Melanie’s Reviews > The Monsters We Make: Murder, Obsession, and the Rise of Criminal Profiling > Status Update
Melanie
is on page 124 of 256
"Underlying resentment and contempt." As this went on over 3 years, TK began to have nightmares & revenge fantasies; dreamed of becoming 'an agitator, rousing mobs to frenzies of revolutionary violence.' Developed 'an intense fear of mind control and dreamed about fighting back against his tormentors.' [2/2]
— Feb 12, 2026 11:32AM
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Melanie’s Previous Updates
Melanie
is on page 208 of 256
What is takeaway point/purpose of this book?
"This book is...my struggle to understand the problem [my father] represents in me. In profiling, we see people as we need them to be, even if it blinds us to the ambiguities of reality."
— Feb 12, 2026 08:02PM
"This book is...my struggle to understand the problem [my father] represents in me. In profiling, we see people as we need them to be, even if it blinds us to the ambiguities of reality."
Melanie
is on page 203 of 256
"The problem with predictive policing is the policing part" - Andrew Guthrie Ferguson, prof at American University. Analytics to ID at-risk youth can be useful but funding should go to better-equipped social service agencies.
— Feb 12, 2026 07:59PM
Melanie
is on page 187 of 256
In 2011, Time magazine called predictive policing 1 of 50 greatest inventions of the year.
"It's more accurate to say that algorithms reflect policing patterns rather than crime patterns."
"What we measure affects what we look for and read as important."
Inputs that classify "high crime" might come from old arrest figures that are artificially elevated (stop & frisk, excessive pot charges in Black areas, etc.)
— Feb 12, 2026 07:57PM
"It's more accurate to say that algorithms reflect policing patterns rather than crime patterns."
"What we measure affects what we look for and read as important."
Inputs that classify "high crime" might come from old arrest figures that are artificially elevated (stop & frisk, excessive pot charges in Black areas, etc.)
Melanie
is on page 185 of 256
- Behaviors in hunting among ancient humans look like those of modern-day car thieves
- Habits of earthquakes (with aftershocks following main event) match those of gang activity (murders often followed by a retaliation)
Brantingham + LAPD repurposed earthquake-forecasting methodologies & algorithm to analyze police data on past LA crimes and predict where they'd occur next; led to 7.4% reduction in crime [2/2]
— Feb 12, 2026 07:56PM
- Habits of earthquakes (with aftershocks following main event) match those of gang activity (murders often followed by a retaliation)
Brantingham + LAPD repurposed earthquake-forecasting methodologies & algorithm to analyze police data on past LA crimes and predict where they'd occur next; led to 7.4% reduction in crime [2/2]
Melanie
is on page 185 of 256
1990s - philosophical shift in criminal policing; "instead of merely reacting to individual 'incidents,' police must proactively solve general problems." Result was new data-sharing network among federal, local, & state agencies w/ dozens of hubs around country known as fusion centers.
Jeffrey Brantingham - UCLA anthropologist, developed math models, found algorithms for 1 purpose can apply to a very diff one [1/2]
— Feb 12, 2026 07:54PM
Jeffrey Brantingham - UCLA anthropologist, developed math models, found algorithms for 1 purpose can apply to a very diff one [1/2]
Melanie
is on page 184 of 256
CompStat - focused energy on neighborhoods where crimes clustered. "Act small to prevent big" (broken windows policing, also applied to counterterrorism - focus on small immigration infractions to increase odds of ensnaring big time terrorists).
— Feb 12, 2026 07:52PM
Melanie
is on page 181 of 256
School resource officers were often the first to ID vulnerable youth; SHOULD offer services to get them back on track, but often responsible for some of the most aggressive policing in the county.
Juveniles put on secret list of "prolific offenders" (at-risk + history of criminally-related interactions) were relentlessly pursued and prosecuted, and tried as adults so they'd be locked up for max amt possible.
— Feb 12, 2026 07:51PM
Juveniles put on secret list of "prolific offenders" (at-risk + history of criminally-related interactions) were relentlessly pursued and prosecuted, and tried as adults so they'd be locked up for max amt possible.
Melanie
is on page 179 of 256
"Scoring system" for kids -
- Evidence of criminal past (arrest records, gang activity)
- Bad grades, missing school, socializing with delinquent friends
- Sometimes entirely out of their control (incarcerated parent, being a victim of abuse, witnessing household violence)
- Used the database of child welfare/abuse history from FL Dept of Children & Families to ID kids who had "adverse childhood experiences"
[2/2]
— Feb 12, 2026 07:49PM
- Evidence of criminal past (arrest records, gang activity)
- Bad grades, missing school, socializing with delinquent friends
- Sometimes entirely out of their control (incarcerated parent, being a victim of abuse, witnessing household violence)
- Used the database of child welfare/abuse history from FL Dept of Children & Families to ID kids who had "adverse childhood experiences"
[2/2]
Melanie
is on page 179 of 256
How they IDed "seeds of criminal activity":
- Most juvenile offenders came from "abusive, neglectful, or otherwise disadvantaged upbringings"
- 40% of juvenile offenders had witnessed violence at home, 80% had incarcerated parent (never mind that that same paper concluded that therapy is more cost-effective with better outcomes & less crime than policing).
[1/2]
— Feb 12, 2026 07:47PM
- Most juvenile offenders came from "abusive, neglectful, or otherwise disadvantaged upbringings"
- 40% of juvenile offenders had witnessed violence at home, 80% had incarcerated parent (never mind that that same paper concluded that therapy is more cost-effective with better outcomes & less crime than policing).
[1/2]

