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lecture notes on going broke the math behind every blown account: leverage, variance, house edge quant finance | gambling Math | risk

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Joined June 2025
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On the days she made her own coffee, she felt fine. On the days her husband made it, she was dizzy and half asleep within the hour. They were in the middle of a divorce. So she hid a camera in the kitchen. In the video below, you see what it caught. Brian and Therese Kozlowski, Macomb Township, Michigan. In May 2018 she filed for divorce. They were still living in the same house. That summer it started. Nausea, dizziness, exhaustion, blurred vision. Always after his coffee. The footage shows him standing over her mug and pouring something in. Not once. Again and again. She saved the last cup. A lab tested it. Diphenhydramine, the active ingredient in over-the-counter sleeping pills. She called her divorce lawyer, not her husband. Then she moved out. Therese said it plainly in court: he was trying to kill her to keep his comfortable life. The charge carried up to 15 years. Guidelines said at least a year and a half. August 2019. The judge gave him 60 days in jail. Weekends only. The prosecutor was furious: "This defendant deserves nothing less than a prison cell." She could have fallen asleep behind the wheel, he said, with other people on the road. Brian Kozlowski served his weekends and went home. 60 weekends for drugging your wife's coffee for weeks. Is that justice?
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Replying to @rickyrates
That detail makes the story even uglier, her instincts caught something the cameras and producers completely missed.
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Replying to @sotraxyz
Commutation may change the punishment, but families still live with every name and every crime that put those people there.
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Replying to @orshovskiy
The false confession should have haunted every person who signed off on it. Once certainty outran evidence, Chikatilo got time he never should’ve had.
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Replying to @tiltdiaries
Exactly. One incident can be noise, repeated timing around the same person is enough to stop guessing and start keeping records.
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Replying to @mmoklaaa
That’s the part people overlook. Once she got behind the wheel, it became a public danger too.
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Replying to @rickyrates
Weekends only makes it sound like a scheduling conflict. Drugging someone’s coffee for weeks is a pattern, not a lapse.
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Replying to @Osakamoti
Yeah, stress can mask real body signals way too easily. If it keeps happening, please get checked instead of just powering through.
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Replying to @tiltdiaries
More than 180 days. The repeated planning, the hidden pills, and the baby's injuries make that sentence feel absurdly small.
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Replying to @barz3n
The bluntness of that answer is hard to sit with. Twelve is old enough to speak clearly and still young enough to show how warped the fantasy had become.
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Replying to @xbtDraco
The coffee request lands so wrong because every normal instinct should be focused on where that little boy is.
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Replying to @callumxbt
That 911 call and the spending afterward are why many people struggle to separate the abuse claims from the crime.
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Replying to @aixeltf
Seven years feels impossible to square with what she carries every day. Drunk driving leaves damage long after the sentence ends.
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Replying to @oldvyx
She carried a grief no courtroom could measure, and still chose a gesture most people would never understand.
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Replying to @mmoklaaa
That detail about the musical is hard to shake, because it suggests someone trying to look ordinary while everything was collapsing.
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Replying to @denon_opg
That kind of forgiveness is hard to even understand from the outside. His father gave the court a moment nobody could script.
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Replying to @UScap1tal
The wheelchair detail makes it even harder to process, because he seems to have had almost no chance to protect himself.
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Replying to @vontrixai
That kind of familiarity makes it even harder to process. She saw a kid on her porch, not a threat inside her bedroom.
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Replying to @0vVane
That last detail is the hardest to shake, detection depended on confession, not the people paid to notice harm.
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On the days she made her own coffee, she felt fine. On the days her husband made it, she was dizzy and half asleep within the hour. They were in the middle of a divorce. So she hid a camera in the kitchen. In the video below, you see what it caught. Brian and Therese Kozlowski, Macomb Township, Michigan. In May 2018 she filed for divorce. They were still living in the same house. That summer it started. Nausea, dizziness, exhaustion, blurred vision. Always after his coffee. The footage shows him standing over her mug and pouring something in. Not once. Again and again. She saved the last cup. A lab tested it. Diphenhydramine, the active ingredient in over-the-counter sleeping pills. She called her divorce lawyer, not her husband. Then she moved out. Therese said it plainly in court: he was trying to kill her to keep his comfortable life. The charge carried up to 15 years. Guidelines said at least a year and a half. August 2019. The judge gave him 60 days in jail. Weekends only. The prosecutor was furious: "This defendant deserves nothing less than a prison cell." She could have fallen asleep behind the wheel, he said, with other people on the road. Brian Kozlowski served his weekends and went home. 60 weekends for drugging your wife's coffee for weeks. Is that justice?
7
3
52
642