Forensic Files II 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

לפני יומיים1:14:43

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אהבתי

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…

Forensic Files II

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In the aftermath of violent crimes, unexplainable accidents and other strange occurrences, authorities search for answers in what was left behind. Listen as detectives, scientists and other experts sift through the clues, analyze the evidence and piece together data — all in hopes of finding the truth.

59 פרקים

Forensic Files II

127 subscribers

updated לפני שנה

שתפו

בית הסדרות•Feed

59 פרקים

כל הפרקים

1
Murder Mark 23:48

לפני שנה23:48

23:48

A young mother is found murdered in her home. From the onset, there are two suspects with ample motive, but an unusual interview and security camera footage has investigators pivot in a horrifying new direction. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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Killer Alibi 23:48

לפני שנה23:48

23:48

California police are baffled when an innocent man's DNA is found at the scene of a deadly home invasion. Authorities team with the man's defense attorney to determine how the seemingly impossible could have happened. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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Desperate Stakes 23:48

לפני שנה23:48

23:48

When the 20-year-old clerk of an Atlanta-area smoke shop is gunned down during a robbery, investigators have only descriptions of the killers and the make of their getaway car. Investigators used a videotaped confession to smoke out the killers. Learn more about your ad choices. Visit podcastchoices.com/adchoices…

1
Men in Black 23:48

לפני שנה23:48

23:48

An upscale apparel store in Bethesda, MD was the site of a gruesome scene; a 30-year-old employee was dead and her 28-year-old co-worker was battered and tied up. Surveillance video would shed further light on the motive. Learn more about your ad choices. Visit podcastchoices.com/adchoices

1
Lil Miss Murder 23:51

לפני שנה23:51

23:51

Eight days after she had disappeared on her way to a family ski trip, an 18-year-old young woman's partially nude body is found floating in a river in Wyoming, Years later, DNA technology uncovers dark secrets that led to her demise. Learn more about your ad choices. Visit podcastchoices.com/adchoices…

1
The Scent of Death 23:48

לפני שנה23:48

23:48

A young Colorado mother suddenly vanishes on Thanksgiving Day. When police trace her cell phone, it leads them to a surprising character with an even more surprising story. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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The Maidenwater Murder 23:48

לפני שנה23:48

23:48

When a true-crime hobbyist connects a Utah Jane Doe to an Ohio missing persons case, detectives are hard-pressed to solve the decades-old murder. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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Broken Santa 23:48

לפני שנה23:48

23:48

A family mourns the unexpected death of a beloved grandmother at Christmas. Local police assure everyone that she was a victim of a tragic accident and that there is no foul play. But some things about the scene just don't add up. Learn more about your ad choices. Visit podcastchoices.com/adchoices

1
True Bugs 23:48

לפני שנה23:48

23:48

July 4th weekend leads to tragedy for a California family. To catch a killer, detectives use an unorthodox technique -- analyzing bug fragments -- to help put a murderer behind bars. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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The Burn Test 23:51

לפני שנה23:51

23:51

A 33-year-old West Virginia husband and father seemingly dies in an accidental house fire. But a closer look at the scene reveals a more sinister case. Learn more about your ad choices. Visit podcastchoices.com/adchoices

1
The Murder Irons 23:48

לפני שנה23:48

23:48

When the 18-year-old desk clerk of a beachfront condo is found brutally murdered analysts use brand-new mitochondrial DNA technology to prove the killer's identity. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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Murder on Helium Road 23:48

לפני שנה23:48

23:48

A Texas love triangle turns deadly, and it appears to be an open and shut case until technology tells the tale. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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Introducing: The James Brown Mystery 45:13

לפני שנתיים45:13

45:13

The Circus Singer In 2017, CNN reporter Thomas Lake receives a phone call from a circus singer who tells a wild, hard-to-believe story: James Brown didn’t die of natural causes in 2006; instead the Godfather of Soul was murdered. After months of calls from the circus singer, Lake decides to fly to Chicago to meet Jacque Hollander in person. There Jacque proves her connection to James Brown and shows Lake a videotape of a polygraph test she took in 1995 that was administered by a former FBI agent. To learn more about how HLN protects listener privacy, visit cnn.com/privacy Learn more about your ad choices. Visit podcastchoices.com/adchoices…

1
Tell No Tales 25:47

לפני שנתיים25:47

25:47

A 70-year-old, retired veteran is found dead on his boat after a bad sea storm. Investigators later discover he was killed during an attempted robbery after winning $400 in Keno. To learn more about how HLN protects listener privacy, visit cnn.com/privacy Learn more about your ad choices. Visit podcastchoices.com/adchoices…

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The Telltale Marks 25:45

לפני שנתיים25:45

25:45

Patients at the VA Hospital in Clarksburg, WV keep dying after experiencing shockingly low blood sugar levels. An investigation into their deaths reveals an overnight nurse was injecting patients with lethal doses of insulin. To learn more about how HLN protects listener privacy, visit cnn.com/privacy Learn more about your ad choices. Visit podcastchoices.com/adchoices…

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