Corrections Connections podcast

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Correctional News에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Correctional News 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

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

11일 전1:14:43

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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…

Corrections Connections

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Welcome to Corrections Connections, the exclusive podcast from Correctional News. Join us as we sit down with leaders across the justice community—from owners and operators to AEC firms and vendors—to discuss the latest news, projects, trends, and innovative ideas shaping the industry. Hear from the most sought-after experts, get real-world insights, and enjoy engaging conversations. https://correctionalnews.com/

2 에피소드

Corrections Connections

updated 10일 전

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2 에피소드

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1
Transforming Corrections: Commissioner Helen Hanks on Tech, Safety, and Rehabilitation 39:24

10일 전39:24

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39:24

Corrections Connections features New Hampshire Department of Corrections Commissioner Helen Hanks, the first woman ever to be confirmed to the role, as she and Torrey explore tech's transformative power within facilities to improve inmate rehab and staff efficiency. Their conversation examines balancing safety, rehabilitation, and community reintegration with an emphasis on the human element when making decisions, while also highlighting the challenges that tech partners can face in meeting the needs of corrections. Helen overviews New Hampshire's tech for streamlined operations, safety, and rehabilitation, discussing electronic health records and more. She reviews the role of AI/ML in perimeter security, but emphasizes the human element in the decision process. The discussion also highlights the collaborative efforts not only with the community but also between tech vendors and correctional departments to achieve seamless integration, ensuring better resource allocation. Ultimately, this episode reveals a path towards a more effective and humane correctional system, proving that innovation, compassion, and collaboration are essential for success. Episode Highlights: Helen's dedication to mental health and her journey from social work to Commissioner New Hampshire's tech-driven approach and how it boosts safety and efficiency within its correctional facilities How optimization through technology elevates safety and compliance within the correctional system AI role in supporting security and human decision-making in corrections The essential human element in re-entry support that officers provide A community based approach to rehabilitation and re-entry Leveraging technology to address staffing shortages Integrated tech platforms and how they ensure accessibility and affordability for technology solutions How VR and cell phones offer inmates enhanced preparation for community re-entry Key Takeaways: "There's an opportunity in the correction system to really help our communities and help people who are going back to our communities really go back as the best people they can be." "Having a mental illness is one of the primary conditions that we have to take care of while someone's incarcerated." "If people are not well, they can't tackle those other areas of themselves to find self improvement." "Having body-worn cameras in our correctional institutions is no different than having them on our police officers in our community." "You have to stay progressive on what we're experiencing in corrections environments, so your technology has to be nimble." "We don't want just one conglomerate or monopoly of a partner. We need to look at what's the best resource.” "Our corrections officers are truly involved in monitoring and mentoring people.” "Corrections isn’t TV dramas or ‘lock ‘em up and throw away the keys’ because we are not going to have good outcomes with those ideologies." Links: Correctional News: https://correctionalnews.com/ Helen Hanks: https://www.linkedin.com/in/helen-hanks-960205102/ New Hampshire Department of Corrections: https://www.corrections.nh.gov/ Pineapple Furniture: https://us.pineapplecontracts.com/ Guard One: https://www.guard1.com/…

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Justice Architecture: Going in the Right Direction with Brian Endler 34:36

5 weeks 전34:36

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34:36

In this inaugural episode of Corrections Connections, Torrey sits down with Brian Endler, a seasoned Justice Architect at Gannett Fleming Transystems, to explore his 23-year journey designing correctional facilities. Brian shares his unique path into justice architecture and his passion for creating environments that are more conducive to rehabilitation and positive change. He shares the process of the recent merger with Gannett Fleming, and discusses trends shaping the future of correctional facilities. This insightful conversation also covers topics ranging from the importance of natural daylight to creating specialized units for mental health and substance abuse treatment, as well as the critical role of education in overcoming the stigma surrounding these types of projects. Offering a wealth of insights, Brian delves into the challenges and rewards of working in the justice sector. He also shares his approach to designing facilities that prioritize safety, dignity, and a move away from the institutional feel of past facilities. Brian’s practical insights, backed by years of experience, provide invaluable takeaways for both those working in corrections and those interested in the architectural design and construction industry. Episode Highlights: Brian’s journey into justice architecture and the mentorship that guided his path. The recent merger and evolution of Gannett Fleming Transystems in the justice market. Navigating the unique challenges of public perception regarding correctional projects. Emphasizing natural daylighting and creating a more normative environment in design. Current trends in justice architecture that emphasize restorative justice and rehabilitation. The importance of specialized units for mental health and substance abuse treatment. Strategies for collaborating with clients and educating the public on facility benefits. The role of education and collaboration in shaping the future of correctional facilities. The use of technology and new materials to enhance correctional facilities. Links: Correctional News: https://correctionalnews.com/ Gannett Fleming Transystems: https://www.gannettfleming.com/ Brian Endler: https://www.linkedin.com/in/brian-endler-aia-419b928b Pineapple Furniture: https://us.pineapplecontracts.com/ Guard One: https://www.guard1.com/…

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

Corrections Connections

Corrections Connections

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Transforming Corrections: Commissioner Helen Hanks on Tech, Safety, and Rehabilitation 39:24

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Justice Architecture: Going in the Right Direction with Brian Endler 34:36

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