Episodes

  • Teaser: Algorithm
    May 28 2021

    Can an algorithm connect cold cases -- and help catch a modern serial killer?

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    2 mins
  • Algorithm
    Jun 8 2021

    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.

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    2 mins
  • Afrikka Didn't Need to Die
    Jun 15 2021

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

    Lori Townsend reminisces about her daughter Afrikka, and journalist Thomas Hargrove says Afrikka's death could've been prevented.

    Subscribe to Algorithm now, so you don't miss an episode, and follow host Ben Kuebrich on twitter for more information about the case.

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    33 mins
  • The Algorithm
    Jun 15 2021

    Four years before Afrikka's Death, reporter Thomas Hargrove took clues from the Atlanta child murders and the Green River Killer and created an algorithm to detect serial killers. His algorithm flagged Gary, Indiana as the site of an unusual number of strangulations. But how did this algorithm work, and what came of the findings?

    Thomas Hargrove discusses the creation of the algorithm and Dr. Mike Aamodt talks serial killing stats. Finally, host Ben Kuebrich receives an unexpected phone call.

    Subscribe to Algorithm now, so you don't miss an episode and leave a review! This is a brand new show that could really use your help. Also, follow host Ben Kuebrich on Twitter for more information about the case.

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    34 mins
  • Cold Cases
    Jun 22 2021

    Jackie investigates the cases Hargrove's algorithm identified. But there aren't any major leads... until Afrikka's murder.

    What really happened the night Afrikka was killed?

    Find out more about the case on twitter, instagram, or facebook. And follow host Ben Kuebrich on twitter.

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    32 mins
  • The Suspect
    Jun 29 2021

    Detective Ford investigates Afrikka's killer... and discovers the killer may be connected to even more murders.

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

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    34 mins
  • The Death March
    Jul 6 2021

    The Death March Continues as Darren Vann leads detectives to more victims... but it's unclear if he's telling the whole truth about his crimes ...

    Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter. And reach out with any tips on Darren Vann, Big E, or crimes that might be related on social media or by leaving us a voicemail at 888-501-3309.

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    33 mins
  • Vann's Early Crimes
    Jul 13 2021

    Detective Ford interrogates Vann about his past and tries to determine how many Vann has really killed... And what can we learn from Vann's ex-wife, stepson, and ex-girlfriend?

    Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich. And reach out with any tips on Darren Vann, Big E, or crimes that might be related on social media or by leaving a voicemail at 888-501-3309.

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    See omnystudio.com/listener for privacy information.

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    30 mins