The Man Using Maths to Find Serial Killers

What It Was Like

Thomas Hargrove was an investigative reporter when he had an idea: use open-source FBI data to spot patterns in unsolved murders. That idea became an algorithm that highlights locations where serial killers might be operating. In this episode, Thomas talks us through the cases it’s uncovered and why data can reveal what people miss.

Visit Thomas' organisation the Murder Accountability Project at www.murderdata.org.

Find us on TikTok: @whatitwaslikepodcast

Find us on Youtube: @whatitwaslikepodcast

This is a Superreal production

Hosted on Acast. See acast.com/privacy for more information.

2025-11-28 45 min

Audio File Episode Page Apple

Available Results

Generated results are saved to the knowledge database for reuse and search.

No generated results are available for this episode yet.

Quick Summary Summary Template Generatable

A concise first-pass summary for understanding the episode quickly.

Best for: Any episode, First-pass understanding

Needs transcript

Deep Knowledge Extract Knowledge Extraction Template Generatable

A structured reusable extraction of ideas, methods, caveats, resources, claims, and quotes.

Best for: Long interviews, Expert conversations

Needs transcript

Topic Map Knowledge Extraction Template Generatable

A navigable map of subjects, topic flow, and suggested chapters.

Best for: Long episodes, Episodes without good chapters

Needs transcript

Resources Mentioned Knowledge Extraction Template Generatable

Concrete books, tools, apps, websites, products, papers, people, and organizations.

Best for: Resource-heavy episodes, Interviews

Needs transcript

Risks and Caveats Knowledge Extraction Template Generatable

Risks, warnings, limitations, trade-offs, weak evidence, and uncertainties.

Best for: Health, Science

Needs transcript

Deep Summary Summary Template Generatable

A detailed readable summary organized by chapter or topic.

Best for: Long interviews, Educational podcasts

Needs transcript

Quick Summary Summary Template Generatable

A concise first-pass summary for understanding the episode quickly.

Best for: Any episode, First-pass understanding

Needs transcript

Deep Summary Summary Template Generatable

A detailed readable summary organized by chapter or topic.

Best for: Long interviews, Educational podcasts

Needs transcript

Knowledge Blocks Knowledge Extraction Template Generatable

Reusable atomic knowledge units extracted from the episode.

Best for: Research, Learning

Needs transcript

Topic Map Knowledge Extraction Template Generatable

A navigable map of subjects, topic flow, and suggested chapters.

Best for: Long episodes, Episodes without good chapters

Needs transcript

Quick Summary Summary Template Generatable

A concise first-pass summary for understanding the episode quickly.

Best for: Any episode, First-pass understanding

Needs transcript

Deep Summary Summary Template Generatable

A detailed readable summary organized by chapter or topic.

Best for: Long interviews, Educational podcasts

Needs transcript

Knowledge Blocks Knowledge Extraction Template Generatable

Reusable atomic knowledge units extracted from the episode.

Best for: Research, Learning

Needs transcript

Topic Map Knowledge Extraction Template Generatable

A navigable map of subjects, topic flow, and suggested chapters.

Best for: Long episodes, Episodes without good chapters

Needs transcript

Health Tips Knowledge Extraction Template Generatable

Health, fitness, recovery, nutrition, supplement, and wellness advice or claims.

Best for: Health podcasts, Fitness podcasts

Needs transcript

Business Ideas Knowledge Extraction Template Generatable

Business opportunities, strategy insights, and company-building lessons.

Best for: Founder podcasts, Business interviews

Needs transcript

Book Recommendations Knowledge Extraction Template Generatable

Books and learning resources mentioned in the episode.

Best for: Interview podcasts, Education podcasts

Needs transcript

Methods & Frameworks Knowledge Extraction Template Generatable

Repeatable methods, frameworks, mental models, processes, and systems.

Best for: Productivity episodes, Technical interviews

Needs transcript

Risks and Caveats Knowledge Extraction Template Generatable

Risks, warnings, limitations, trade-offs, weak evidence, and uncertainties.

Best for: Health, Science

Needs transcript

Action Items Knowledge Extraction Template Generatable

Explicit actions, next steps, habits, recommendations, and things to avoid.

Best for: Productivity, Health

Needs transcript

Quotes and Claims Knowledge Extraction Template Generatable

Memorable quotes and important claims with source context.

Best for: Interviews, Debates

Needs transcript

Resources Mentioned Knowledge Extraction Template Generatable

Concrete books, tools, apps, websites, products, papers, people, and organizations.

Best for: Resource-heavy episodes, Interviews

Needs transcript

Deep Knowledge Extract Knowledge Extraction Template Generatable

A structured reusable extraction of ideas, methods, caveats, resources, claims, and quotes.

Best for: Long interviews, Expert conversations

Needs transcript

Extract Knowledge

Pick what you want extracted first. Model, scope, and chapter options appear after a template is selected.

Generated results for public episodes are saved to the knowledge database so they can be reused and searched later.

Transcript

No transcript is available for this episode yet.

Chapters

No chapters available.