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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 math that powers 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…
Contenuto fornito da CapRadio. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da CapRadio o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.player.fm/legal.
How can sexual assault survivors find a path to healing even when justice isn’t served? Host Sammy Caiola and Data Reporter Emily Zentner help us understand survivor experiences in the immediate aftermath of sexual violence and during police investigations. You’ll meet women searching for inner strength and legal resolution amid trauma, experts looking at the cracks in a law enforcement system that rarely yields rape convictions or even charges, detectives trying to solve some of the most difficult cases on their desks and community advocates pushing for a future where survivors feel heard and empowered.
Contenuto fornito da CapRadio. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da CapRadio o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.player.fm/legal.
How can sexual assault survivors find a path to healing even when justice isn’t served? Host Sammy Caiola and Data Reporter Emily Zentner help us understand survivor experiences in the immediate aftermath of sexual violence and during police investigations. You’ll meet women searching for inner strength and legal resolution amid trauma, experts looking at the cracks in a law enforcement system that rarely yields rape convictions or even charges, detectives trying to solve some of the most difficult cases on their desks and community advocates pushing for a future where survivors feel heard and empowered.
Advocates say there are steps we can take as individuals to understand “rape culture” and the roles we may play in it. Learning about how to interact with and respect each other can start as early as kindergarten. You’ll hear from community organizations seeking to build a better world for survivors by breaking down systemic barriers to justice and healing. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
You might feel at a loss If someone comes to you for support after they’ve been sexually assaulted. What you do and say in the immediate aftermath can help, or make things worse. When podcast host Sammy Caiola asked survivors to interview the friends and partners that they turned to, the conversations revealed how their relationships were tested and strengthened. Being an ally takes patience, honesty and commitment. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
You may know someone living with the trauma of sexual assault. Roughly 44% of women and a quarter of men have experienced sexual violence. There’s no timeline for healing. The survivors in this episode have spent months and years finding ways to make themselves feel better physically, mentally and emotionally. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
Many survivors who decide to report their rapes don’t necessarily get justice. They must navigate the complicated maze that is the investigation process for sexual assaults. Law enforcement representatives say these cases are hard to solve and harder to prosecute, and that there are ways to change the system to better support survivors. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
Survivors say the meticulous medical exam that some sexual assault survivors undergo can be taxing and retraumatizing. But the DNA samples collected become evidence that can make or break an investigation. There are ways to process those samples faster, which can reduce stress and frustration for survivors. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
The way a survivor is questioned about the details surrounding a sexual assault can greatly influence their ability to access memories of that traumatic incident. Better interview techniques and the presence of an advocate during questioning could actually help survivors remember more of the assault, and lead to more solved crimes. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
Many survivors don’t report sexual assaults because they fear no one will believe them. There’s a culture of disbelief that is pervasive in the media, pop culture, politics and law enforcement. Advocates say better training and resources for police could help survivors heal — and lead to more solved cases. You can find a glossary of terms used in this podcast at http://caprad.io/after-the-assault-glossary Want to know more? Read how the process for reporting and investigating sexual assault often harms the victims it is set up to help: http://caprad.io/after-the-assault-police-interactions We want to hear from you! Tell us what you think about what you heard in this podcast at http://caprad.io/feedback-after-the-assault CapRadio built a step-by-step guide for reporting a sexual assault in Sacramento County, plus a directory of community groups in place to help survivors, whether they choose to report or not. Find it at http://caprad.io/after-the-assault-guide…
How can sexual assault survivors find a path to healing even when justice isn’t served? Host Sammy Caiola and Data Reporter Emily Zentner helps us understand survivor experiences in the immediate aftermath of sexual violence and during police investigations. You’ll meet women searching for inner strength and legal resolution amid trauma, experts looking at the cracks in a law enforcement system that rarely yields rape convictions or even charges, detectives trying to solve some of the most difficult cases on their desks and community advocates pushing for a future where survivors feel heard and empowered…
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