states. Guests : Michael Wertz, VP - Senior Analyst, Moody’s Ratings; Denise Rappmund, VP - Senior Analyst, Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): State and Local Governments – US: Rising insurance costs indicate growing climate risk to state and local governments…

Moody's Talks - Muniland

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US public schools grapple with depleted federal aid, rising salaries and falling enrollment 14:01

منذ 26 weeks14:01

14:01

The operating environment for K-12 districts is getting tighter as $190 billion in pandemic support ends, employee costs climb, and declining birthrates reduce the school-age population. Guest : David Levett, VP-Sr. Analyst - Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): Public K-12 School Districts – US: Tightening operating environment will challenge a growing minority of districts…

Moody's Talks - Muniland

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Ballooning stadium subsidies amplify risk for US states and local governments 12:47

منذ 31 weeks12:47

12:47

Stadium projects are often less financially beneficial than projected for the governments subsidizing them, though a shift toward multipurpose facilities brings the potential for enhanced returns. Guest : Greg Sobel, AVP-Analyst - Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): States and Local Governments – US: Ballooning stadium subsidies amplify risk amid potential economic development…

Moody's Talks - Muniland

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NCAA settlement and declining enrollment shift the higher education landscape 12:40

منذ 35 weeks12:40

12:40

Higher expenses after a $2.78 billion agreement on student athlete payments pose a credit risk for smaller colleges, which already face rising competition from larger, cheaper institutions. Guests : Patrick Ronk, AVP-Analyst - Moody’s Ratings; Nicole Serrano, VP-Sr Credit Officer - Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): Higher Education – US: Settlement in NCAA antitrust cases leads to colleges paying athletes, a credit negative Private Colleges and Universities – US: Small institutions in Northeast and Midwest face credit stress as enrollment declines…

Moody's Talks - Muniland

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Revenue shortfall leaves California facing a budget squeeze 15:48

منذ 39 weeks15:48

15:48

Spending cuts of $25 billion will ease the deficit, though out-migration of high earners remains a drag on revenue. K-12 education will avoid significant cuts, but is vulnerable if the economy slows. Guests : Matt Butler, VP-Sr Credit Officer - Moody’s Ratings; Helen Cregger, VP-Sr Credit Officer - Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): California’s deficit grows, increasing importance of strong budget solutions California school districts are prepared for state budget cuts due to liquidity and strong reserves…

Moody's Talks - Muniland

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Insurance crisis poses credit risks for hurricane-prone Florida and Louisiana 15:44

منذ 44 weeks15:44

15:44

As climate issues mount, residents face escalating property insurance costs and, in some cases, difficulty obtaining coverage at all, which threatens to hurt the economy and curtail tax collections. Guests : Bola Kushimo, Vice President - Senior Credit Officer, Moody’s Ratings and Denise Rappmund, Vice President - Senior Analyst, Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): State and Local Government - Louisiana: Climate risks and insurance costs pose challenges for state and local governments Florida (State of): Florida insurance exposure reaches peak of 1% of GDP as state increasingly supports sector Property & Casualty Insurance – US: Homeowners insurers aim to boost profits as weather-related losses, inflation take toll For more, listen to our Focus on Finance episode: US homeowners insurers raise prices as inflation and weather-related losses take a toll…

Moody's Talks - Muniland

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Graying of America poses financial risks for many local governments 11:24

منذ 48 weeks11:24

11:24

Local governments face a loss of economic vitality and tax revenue as the working-age population declines. Meanwhile, a tighter labor supply remains a chronic issue for the hospital sector. Guests : Frank Mamo, Vice President - Senior Analyst, Moody’s Ratings and Dan Steingart, Vice President - Senior Credit Officer, Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): Cities and Counties – US: Declining working-age population will constrain revenue and test adaptability…

Moody's Talks - Muniland

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Intensifying droughts turn up the heat on US state and local governments 11:15

منذ 52 weeks11:15

11:15

As water shortages threaten to curb economic growth, governments in many parts of the country are stepping up investment in water management and conservation. Guests : Sunny Zhu, AVP – Analyst, Moody’s Ratings; Maddie Atkins, Analyst - Moody’s Ratings Host : Nick Samuels, Senior Vice President, Moody’s Ratings Related content on Moodys.com (may only be available to registered users and subscribers): States – US: Effective management will be crucial in lessening credit risks from water stress…

Moody's Talks - Muniland

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Red Sea disruptions reshape cargo dynamics on America's East and Gulf Coasts 12:28

منذ 1 year12:28

12:28

Suspension of commercial shipping in the Suez Canal and reduced activity in the drought-afflicted Panama Canal have the potential to reduce revenue at key US ports. Guest : Moses Kopmar, Vice President – Senior Analyst, Moody’s Investors Service Host : Nick Samuels, Senior Vice President, Moody’s Investors Service Related content on Moodys.com (may only be available to registered users and subscribers): Ports – US: Red Sea shipping disruptions have potential to reduce East Coast cargo volume Ports – US: 2024 Outlook - Stable as cargo volume grows slowly in difficult macro environment…

Moody's Talks - Muniland

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Major US cities’ pension risks are easing, but far from retired 14:17

منذ 1 year14:17

14:17

Pension liabilities for large local governments are falling because of higher interest rates. This dynamic — and greater contributions —bodes well for credit quality, though investment risk lingers. Guest : Tom Aaron, Vice President – Senior Credit Officer, Moody’s Investors Service Host : Nick Samuels, Senior Vice President, Moody’s Investors Service Related content on Moodys.com (may only be available to registered users and subscribers): Local Government – US: Balance sheet leverage declining for large, pension-heavy local governments…

Moody's Talks - Muniland

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Higher education outlook returns to stable 9:49

منذ 1 year9:49

9:49

While pandemic pain lingers, our higher education outlook has improved to stable from negative as revenue grows, margins steady and balance sheets remain generally healthy. Guest : Chris Collins, Vice President – Senior Analyst, Moody’s Investors Service Host : Nick Samuels, Senior Vice President, Moody’s Investors Service Related content on Moodys.com (may only be available to registered users and subscribers): Higher Education – US: 2024 Outlook - Revised to stable as revenue growth closes gap on expenses…

Moody's Talks - Muniland

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Hospitals’ prospects improve after severe struggles starting with the pandemic 10:41

منذ 1 year10:41

10:41

We have revised our outlook for the US not-for-profit healthcare sector to stable from negative as a recovery takes hold, largely driven by a slowdown in the growth rate of labor costs. Guest : Matt Cahill, Assistant Vice President – Analyst, Moody’s Investors Service Host : Nick Samuels, Senior Vice President, Moody’s Investors Service Related content on Moodys.com (may only be available to subscribers) : Not-for-Profit and Public Healthcare – US: 2024 Outlook – Revised to stable as financial recovery gains momentum…

Moody's Talks - Muniland

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US states get pension relief; English local governments face mounting financial stress 16:23

منذ 1 year16:23

16:23

States’ pension liabilities, a source of credit stress for years, are declining and providing financial flexibility. In England, some local governments are grappling with substantial deficits. Guests : Sunny Zhu, Assistant Vice President – Analyst, Moody’s Investors Service and Zoe Jankel, Vice President – Senior Credit Officer, Moody’s Investors Service Host : Nick Samuels, Senior Vice President, Moody’s Investors Service Related content on Moodys.com (may only be available to subscribers) : States – US: Ability to service long-term liabilities and fixed costs improves Local Governments – UK: More to fail as weak governance amplifies the impact of property and rates cycles…

Moody's Talks - Muniland

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San Francisco’s outlook dims as remote work cools downtown activity 15:11

منذ 1 year15:11

15:11

With a slower economy in the central business district, the city projects deficits and we’ve changed our outlook to negative. We’ve done the same for Bay Area Rapid Transit with its ridership drop. Guests : Joe Manoleas, Assistant Vice President - Analyst, Moody’s Investors Service and Maddie Atkins, Analyst, Moody’s Investors Service Host : Nick Samuels, Senior Vice President, Moody’s Investors Service Related content on Moodys.com (may only be available to subscribers) : City & County of San Francisco, CA: Update to credit analysis following revision of outlook to negative San Francisco Bay Area Rapid Transit District, CA: Update to credit analysis following revision of outlook to negative…

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Moody's Talks - Muniland

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