WEBVTT - Afrikka Didn't Need to Die

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<v Speaker 1>The views and opinions expressed in this podcast are solely

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<v Speaker 1>those of the authors and participants and do not necessarily

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<v Speaker 1>represent those of iHeart Media, Tenderfoot TV, or their employees.

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<v Speaker 1>This series contains discussions of violence and sexual violence. Listener

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<v Speaker 1>discretion is advised, whether we want to or not. We're

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<v Speaker 1>constantly creating records of our lives. Phone calls, emails, even

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<v Speaker 1>credit card purchases can be used to pinpoint where we

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<v Speaker 1>were at a certain time. When we touch a door knob,

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<v Speaker 1>the oil from our hand leaves fingerprints and her skin

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<v Speaker 1>sheds DNA, and if we drive by a security camera,

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<v Speaker 1>our license plate can be scanned and entered into a database.

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<v Speaker 1>But despite all of this information we're creating all of

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<v Speaker 1>this power that we're giving the government and police, the

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<v Speaker 1>United States isn't getting better at saul being serious crimes

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<v Speaker 1>like homicide. In fact, we're getting worse. Murders were solved

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<v Speaker 1>in today. That number has dropped dramatically. One of every

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<v Speaker 1>three murders goes unsolved. One reporter found those stats unacceptable.

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<v Speaker 1>Every day in America, people die who did not need

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<v Speaker 1>to die, because every solved murder reduces the occurrence of

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<v Speaker 1>murker from my Heart Radio and Tenderfoot TV. This is

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<v Speaker 1>Algorithm and I'm ben Key Break, just to introduce myself

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<v Speaker 1>really quick. Normally I don't host podcasts. I'm a producer,

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<v Speaker 1>which means I normally just do stuff behind the scenes, research, writing,

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<v Speaker 1>setting up interviews. Almost a year ago now, I was

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<v Speaker 1>working on another show called Monster DC Sniper when I

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<v Speaker 1>got an email from a friend. It was a link

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<v Speaker 1>to a story about the murder of this young woman

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<v Speaker 1>named Africa Hardy. The story was fascinating. It seemed to

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<v Speaker 1>flip everything I knew about crime on its head because

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<v Speaker 1>it wasn't just a story about trying to solve a murder.

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<v Speaker 1>It was also a story about what could have been

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<v Speaker 1>done to prevent the murder in the first place. And

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<v Speaker 1>there were aspects of the case that we're still unclear.

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<v Speaker 1>But if they checked out, then they could fundamentally change

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<v Speaker 1>the way homicides are investigated in the United States and

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<v Speaker 1>maybe all around the world. Obviously I was intrigued, but

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<v Speaker 1>at the time I was busy working on the DC

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<v Speaker 1>Sniper podcast, so I put it on the back burner.

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<v Speaker 1>I tried to just forget about it, but I couldn't.

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<v Speaker 1>I'd find myself on my phone late at night, searching

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<v Speaker 1>for articles about Africa's case when I should have been sleeping,

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<v Speaker 1>And I was frustrated because I had big questions about

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<v Speaker 1>the murder investigation that it seemed like no one was asking. Eventually,

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<v Speaker 1>I realized my curiosity wasn't going away. If I wanted

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<v Speaker 1>these answers, I was going to have to find them myself.

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<v Speaker 1>I decided to start researching the case in my spare

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<v Speaker 1>time and documenting things as I went. But before I began,

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<v Speaker 1>I wanted to reach out to Africa's mom, Lorie Townsend. Hello,

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<v Speaker 1>Hi Lori, Yes, Hey, it's been Is now still a

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<v Speaker 1>good time? Yes? I think I wanted her blessing to

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<v Speaker 1>embark on this project to make sure I wasn't just

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<v Speaker 1>opening up old wounds. If this was in person, i'd

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<v Speaker 1>see if you had a water to drink? Do you

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<v Speaker 1>have something like that around I? Do I have a

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<v Speaker 1>bad rich grape juice? Great juice? Yeah? And I didn't

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<v Speaker 1>just want to write a story about why Africa's case

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<v Speaker 1>is so important that treated her solely as a victim

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<v Speaker 1>or crime statistic. I wanted to learn earned more about

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<v Speaker 1>who Africa was and how would you describe Africa. Just beautiful.

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<v Speaker 1>She she really was beautiful. And I'm not just saying

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<v Speaker 1>that she she's my daughter. She was beautiful. She had

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<v Speaker 1>a very bright smile. My daughter was with African American

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<v Speaker 1>in Caucasian, so she had tight, curly hair and her

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<v Speaker 1>smile just she radiated with a smile. Is there like

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<v Speaker 1>a particular memory that stands out when you think back

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<v Speaker 1>about her everything? Um, she was Saffy WHI. She was

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<v Speaker 1>a little shows She's try to bully her older brother.

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<v Speaker 1>She would put her hands on her hips to say,

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<v Speaker 1>I'm not considering you, I'm not considering you. Yeah, she

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<v Speaker 1>was like one or two wish. She was so that

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<v Speaker 1>all the time. She loved Disney movies like Toy Story

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<v Speaker 1>was one of her favorites. You know, William Buzz, We'll

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<v Speaker 1>see one of those people that knows the words to

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<v Speaker 1>all of the songs. Yeah. She could hear song once

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<v Speaker 1>and pick it up and never leave you alone about it.

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<v Speaker 1>She would sing it until her place out. Yeah. Yeah,

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<v Speaker 1>she's my best friend. She really was. We went through

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<v Speaker 1>so much together. To me adding that mother and daughter

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<v Speaker 1>don't usually go through. When you say it's like going

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<v Speaker 1>through odd stuff, do you have an example, um, I

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<v Speaker 1>was a little abusive relationship. My daughter was there with me.

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<v Speaker 1>She helped me get out of it. We were homeless,

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<v Speaker 1>We lived in hotels together. You know, I wasn't financially

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<v Speaker 1>capable of taking care of my children. Lori was a

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<v Speaker 1>young mother trying to rebuild her life, and she felt

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<v Speaker 1>she couldn't provide Africa or her son the stability they needed.

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<v Speaker 1>But she didn't want to put them in foster care either.

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<v Speaker 1>Instead of losing my children to the system, I placed

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<v Speaker 1>them where I would be a part of their growing

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<v Speaker 1>up and where I knew they would be safe. Lorie

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<v Speaker 1>enrolled her kids in Moose Heart, a charity run boarding

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<v Speaker 1>school west of Chicago, and then she worked to get

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<v Speaker 1>both feet back on the ground. Lorie started a new

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<v Speaker 1>life in the suburbs of Denver, and once things spelt stable,

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<v Speaker 1>she brought her kids out there. As a teen, Africa

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<v Speaker 1>had plans to go to college and study to become

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<v Speaker 1>an audio engineer or maybe a nurse. But when Africa

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<v Speaker 1>graduated from high school, Lorie was working at a seven

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<v Speaker 1>eleven and struggling financially, and Africa wasn't sure she could

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<v Speaker 1>afford tuition. As she tried to figure out next steps.

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<v Speaker 1>Africa decided to move back to Chicago, where she still

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<v Speaker 1>had a lot of family. Dun A four teams. She

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<v Speaker 1>were back to Chicago. She went back with my ex cousind.

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<v Speaker 1>She's nineteen, so not like she was a little kid

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<v Speaker 1>or anything like that, but her cousin wanted to get

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<v Speaker 1>her a job like the post office. I don't know

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<v Speaker 1>what happened. Was that exactly why she moved his unclear.

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<v Speaker 1>Laurie says she was nineteen and looking for independence. Other

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<v Speaker 1>relatives wonder whether she was trying to avoid putting financial

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<v Speaker 1>strain on her mom. Regardless, Chicago was expensive but exciting,

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<v Speaker 1>and there were so many possibilities, so many things to do,

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<v Speaker 1>people to meet. There was a bigger city than when

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<v Speaker 1>she used us to about her in Denver. It was

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<v Speaker 1>hard to get around. You know, she had a car,

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<v Speaker 1>so you know, getting on the boat with you know,

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<v Speaker 1>a little scary horror. But she was trying to figure

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<v Speaker 1>things out for herself out there. Was that scary for

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<v Speaker 1>you or did you feel like she could handle it?

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<v Speaker 1>It was definitely scary, not being close enough to know

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<v Speaker 1>exactly what's really going on. So it was definitely hard

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<v Speaker 1>when we did talk. She was okay, and you know,

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<v Speaker 1>she had the two friends and she was going out

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<v Speaker 1>to eat nice places and she had nice polls. I

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<v Speaker 1>had no idea anything was going on. When I think

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<v Speaker 1>back now, I wonder maybe I could have prevented this.

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<v Speaker 1>When we were talking and she was telling me where

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<v Speaker 1>she was going out to eat or whatever, they never registered.

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<v Speaker 1>In my mind, I still beat myself up. Why didn't

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<v Speaker 1>the register to me? But maybe she was throwing the signs.

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<v Speaker 1>I don't think that you know everything about child, because

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<v Speaker 1>there's something that they're not telling you. They're either scared

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<v Speaker 1>to tell you, but there is a shame to tell you.

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<v Speaker 1>If I knew that this is going on, I would

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<v Speaker 1>have stopped it. I would have went out there my

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<v Speaker 1>child back home. Do you remember the last interaction you

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<v Speaker 1>had with Africa? It was through Facebook. He has sent

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<v Speaker 1>me two pictures and she said she was getting fat

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<v Speaker 1>and I said, no, you're not. And then I got

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<v Speaker 1>off of work on Thursday and I thought I had

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<v Speaker 1>misplaced my phone. So I had message through Facebook and

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<v Speaker 1>told her I think I may have lost my phone.

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<v Speaker 1>So if you need me, messaged me on Facebook. That

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<v Speaker 1>was Thursday night going into Friday. I didn't hear anything

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<v Speaker 1>back on around Friday. Then the following days when I

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<v Speaker 1>found out. It was the making of my fiancing birthday.

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<v Speaker 1>So we had went out to eat earlier that day

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<v Speaker 1>and we were just at home. Lest you walking dead,

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<v Speaker 1>I received a message from my ex husband's girlfriends. She

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<v Speaker 1>messaged me oundkasebook and she said, you need to call Tasha.

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<v Speaker 1>It's about Africa. I just thought Africa might be trying

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<v Speaker 1>to contact me through Patasha too, that's her cousin. I mean, so,

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<v Speaker 1>did you really pay any attention to it? She messaged

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<v Speaker 1>me back Abound ten minutes later, she said, you really

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<v Speaker 1>need to call in regard to Africa. So I called

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<v Speaker 1>Tashay are you doing She said, we were up at

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<v Speaker 1>the corner's office. We have to identify Africa's body. Nothing,

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<v Speaker 1>she said, pick my brain. I'm like the corner for

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<v Speaker 1>what And she said, or we had to identify African's body.

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<v Speaker 1>She said my daughter's name, and it hit me and

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<v Speaker 1>I black out. When I came to I just looked

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<v Speaker 1>up at my fiancee that Africa is dead. Cashould call

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<v Speaker 1>me back and she told me what happens, and um,

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<v Speaker 1>it just unreal to me. She was trying to give

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<v Speaker 1>me details in phone numbers that I had a call,

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<v Speaker 1>I had a contract. The leading detective on the case,

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<v Speaker 1>Detective Forward. Detective Forward informed me that I'd probably hear

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<v Speaker 1>some things about my child that I don't want to believe,

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<v Speaker 1>but to know that it was true. On Friday, October,

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<v Speaker 1>Lori was waiting for a response to message she had

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<v Speaker 1>sent her daughter Africa, but Africa had already left Chicago.

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<v Speaker 1>In fact, she had already left Illinois. She was forty

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<v Speaker 1>five miles southeast in Indiana, living a life that she

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<v Speaker 1>had never told her mom about. She'd gone to meet

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<v Speaker 1>up with a man who she had only spoken to online. Originally,

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<v Speaker 1>she was going to meet him earlier in the day,

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<v Speaker 1>but he'd pushed things back because he said he couldn't

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<v Speaker 1>find a babysitter. Africa knew it was risky to meet

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<v Speaker 1>strangers from the internet, and she wanted to be safe,

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<v Speaker 1>so she let her friend Shimika know where she was

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<v Speaker 1>and what she was doing, and then texted her when

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<v Speaker 1>she met up with the man. Shimika was expecting another

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<v Speaker 1>text from her when things wrapped up, but hours passed

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<v Speaker 1>and the second text never came, so Shimika texted Africa's

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<v Speaker 1>phone to check in. After a delay, she got a response,

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<v Speaker 1>but the message seemed strange. She didn't think it sounded

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<v Speaker 1>like something Africa would right. Shamika started to worry that

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<v Speaker 1>something was wrong, so she tried calling Africa, but she

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<v Speaker 1>couldn't get through. Shamika kept calling over and over, but

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<v Speaker 1>Africa wasn't picking up. So Shamika called another friend, Eduardo,

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<v Speaker 1>and they drove out to investigate. They arrived at the address.

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<v Speaker 1>It was a motel six just off Interstate nine. Eduardo

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<v Speaker 1>and Shamika found Africa's room and knocked on the door,

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<v Speaker 1>but no one answered, so they got someone from the

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<v Speaker 1>motel to let them in. They didn't see anyone inside

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<v Speaker 1>the motel room, but the shower was running. They called

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<v Speaker 1>out to whoever was there, but got no response. As

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<v Speaker 1>they walked into the room, they saw the bed was

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<v Speaker 1>at a strange angle. One of Africa's shoes, a platform stiletto,

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<v Speaker 1>was lying on its side. They saw a shirt button

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<v Speaker 1>on the floor, a broken fingernail, and a torn condom wrapper.

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<v Speaker 1>They crept slowly toward the bathroom and knocked on the door,

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<v Speaker 1>but again there was no response. Maybe someone had just

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<v Speaker 1>left the shower running, so they cracked the door open.

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<v Speaker 1>Shamika screamed and ran out of the room. Africa Hardy

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<v Speaker 1>was lying in the tub, the shower water beating down

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<v Speaker 1>on her. There was a thin red bruise going all

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<v Speaker 1>the way around her neck. Just above that literature mark.

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<v Speaker 1>Detectives notice that Africa had a tattoo. It was a

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<v Speaker 1>Bible verse. It read, no weapon that is formed against

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<v Speaker 1>me shall prosper it tap the floor informed me that

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<v Speaker 1>I you hear some things about my child that I

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<v Speaker 1>don't want to believe, but to know that it was true.

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<v Speaker 1>She was an escort, prostituting, however you want to word it. Yeah,

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<v Speaker 1>definitely something you don't want to know about your fine

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<v Speaker 1>teen year old, beautiful child who could have had anything,

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<v Speaker 1>done anything that she wanted to. Detective Forward had learned

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<v Speaker 1>that Africa was working as a call girl and that

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<v Speaker 1>was how Africa came into contact with the man she

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<v Speaker 1>met at the motel. He was a client. I can

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<v Speaker 1>definitely a hundred percent day that my children will not

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<v Speaker 1>raised that way. But my children no struggle and they

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<v Speaker 1>know how to overcome struggle. And maybe at that time

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<v Speaker 1>Africa may have up that was the way to overcome struggle.

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<v Speaker 1>I don't know. I think a lot of it has

0:15:55.000 --> 0:15:58.720
<v Speaker 1>to do with the older female that she defriended. Him

0:15:59.040 --> 0:16:01.840
<v Speaker 1>was twenty six. Was you that my daughter? My daughter

0:16:01.920 --> 0:16:06.200
<v Speaker 1>was nine too, and I think she kind of primmed

0:16:06.240 --> 0:16:09.840
<v Speaker 1>in prop Africa. You know, the new girl on the block.

0:16:09.960 --> 0:16:13.200
<v Speaker 1>She's beautiful and you can make some money off of her.

0:16:13.760 --> 0:16:16.560
<v Speaker 1>M Still to this day, I don't know why she

0:16:16.680 --> 0:16:20.440
<v Speaker 1>decided to do what she did. I don't know, I

0:16:20.520 --> 0:16:24.080
<v Speaker 1>don't know. I will never get that answer. Did you

0:16:24.080 --> 0:16:27.480
<v Speaker 1>ever talk to that friend? Yeah, so I did speak

0:16:27.520 --> 0:16:30.040
<v Speaker 1>with her, Like one time, we were on the phone

0:16:30.080 --> 0:16:34.000
<v Speaker 1>for about a good hour and she mentioned that Africa,

0:16:34.320 --> 0:16:39.520
<v Speaker 1>but hey, it's best money, put money, easy money, that

0:16:39.680 --> 0:16:43.480
<v Speaker 1>Africa wanted to come back to Denver. She wanted to know,

0:16:43.640 --> 0:16:46.400
<v Speaker 1>to help take care of her mom. So I'm going

0:16:46.440 --> 0:16:50.640
<v Speaker 1>to assume that that's why, you know it happened. Yea.

0:16:51.440 --> 0:16:53.520
<v Speaker 1>You know, it's hard to put myself in your shoes.

0:16:53.560 --> 0:16:55.800
<v Speaker 1>But I imagine that that's kind of confusing to hear

0:16:55.920 --> 0:16:58.480
<v Speaker 1>because in some ways it's like, you know, that's a

0:16:58.600 --> 0:17:02.800
<v Speaker 1>great thing, she wants to to help you, But then

0:17:02.840 --> 0:17:06.960
<v Speaker 1>it's also like hard because it's you know, like kind

0:17:06.960 --> 0:17:09.879
<v Speaker 1>of connects you to it or something like that. Does

0:17:09.920 --> 0:17:14.560
<v Speaker 1>that make sense exactly? Yeah, Like I feel guilty. I

0:17:14.560 --> 0:17:17.199
<v Speaker 1>mean I feel guilty about the whole scenario, but the

0:17:17.240 --> 0:17:22.240
<v Speaker 1>part that she wanted to help me, you know, since

0:17:22.280 --> 0:17:24.800
<v Speaker 1>Africa was little, I guess she's always looked up to me,

0:17:25.080 --> 0:17:26.879
<v Speaker 1>and I have little letters and know if that she

0:17:27.000 --> 0:17:30.080
<v Speaker 1>write me, and so when I get famous, I'm not

0:17:30.160 --> 0:17:33.520
<v Speaker 1>going to have to worry about anything anymore. I think

0:17:34.320 --> 0:17:37.120
<v Speaker 1>in her mind, you know, she thought that she really

0:17:37.119 --> 0:17:39.679
<v Speaker 1>had to take care of me because now that she

0:17:39.880 --> 0:17:43.160
<v Speaker 1>was grown, it was her turn. You know, mother takes

0:17:43.160 --> 0:17:45.520
<v Speaker 1>care of child, nor child had to take care of mother.

0:17:46.400 --> 0:17:49.080
<v Speaker 1>It was just something in her that she thought she

0:17:49.160 --> 0:17:52.760
<v Speaker 1>wanted to do to me. That speaks to you know

0:17:52.920 --> 0:17:55.760
<v Speaker 1>that you guys were close and that she wanted to

0:17:55.760 --> 0:18:00.760
<v Speaker 1>help you. When I've talked to people, lots of people

0:18:00.800 --> 0:18:04.360
<v Speaker 1>talk about guilt, even in situations where it doesn't really

0:18:04.560 --> 0:18:08.040
<v Speaker 1>make sense. I think that that is also sometimes just

0:18:08.119 --> 0:18:10.960
<v Speaker 1>like part of losing someone you're very close to, you

0:18:11.080 --> 0:18:14.280
<v Speaker 1>always kind of wonder. Yeah, if there's a lot of

0:18:14.280 --> 0:18:18.440
<v Speaker 1>things I wonder about. Did she begged for him to stop?

0:18:19.800 --> 0:18:22.080
<v Speaker 1>She begged him for her life? You know, I was like,

0:18:22.840 --> 0:18:26.679
<v Speaker 1>I wonder these things. I don't know if I'm wrong

0:18:26.760 --> 0:18:29.760
<v Speaker 1>for wondering that. I just want to know what my

0:18:29.840 --> 0:18:34.240
<v Speaker 1>daughter's wife words were when we first reached out to me.

0:18:34.560 --> 0:18:38.840
<v Speaker 1>You said something about old wounds. This is not an

0:18:38.880 --> 0:18:41.760
<v Speaker 1>old wound. This is a daily wound, you know, and

0:18:42.000 --> 0:18:46.840
<v Speaker 1>um to adjusted things, but it never goes away, It

0:18:47.040 --> 0:18:50.760
<v Speaker 1>never ever goes away. UM. I was telling my girlfriend

0:18:50.760 --> 0:18:53.400
<v Speaker 1>that I was getting ready to do this interview, and

0:18:54.600 --> 0:18:58.280
<v Speaker 1>her father passed away a year ago, and you know,

0:18:58.320 --> 0:19:02.120
<v Speaker 1>a very different situation. And but she feels like other

0:19:02.160 --> 0:19:05.560
<v Speaker 1>people get uncomfortable when she talks about it, like they

0:19:05.560 --> 0:19:08.280
<v Speaker 1>don't want her to feel bad, but she wants to

0:19:08.280 --> 0:19:12.920
<v Speaker 1>talk about him. Very true, very true, very very very true.

0:19:13.240 --> 0:19:16.840
<v Speaker 1>People think that you're like completely broken, and they don't

0:19:16.840 --> 0:19:19.920
<v Speaker 1>want to say anything or mention anything. But in order

0:19:19.960 --> 0:19:23.280
<v Speaker 1>for me to keep my daughter's voice going, I have

0:19:23.440 --> 0:19:25.720
<v Speaker 1>to talk about it. Let me talk. If I have

0:19:25.880 --> 0:19:28.600
<v Speaker 1>to cry, and let me cry. If I wanted to laugh,

0:19:29.280 --> 0:19:32.160
<v Speaker 1>let me laugh. So people are really like that. They're

0:19:32.160 --> 0:19:35.600
<v Speaker 1>still like that with me today. So it is what

0:19:35.640 --> 0:19:38.399
<v Speaker 1>it is. So before you were saying that you're like

0:19:38.480 --> 0:19:41.600
<v Speaker 1>kind of curious about this, like you wanted to figure

0:19:41.600 --> 0:19:45.359
<v Speaker 1>out a lot about what was going on after this happened. Yeah,

0:19:45.359 --> 0:19:48.320
<v Speaker 1>I still have some curiosities, and there's still some things

0:19:48.400 --> 0:19:52.119
<v Speaker 1>that I think me to be done and could be done.

0:19:52.840 --> 0:19:57.080
<v Speaker 1>Like I get angry because he killed my daughter and

0:19:57.119 --> 0:20:01.720
<v Speaker 1>my daughter was found enough freaking hotel m naked in

0:20:01.760 --> 0:20:06.919
<v Speaker 1>a shower. Why you know, I get her? You know

0:20:07.520 --> 0:20:14.440
<v Speaker 1>why angry myself. Here's another thing. I wonder why this

0:20:14.720 --> 0:20:22.119
<v Speaker 1>guy we've left loose because here's the crazy thing about

0:20:22.160 --> 0:20:28.400
<v Speaker 1>Africa's case. Well, Africa's death was senseless and seemed utterly random.

0:20:28.440 --> 0:20:33.359
<v Speaker 1>It wasn't random. It was part of a pattern. And

0:20:33.520 --> 0:20:37.080
<v Speaker 1>years earlier, a man named Thomas Hargrove had tried to

0:20:37.119 --> 0:20:40.760
<v Speaker 1>warn police. He said he had evidence that a serial

0:20:40.880 --> 0:20:44.399
<v Speaker 1>killer was on the loose, strangling young women in the area,

0:20:45.240 --> 0:20:50.919
<v Speaker 1>women just like Africa. Hardy. So, who was Thomas Hargrove

0:20:51.560 --> 0:20:55.840
<v Speaker 1>and what was his evidence? Unfortunately, Bury, Indiana is a

0:20:55.880 --> 0:20:58.679
<v Speaker 1>good place to be a killer because you're probably going

0:20:58.720 --> 0:21:18.480
<v Speaker 1>to get away with him. Hey, Ben, can you hear me?

0:21:19.640 --> 0:21:23.080
<v Speaker 1>I'm speaking with Thomas Hargrove over zoom here. Hold on

0:21:23.040 --> 0:21:25.280
<v Speaker 1>one second. I have to warn my wife. I'm doing

0:21:25.280 --> 0:21:29.280
<v Speaker 1>an interview. Harkerve's the guy who warned police in Indiana

0:21:29.480 --> 0:21:31.440
<v Speaker 1>that they might have a serial killer and the loose

0:21:33.960 --> 0:21:37.560
<v Speaker 1>Hargrove sixty four. He's got a white beard and wear

0:21:37.680 --> 0:21:40.959
<v Speaker 1>thin rimmed glasses. He wasn't the sort of guy I

0:21:40.960 --> 0:21:45.120
<v Speaker 1>imagined would be investigating serial killers, so he's curious how

0:21:45.160 --> 0:21:48.040
<v Speaker 1>he got into all this. I don't know where these

0:21:48.080 --> 0:21:51.120
<v Speaker 1>things come from, but when I was seventeen, I decided

0:21:51.200 --> 0:21:55.600
<v Speaker 1>I had to be a reporter, and investigative reporter, an

0:21:55.600 --> 0:22:00.920
<v Speaker 1>investigative reporters, somebody looking into a truth that somebody is

0:22:00.960 --> 0:22:06.359
<v Speaker 1>trying to hide, Like Africa. Hardy Hargrove grew up outside Chicago.

0:22:07.119 --> 0:22:10.000
<v Speaker 1>He was inspired by journalists there who came up with

0:22:10.040 --> 0:22:14.400
<v Speaker 1>a creative way to expose the city's corruption. Reporters kept

0:22:14.400 --> 0:22:16.960
<v Speaker 1>hearing about the bribes that business owners had to pay

0:22:17.000 --> 0:22:20.399
<v Speaker 1>city inspectors, but it was hard to prove any wrongdoing,

0:22:21.160 --> 0:22:26.000
<v Speaker 1>so the journalists decided to go deep undercover. The reporters

0:22:26.040 --> 0:22:29.879
<v Speaker 1>fought their editor into opening a bar. They called it

0:22:29.920 --> 0:22:34.000
<v Speaker 1>the Mirage. Journalists were actually becoming bar keeps, and they

0:22:34.000 --> 0:22:38.120
<v Speaker 1>were running this bar for months and months. They were

0:22:38.160 --> 0:22:42.919
<v Speaker 1>specifically looking for indications of public corruption. And they found it.

0:22:44.119 --> 0:22:48.560
<v Speaker 1>With hidden cameras running, the reporters caught inspectors taking bribes

0:22:48.600 --> 0:22:54.000
<v Speaker 1>and ignoring code violations. It was a remarkable project, and

0:22:54.280 --> 0:22:57.199
<v Speaker 1>it just seemed like it was so much fun. I

0:22:57.240 --> 0:23:02.280
<v Speaker 1>wanted to be like these people. After high school, Hargrove

0:23:02.320 --> 0:23:05.760
<v Speaker 1>studied journalism at the University of Missouri. It's actually one

0:23:05.760 --> 0:23:09.560
<v Speaker 1>of the country's top programs for journalism at that time.

0:23:09.640 --> 0:23:12.760
<v Speaker 1>In the early seventies, a new field was emerging called

0:23:12.760 --> 0:23:18.080
<v Speaker 1>computer assisted reporting. The idea was that reporters could use

0:23:18.080 --> 0:23:23.200
<v Speaker 1>computers to analyze data like government records. Hard grow quickly

0:23:23.240 --> 0:23:28.640
<v Speaker 1>grasped that computing had the potential to revolutionize investigative journalism.

0:23:28.680 --> 0:23:31.520
<v Speaker 1>It allowed reporters to step back and look at issues

0:23:31.560 --> 0:23:36.359
<v Speaker 1>with a wider lens. From this new perspective, sometimes previously

0:23:36.400 --> 0:23:40.000
<v Speaker 1>invisible patterns would come into focus. If you didn't ask

0:23:40.160 --> 0:23:44.000
<v Speaker 1>the question in exactly the right way, your program would fail.

0:23:44.280 --> 0:23:48.119
<v Speaker 1>And it was very frustrating, but it was astonishing what

0:23:48.200 --> 0:23:53.680
<v Speaker 1>computers could do. After college, Hargrove landed a job as

0:23:53.720 --> 0:23:57.640
<v Speaker 1>a crime reporter for the Birmingham Post Herald. Being a

0:23:57.720 --> 0:24:01.359
<v Speaker 1>police reporter in the Deep South was a remarkable way

0:24:01.440 --> 0:24:04.680
<v Speaker 1>to get started. I came as a Yankee and really

0:24:04.720 --> 0:24:08.400
<v Speaker 1>wasn't expecting to like that experience, but I did. Her

0:24:08.440 --> 0:24:11.160
<v Speaker 1>Grove loved the work experience he was getting, but being

0:24:11.200 --> 0:24:15.440
<v Speaker 1>a police reporter wasn't always easy. It's one thing to

0:24:15.560 --> 0:24:19.880
<v Speaker 1>think I want to write exposes about crooked politics. That's

0:24:19.920 --> 0:24:25.040
<v Speaker 1>another thing to see what happens because of bad policies,

0:24:25.840 --> 0:24:30.919
<v Speaker 1>poverty and desperation and violence. Hard Grove kept a police

0:24:30.920 --> 0:24:36.040
<v Speaker 1>scanner running all the time, even at home. If he

0:24:36.119 --> 0:24:40.160
<v Speaker 1>heard a dispatch that sounded newsworthy, he'd immediately drive out

0:24:40.160 --> 0:24:43.639
<v Speaker 1>to the scene of the crime. Sometimes, if he happened

0:24:43.680 --> 0:24:47.240
<v Speaker 1>to be nearby, he would beat the cops there. One

0:24:47.359 --> 0:24:51.760
<v Speaker 1>was at a convenience store in Hoover, Alabama. I opened

0:24:51.760 --> 0:24:56.240
<v Speaker 1>the door and didn't see anybody, and then found the

0:24:56.320 --> 0:25:02.840
<v Speaker 1>cashier behind the counter. The cashier had been shot. He

0:25:02.960 --> 0:25:07.800
<v Speaker 1>was lying on the ground leading out. He didn't say anything.

0:25:08.560 --> 0:25:16.439
<v Speaker 1>He wasn't especially conscious, but he breathed his last It

0:25:16.680 --> 0:25:23.520
<v Speaker 1>is an experience to see someone die. I didn't really

0:25:23.840 --> 0:25:26.560
<v Speaker 1>think when I was a teenager what it was like

0:25:26.680 --> 0:25:30.760
<v Speaker 1>to cover the news. I guess I didn't realize that

0:25:30.800 --> 0:25:34.760
<v Speaker 1>when you experience the news rather than just right about it.

0:25:34.760 --> 0:25:41.480
<v Speaker 1>It really is a life changing process. Hard Group's time

0:25:41.520 --> 0:25:44.720
<v Speaker 1>as a crime reporter was also when he first learned

0:25:44.760 --> 0:25:50.080
<v Speaker 1>about serial killers and a phenomenon called linkage blindness. In

0:25:50.119 --> 0:25:54.720
<v Speaker 1>the late nineties seventies, the term serial killer did not exist.

0:25:55.520 --> 0:25:59.520
<v Speaker 1>That was invented in the eighties. The term did not exist,

0:25:59.640 --> 0:26:03.040
<v Speaker 1>but the idea that someone could kill over and over

0:26:03.080 --> 0:26:08.760
<v Speaker 1>again was becoming common among Americans at that time. Just

0:26:08.960 --> 0:26:13.560
<v Speaker 1>to the east of Birmingham, Atlanta was experiencing the Atlanta

0:26:13.680 --> 0:26:18.560
<v Speaker 1>child murders, and those murders were not being solved. It's

0:26:18.640 --> 0:26:23.040
<v Speaker 1>unusual for children to be murdered. It's very unusual for

0:26:23.359 --> 0:26:27.800
<v Speaker 1>child murders to go unsolved, and there was criticism of

0:26:27.840 --> 0:26:31.399
<v Speaker 1>the Atlanta Police Department for not recognizing the patterns sooner.

0:26:32.920 --> 0:26:38.160
<v Speaker 1>I started attending academic symposiums that looked into the question

0:26:38.320 --> 0:26:42.480
<v Speaker 1>of the Atlanta child murders, and I heard from criminologists

0:26:42.880 --> 0:26:46.800
<v Speaker 1>that this is a well known problem called linkage blindness,

0:26:48.480 --> 0:26:52.719
<v Speaker 1>that when there are connected cases, often the connection is

0:26:52.760 --> 0:26:55.960
<v Speaker 1>not made by police because of the nature of how

0:26:56.000 --> 0:27:02.000
<v Speaker 1>homicides are investigated. If someone murdered, a detective is assigned

0:27:02.000 --> 0:27:05.639
<v Speaker 1>to the case. When another person is murdered, Usually a

0:27:05.640 --> 0:27:09.200
<v Speaker 1>different detective is assigned to the case. If there are

0:27:09.400 --> 0:27:14.399
<v Speaker 1>commonalities to the two murders, those commonalities are not recognized

0:27:14.480 --> 0:27:18.280
<v Speaker 1>unless those two detectives have a conversation over the water cooler.

0:27:19.280 --> 0:27:24.080
<v Speaker 1>If those killings occurred in a neighboring jurisdiction, that conversation

0:27:24.160 --> 0:27:28.919
<v Speaker 1>never happens. Experts in the field, we're saying that most

0:27:29.080 --> 0:27:33.879
<v Speaker 1>connected murders go unrecognized. The links are very rarely made,

0:27:34.600 --> 0:27:37.439
<v Speaker 1>and I kept that in the back of my mind.

0:27:39.040 --> 0:27:42.359
<v Speaker 1>Hargrove didn't know it yet, but this simple insight about

0:27:42.440 --> 0:27:47.440
<v Speaker 1>linkage blindness, that connections between murders are often missed by police,

0:27:48.119 --> 0:27:51.960
<v Speaker 1>That idea would become an obsession and completely alter the

0:27:52.000 --> 0:27:56.120
<v Speaker 1>course of his life. But his next clue wouldn't come

0:27:56.240 --> 0:28:00.120
<v Speaker 1>until decades later, when he was halfway across the country.

0:28:01.280 --> 0:28:04.200
<v Speaker 1>Hargrove had climbed up through the ranks, and in two

0:28:04.200 --> 0:28:08.520
<v Speaker 1>thousand four he was living his teenage dream. He was

0:28:08.560 --> 0:28:12.840
<v Speaker 1>working as an investigative reporter in Washington, d C. And

0:28:12.880 --> 0:28:15.760
<v Speaker 1>he was using the programming skills he learned in college

0:28:16.000 --> 0:28:21.399
<v Speaker 1>to write big data driven stories. In two thousand four,

0:28:22.000 --> 0:28:25.960
<v Speaker 1>I was assigned to do a really interesting story. He

0:28:26.160 --> 0:28:30.080
<v Speaker 1>just started a piece on prostitution when he stumbled across

0:28:30.160 --> 0:28:36.000
<v Speaker 1>another clue. In some cities, anti prostitution laws are vigorously enforced.

0:28:36.280 --> 0:28:39.600
<v Speaker 1>In other cities, the laws are virtually ignored, and in

0:28:39.720 --> 0:28:44.040
<v Speaker 1>other cities just the men who higher prostitutes are arrested.

0:28:44.600 --> 0:28:47.800
<v Speaker 1>So it was all across the board, who gets arrested,

0:28:47.840 --> 0:28:51.440
<v Speaker 1>whether anyone gets arrested. To study this, I needed the

0:28:51.560 --> 0:28:55.680
<v Speaker 1>uniform crime report because prostitution is something the FBI counts,

0:28:56.520 --> 0:29:00.360
<v Speaker 1>So hart Grove ordered a CD with FBI records about crime.

0:29:00.840 --> 0:29:04.840
<v Speaker 1>He was planning to compare prostitution arrest between different cities

0:29:05.360 --> 0:29:10.760
<v Speaker 1>when he discovered something else. Included on that CD at

0:29:10.880 --> 0:29:14.680
<v Speaker 1>no extra charge was a file I had never heard of,

0:29:15.120 --> 0:29:20.320
<v Speaker 1>called the Supplemental Homicide Report. Being paid to be curious,

0:29:20.360 --> 0:29:23.920
<v Speaker 1>I opened it up and what it was was line

0:29:24.000 --> 0:29:29.400
<v Speaker 1>after line of individual murders. It showed the age, race,

0:29:29.560 --> 0:29:34.360
<v Speaker 1>sex of each victim. Victim is a blackmail eighteen years old.

0:29:34.520 --> 0:29:37.120
<v Speaker 1>It had the weapon that was used. He was shut

0:29:37.160 --> 0:29:40.240
<v Speaker 1>with a handgun. It had the police theory as to

0:29:40.320 --> 0:29:43.120
<v Speaker 1>why the homicide occurred. The murder is thought to be

0:29:43.200 --> 0:29:45.840
<v Speaker 1>due to an argument over money or property. It had

0:29:45.880 --> 0:29:50.320
<v Speaker 1>the month and year and the jurisdiction January two thousand,

0:29:50.600 --> 0:29:55.600
<v Speaker 1>Los Angeles, Long Beach, California. I had never seen the

0:29:55.680 --> 0:30:00.840
<v Speaker 1>individual crime data before, and I don't know where all

0:30:00.840 --> 0:30:04.600
<v Speaker 1>these connections occur in our minds, But the first thought

0:30:04.640 --> 0:30:08.840
<v Speaker 1>I had upon opening the s HR the Supplemental Homicide

0:30:08.840 --> 0:30:13.920
<v Speaker 1>Report was could we teach a computer to identify connected

0:30:14.040 --> 0:30:19.760
<v Speaker 1>cases to find serial killings? Hard Grove had a feeling

0:30:20.200 --> 0:30:23.520
<v Speaker 1>that an algorithm could find patterns within that data and

0:30:23.560 --> 0:30:27.840
<v Speaker 1>detect serial killers. And maybe you could even be used

0:30:27.840 --> 0:30:31.280
<v Speaker 1>to detect active serial killers who had not yet been caught.

0:30:32.640 --> 0:30:36.200
<v Speaker 1>This idea started hard Grove down a winding path that

0:30:36.320 --> 0:30:40.440
<v Speaker 1>eventually led him to discover a trail of bodies, bodies

0:30:40.600 --> 0:30:43.440
<v Speaker 1>that he says, we're left behind by the man who

0:30:43.560 --> 0:30:47.760
<v Speaker 1>killed Africa Hardy. But this isn't just a story investigating

0:30:47.800 --> 0:30:51.360
<v Speaker 1>Africa Hardy's killer and cold cases that might be connected

0:30:51.400 --> 0:30:54.480
<v Speaker 1>to him. If there's one thing that will become clear

0:30:54.600 --> 0:30:58.239
<v Speaker 1>from this story, it's that Africa Hardy didn't need to

0:30:58.320 --> 0:31:08.520
<v Speaker 1>die next time on algorithm. Serial killer Gary Ridgway was

0:31:08.600 --> 0:31:11.520
<v Speaker 1>convicted in a court of law of murdering forty eight

0:31:11.640 --> 0:31:15.640
<v Speaker 1>girls and women. The question was could we teach a

0:31:15.720 --> 0:31:19.600
<v Speaker 1>computer a process that would tell us that something god

0:31:19.640 --> 0:31:24.200
<v Speaker 1>awful happened in Seattle. My editors recognized that this could

0:31:24.200 --> 0:31:28.120
<v Speaker 1>be something very cool, but it's hard to commit to

0:31:28.280 --> 0:31:31.080
<v Speaker 1>a project you don't know up front whether it's possible.

0:31:31.360 --> 0:31:34.200
<v Speaker 1>The stereotypes about the profile of a serial killer or

0:31:34.320 --> 0:31:37.800
<v Speaker 1>profile of the victims is not really very consistent with

0:31:37.920 --> 0:31:41.600
<v Speaker 1>the facts. This is really one of the most frustrating

0:31:41.720 --> 0:31:45.360
<v Speaker 1>experiences of my life. Your only hope is to get

0:31:45.440 --> 0:31:49.480
<v Speaker 1>Jackie to talk. I think the Gary Police Department should

0:31:49.520 --> 0:31:52.360
<v Speaker 1>be looking at some of those old cases. They still

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<v Speaker 1>may have a killer out there. Episode two of Algorithm

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<v Speaker 1>is out now. Listen to subscribe on the I Heart

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<v Speaker 1>Radio app, Apple Podcasts, or wherever you get your favorite shows.

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<v Speaker 1>This episode was written and produced by me ben Key Brick.

0:32:10.040 --> 0:32:13.680
<v Speaker 1>Algorithm is executive produced by Alex Williams, Donald Albright, and

0:32:13.720 --> 0:32:18.600
<v Speaker 1>Matt Frederick. Production assistance in mixing by Eric Quintana. The

0:32:18.680 --> 0:32:21.920
<v Speaker 1>music is by Makeup and Vanity Set and Blue Dot Sessions.

0:32:22.480 --> 0:32:27.560
<v Speaker 1>Thanks to Christina Dana, Miranda Hawkins, Jamie Albright, rema El Kaili,

0:32:27.880 --> 0:32:31.040
<v Speaker 1>Trevor Young, and Josh Thane for their help and notes.

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<v Speaker 1>Also really thanks for listening. Um, it means a lot.

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<v Speaker 1>Like I was saying, this is my first time hosting

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<v Speaker 1>a podcast like this and I love to know what

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<v Speaker 1>you think. So if you have a moment, please subscribe

0:32:45.920 --> 0:32:47.040
<v Speaker 1>and leave a review.