Trial By Water podcast

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추가했습니다 thirty-nine 주 전

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

5 päivää sitten1:14:43

Toista Myöhemmin

Listat

Tykkää

Tykätty

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 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…

Trial by Water

Jaa

Sarjan koti•Feed

Trial by Water is an investigative podcast series about Robert Farquharson, who has been locked up for decades for an unthinkable crime: murdering his three sons in a dam on Father’s Day, 2005.

Now scientists and lawyers are asking the question: did we get it wrong? And is this man in prison for a crime he didn’t commit?

8 jaksoa

#True Crime #Age And Sydney Morning Herald #Sydney Morning Herald #Aging

Trial by Water

27 subscribers

updated vuosi sitten

Jaa

Sarjan koti•Feed

Trial by Water is an investigative podcast series about Robert Farquharson, who has been locked up for decades for an unthinkable crime: murdering his three sons in a dam on Father’s Day, 2005.

Now scientists and lawyers are asking the question: did we get it wrong? And is this man in prison for a crime he didn’t commit?

8 jaksoa

#True Crime #Age And Sydney Morning Herald #Sydney Morning Herald #Aging

Todos os episódios

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Bonus Episode: The Psych Report 24:22

11 weeks sitten24:22

24:22

When we first released this podcast, we found a gaping hole in the evidence against Robert Farquharson. It seemed like nobody had done a psychological evaluation of a man who was said to have murdered his three sons out of a desire for revenge. But now, a Freedom of Information request we submitted to police has come back. It turns out there was a psychological report -- of sorts. So what did it say? And what was its effect on the case? Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Bonus Episode: Your questions answered 40:53

32 weeks sitten40:53

40:53

Since releasing the Trial by Water podcast, we’ve been contacted by a lot of people. Some have wanted to ask questions, some to give feedback – positive and negative – and others to tell their stories. The evidence in this case is so broad-ranging that we couldn’t touch on everything in the series itself. But there are themes to the questions and comments, so in this bonus episode, Trial by Water host Michael Bachelard sits down with the show's executive producer, Ruby Schwartz, to talk through some of those questions. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Episode 5: The Golden Thread 56:13

35 weeks sitten56:13

56:13

As lawyer Luke McMahon prepares a new fight for Robert Farquharson’s release, we discover something new: that Farquharson and his ex-wife believed that police investigators were trying to pin the crime on him just days after the crash. So would it be a problem if the system had a strong impression, right from the start, that Farquharson was guilty? For exclusive content and additional reporting on the case, available to subscribers of The Age and The Sydney Morning Herald, visit theage.com.au/trialbywater or smh.com.au/trialbywater . Subscribe now to access the special Good Weekend investigation, which features never-before-seen 3D models recreating key scientific evidence, video, audio and other interviews. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Episode 4: The Dad Test 58:17

36 weeks sitten58:17

58:17

In the story of Robert Farquharson, there's one thing that’s hardest to understand: his behaviour in the minutes and hours after the crash. Because on that night, his actions seemed so far outside normal behaviour for a father that the police, the media and the general public all came to the conclusion that he must have murdered his three sons. But is that true? Or is there some other explanation for his unsettling behaviour that night? For exclusive content and additional reporting on the case, available to subscribers of The Age and The Sydney Morning Herald, visit theage.com.au/trialbywater or smh.com.au/trialbywater . Subscribe now to access the special Good Weekend investigation, which features never-before-seen 3D models recreating key scientific evidence, video, audio and other interviews. The original version of this episode included a re-enactment of parts of Robert Farquharson's formal police interview. We decided to do the re-enactment because of a legal threat from Victoria Police that we would be in breach of a 2009 law, and potentially liable for imprisonment, if we included the audio of the original interview. But since then we’ve clarified that parliament never intended the law to apply to old recordings, so we’ve replaced that re-enactment with the actual interview of Robert Farquharson. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Episode 3: Bad Memories 57:13

37 weeks sitten57:13

57:13

There were two key witnesses in the Robert Farquharson case. The first was Greg King, an old friend of Farquharson, and the story he told provided police with something they desperately wanted for their case - a motive for murder. The other witness, Dawn Waite, came forward four years after the crash. She said she had actually seen Robert Farquharson on the night of the crash, as he was sizing up his exit from the road. But how reliable are they? And how much can we trust our memories? For exclusive content and additional reporting on the case, available to subscribers of The Age and The Sydney Morning Herald, visit theage.com.au/trialbywater or smh.com.au/trialbywater . Subscribe now to access the special Good Weekend investigation, which features never-before-seen 3D models recreating key scientific evidence, video, audio and other interviews. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Episode 2: Strands of the Rope 58:57

38 weeks sitten58:57

58:57

A day after Robert Farquharson drove his car into the dam with his three sons, the homicide squad took over the investigation. Sceptical of his story and suspecting Farquharson's motive was revenge, they began delving into every aspect of his account. Had he really coughed and passed out? Or would the evidence show he deliberately steered off the road and into the dam to murder his children? For exclusive content and additional reporting on the case, available to subscribers of The Age and The Sydney Morning Herald, visit theage.com.au/trialbywater or smh.com.au/trialbywater . Subscribe now to access the special Good Weekend investigation, which features never-before-seen 3D models recreating key scientific evidence, video, audio and other interviews. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Trial By Water, Episode 1: Father's Day 56:26

40 weeks sitten56:26

56:26

On Father’s Day, 2005, Robert Farquharson crashed his car into a dam. He survived, but his three children who were in the car with him didn’t. At first it seemed like a tragic accident. But quickly, it turned into a murder investigation. For exclusive content and additional reporting on the case, available to subscribers of The Age and The Sydney Morning Herald, visit theage.com.au/trialbywater or smh.com.au/trialbywater. Subscribe now to access the special Good Weekend investigation, which features never-before-seen 3D models recreating key scientific evidence, video, audio and other interviews. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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Introducing: Trial by Water 4:00

40 weeks sitten4:00

4:00

From The Age and Sydney Morning Herald, Trial by Water is a new investigative podcast series about Robert Farquharson, who has been locked up for decades for an unthinkable crime: murdering his three sons in a dam on Father’s Day, 2005. Now scientists and lawyers are asking the question: did we get it wrong? And is this man in prison for a crime he didn’t commit? Episode 1 will arrive on Saturday, June 1. Subscribe to The Age & SMH: https://subscribe.smh.com.au/ See omnystudio.com/listener for privacy information.…

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