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.
Introducing: Talking to Death with Payne Lindsey
Hi, Algorithm fans! Tenderfoot TV and iHeartPodcasts have teamed up for another exciting podcast called Talking to Death, hosted by Up and Vanished creator Payne Lindsey. Since you love our previous podcast collaborations, we think you'll like this one too. Don't just take our word for it, though. Check out this trailer and start listening today!
Show Description: Up and Vanished host and creator Payne Lindsey wants to talk you to death in his first “true crime” talk show (that may or may not actually be about true crime). Pull up a chair as Payne and guests talk about all things crime, life, mystery, and fun. From Tenderfoot TV and iHeartRadio comes a new weekly series, Talking to Death. Take a listen… odds are, you won’t die.
Listen to Talking to Death on the iHeartRadio app, or wherever you get your podcasts!See omnystudio.com/listener for privacy information.
11/15/2023 • 55 seconds
Introducing The Estate
In the early evening on New Year’s Eve, in 1973, a 34 year old man was found bleeding to death on a downtown street in Stockton, California. In his dying moments, he named the men behind his murder: Calvin Jones and Rosalio Estrada. 50 years later, Rosalio’s son, Alex Estrada sets off to find out if his father was actually involved in the murder.See omnystudio.com/listener for privacy information.
9/14/2023 • 33 minutes, 4 seconds
DNA
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.comSee omnystudio.com/listener for privacy information.
9/1/2021 • 45 minutes, 53 seconds
New Confessions
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.comSee omnystudio.com/listener for privacy information.
8/24/2021 • 33 minutes, 7 seconds
The Chicago Connection
Ben investigates some of the cold cases that Hargrove identified and explores Darren Vann's connection to killings in Chicago.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.comSee omnystudio.com/listener for privacy information.
8/17/2021 • 30 minutes, 58 seconds
Bonus | Q&A
Ben listens to voicemails and answers listener questions.You can leave a voicemail of your own at 888-501-3309. Or ask a question or leave a tip on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
8/10/2021 • 22 minutes, 59 seconds
The Survivor
One woman escapes Vann and tries to warn the police, but they don't listen.Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich.Reach out with any tips on Darren Vann or crimes that might be related on social media or by leaving a voicemail at 888-501-3309. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
8/3/2021 • 32 minutes, 14 seconds
Marvin and Teaira
After Vann returns to Gary, Marvin Clinton's fiance Teaira Batey disappears. Frustrated with the police, Marvin starts investigating on his own.Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich.Reach out with any tips on Darren Vann, China, or crimes that might be related on social media or by leaving a voicemail at 888-501-3309. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
7/27/2021 • 29 minutes, 2 seconds
Red Flags
After the death of Vann's child, Vann snaps. He's arrested twice for horrific crimes, once in Gary and then in Austin.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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
7/20/2021 • 28 minutes, 48 seconds
Vann's Early Crimes
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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
7/13/2021 • 29 minutes, 43 seconds
The Death March
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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
7/6/2021 • 33 minutes, 29 seconds
The Suspect
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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
6/29/2021 • 33 minutes, 34 seconds
Cold Cases
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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
6/22/2021 • 31 minutes, 51 seconds
The Algorithm
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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
6/15/2021 • 33 minutes, 40 seconds
Afrikka Didn't Need to Die
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. Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
6/15/2021 • 32 minutes, 48 seconds
Algorithm
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.comSee omnystudio.com/listener for privacy information.
6/8/2021 • 2 minutes, 9 seconds
Teaser: Algorithm
Can an algorithm connect cold cases -- and help catch a modern serial killer? Learn more about your ad-choices at https://www.iheartpodcastnetwork.comSee omnystudio.com/listener for privacy information.
