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Algorithm
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Algorithm

Author: iHeartPodcasts and TenderfootTV

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Description

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.
16 Episodes
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Teaser: Algorithm

Teaser: Algorithm

2021-05-2801:361

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.
Algorithm

Algorithm

2021-06-0802:09

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.
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.
The Algorithm

The Algorithm

2021-06-1541:311

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.
Cold Cases

Cold Cases

2021-06-2239:251

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.
The Suspect

The Suspect

2021-06-2941:142

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.
The Death March

The Death March

2021-07-0641:281

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.
Vann's Early Crimes

Vann's Early Crimes

2021-07-1336:301

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.
Red Flags

Red Flags

2021-07-2036:46

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.
Marvin and Teaira

Marvin and Teaira

2021-07-2736:11

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.
The Survivor

The Survivor

2021-08-0339:28

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.
Bonus | Q&A

Bonus | Q&A

2021-08-1030:32

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.
The Chicago Connection

The Chicago Connection

2021-08-1738:351

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.
New Confessions

New Confessions

2021-08-2439:24

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.
DNA

DNA

2021-09-0153:54

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.
Introducing The Estate

Introducing The Estate

2023-09-1437:58

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.
Comments (72)

Megan

it is unwise to invoke a nonexistent "good old days" in which things were done right, when speaking of murders. in the past decades more murders were solved? I am very skeptical and don't believe this should be accepted in and of itself. there were quite a few WRONGFUL convictions that traced back to that time, and their standards of "solved" were a lot different based on technologies and procedures available then. plus many murders were recorded as accidents or suicides and closed without rightful due process. there was abuse of power, dereliction of duty, and failure to communicate between law enforcement agencies, which all went unchallenged to a greater degree than in present times. today, one in three murders are unsolved? That is more believable. deaths that are very likely to be or obviously are murders are still characterized as suicides and accidents. there is still abuse of power, dereliction of duty, etc., and now a very changed standard of "solved".

Mar 2nd
Reply

Emily Owens Randolph

I really enjoy the podcast. Thank you for all of your hard work Ben. I've binged it all day! Only 3 episodes left!

Apr 12th
Reply

Nicola

Great potential, to hosts voice is very off putting

Feb 18th
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M Moore

wtf with the long ass nothing and music from nowhere

Jan 26th
Reply

Gina Boosey

i like the investigator's voice. He's an excellent presenter and the slight regional accent is delightful.

Nov 28th
Reply

Beth Anway

Is there another season coming?

Nov 2nd
Reply (2)

Jaclyn Randall

Love the podcast! Really interesting, thanks for your hard work in bringing light to the subject. I'd be interested in hearing about the Algorithm being used in Anchorage. Next season??

Oct 5th
Reply

DrRayTay

Another possible reason for lower clearance rates is that with DNA technology advances, it’s harder to convict innocent people than it was in the past.

Sep 6th
Reply

SkyFox

Ep. 12's guest interview started with strong John B. McLemore vibes...the wit, the humor, and the charm... (S-Town Podcast)

Sep 6th
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Erin Handlon

I was addicted to this podcast! They need to use this algorithm in Detroit. they are always finding murdered women in dumpsters and abandoned houses.

Aug 29th
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Rosie

obsessed with this!

Aug 26th
Reply

cazimp

You should look in to the bodies being found in Minneapolis!

Aug 24th
Reply

Ernest_Borg_8

Host needs to becoming more self aware about how he sounds and presents himself.

Aug 24th
Reply

James Reel

This is not a good podcast.

Aug 24th
Reply

Nate Osborne

another banger Ben

Aug 24th
Reply

Suzanne Hubbard Gerken

omg! I hope the host gets over himself and loses the whiney voice. I'm really interested in the content of this podcast but I'm going to have to stoooop. Ugghhh.

Aug 23rd
Reply

I'm listening

I want to continue listening to this podcast but the host's narration is just too unbearable!

Aug 18th
Reply

Nate Osborne

another great episode

Aug 17th
Reply

Erin Lovett

So far, LOVE IT. Intrigue level 9.5/10

Aug 16th
Reply

Bulumko Majo

the voice!😤

Aug 9th
Reply
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