When Afrikka Hardy was murdered, it seemed completely random. But it wasn't. It was part of a pattern. And police had been warned that a serial killer was on the loose in Indiana.

 Learn more about your ad-choices at https://www.iheartpodcastnetwork.com

When Afrikka Hardy was murdered, it seemed completely random. But it wasn't. It was part of a pattern. And police had been warned that a serial killer was on the loose in Indiana. Learn more about your ad-choices at <a href="https://www.iheartpodcastnetwork.com">https://www.iheartpodcastnetwork.com</a>

When Afrikka Hardy was strangled in 2014 it seemed completely random, but it wasn’t. It was part of a pattern.

Four years earlier, reporter Thomas Hargrove had created an algorithm to detect serial killers and flagged Gary, Indiana as the site of an unusual number of strangulations.

But when Hargrove reached out to warn local police, he was ignored -- until Afrikka Hardy was murdered, and those cold cases suddenly didn’t look so cold.

Algorithm follows the investigation into Afrikka’s murder, exposing the warnings that police ignored, and uncovering more than anyone expected -- that a serial killer was strangling women in Gary, Indiana could've been stopped. And that Afrikka Hardy should be alive today. 

This podcast will explore how technology can be used to identify and track serial killers, and how an algorithm can influence the way homicides are investigated all across the country.

Algorithm

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/4766c7c8-4892-490d-bd97-ae2d0143c868/transcript

Up and Vanished presents... Status: Untraced. In 2016, survivalist and world traveler Justin Alexander goes missing in the Parvati Valley while on a spiritual trek into the Himalayan Mountains. While the circumstances of his disappearance point to murder, a chilling message he left behind throws everything into question: “I should return mid-September or so. If I’m not back by then, don’t look for me.” Four years later, host and true crime newcomer Liam Luxon is introduced to Justin's story and embarks on an investigation into the case. "Status-Untraced" is a 10-episode journey that explores the secrets the Valley holds, the stones left unturned, and what really happened to Justin Alexander.

Up and Vanished presents... Status: Untraced. In 2016, survivalist and world traveler Justin Alexander goes missing in the Parvati Valley while on a spiritual trek into the Himalayan Mountains. While the circumstances of his disappearance point to murder, a chilling message he left behind throws everything into question: “I should return mid-September or so. If I’m not back by then, don’t look for me.” Four years later, host and true crime newcomer Liam Luxon is introduced to Justin's story and embarks on an investigation into the case. "Status-Untraced" is a 10-episode journey that explores the secrets the Valley holds, the stones left unturned, and what really happened to Justin Alexander.

MISSING: Survivalist & World Traveler

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/6831a100-7fb6-4fe5-bbba-b155010bc154/transcript

What happened to the DNA evidence associated with Hargrove's list. And what happened to Gary's backlogged rape kits?

Follow host Ben Kuebrich on twitter @Ben_kuebrich, and follow the algorithm podcast on twitter, instagram, or facebook.

Reach out with any tips or suggestions for other clusters of murders to explore on social media or by leaving a voicemail at 888-501-3309.

And if you want more episodes -- please leave a review, letting us know you liked the show on apple podcasts! Hopefully, we'll be back with more episodes soon.

 Learn more about your ad-choices at https://www.iheartpodcastnetwork.com

What happened to the DNA evidence associated with Hargrove's list. And what happened to Gary's backlogged rape kits?Follow host <a href="https://twitter.com/Ben_Kuebrich">Ben Kuebrich</a> on twitter <a href="https://twitter.com/Ben_Kuebrich">@Ben_kuebrich</a>, and follow the algorithm podcast on <a href="https://twitter.com/algorithm_pod">twitter</a>, <a href="https://www.instagram.com/algorithm_pod/">instagram</a>, or <a href="https://www.facebook.com/AlgorithmPod">facebook</a>.Reach out with any tips or suggestions for other clusters of murders to explore on social media or by leaving a voicemail at 888-501-3309.And if you want more episodes -- please leave a review, letting us know you liked the show on apple podcasts! Hopefully, we'll be back with more episodes soon. Learn more about your ad-choices at <a href="https://www.iheartpodcastnetwork.com">https://www.iheartpodcastnetwork.com</a>

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/5f1c5131-5e27-404c-8539-ae2d0142b1cf/transcript

Ben receives a letter from Vann agreeing to an interview. Ben talks to Kasich about Vann and why he plead to life in prison after wanting to be executed. And a mysterious caller describes another victim and sheds possible light on Vann's motivations.

Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich.

Reach out with any tips or suggestions for other clusters of murders to explore on social media or by leaving a voicemail at 888-501-3309.

 Learn more about your ad-choices at https://www.iheartpodcastnetwork.com

Ben receives a letter from Vann agreeing to an interview. Ben talks to Kasich about Vann and why he plead to life in prison after wanting to be executed. And a mysterious caller describes another victim and sheds possible light on Vann's motivations.Find out more about the case on <a href="https://twitter.com/algorithm_pod">twitter</a>, <a href="https://www.instagram.com/algorithm_pod/">instagram</a>, or <a href="https://www.facebook.com/AlgorithmPod">facebook</a>. Follow host <a href="https://twitter.com/Ben_Kuebrich">Ben Kuebrich</a> on twitter <a href="https://twitter.com/Ben_Kuebrich">@Ben_kuebrich</a>.Reach out with any tips or suggestions for other clusters of murders to explore on social media or by leaving a voicemail at 888-501-3309. Learn more about your ad-choices at <a href="https://www.iheartpodcastnetwork.com">https://www.iheartpodcastnetwork.com</a>

New Confessions

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/84ba26ea-9812-4abe-a297-ae2d0142b1d7/transcript

Algorithm

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Algorithm

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