KAREN READ TRIAL DATA ANALYTICS PART #1: Nicole Albert - The Cleaner When liars anticipate skepticism or future questioning, they may preemptively offer extra details, often unnecessary or overly elaborate, to make their story seem more convincing or airtight. The specific behavior is often called "proactive fabrication" or "overcompensation... through detail", driven by a liar's effort to avoid scrutiny. The added details are often rehearsed or fabricated, and sometimes too perfect or too consistent, which can raise red flags. It’s a form of impression management used to control how they’re perceived. Our data analytics team is leveraging AI to automate transcription of the trial proceedings. In addition, they are developing advanced tools to search the video archive, enabling precise retrieval of key terms and statements linked to specific individuals. Our ultimate goal is to open-source the entire project, empowering anyone to conduct their own independent investigation with full transparency and access to the tools and data.show more

To those claiming BS that we are throwing significant resources into an independent investigation: actions speak louder than words.

All the "cleaning" testimony was to explain away why the house was antiseptic clean when lazy Gallagher and Lanke popped in. Wanted to cover all the bases in case Action Jackson questioned the cops about the condition of the parts of the house they saw.

Agreed

Higgins also added that someone tall with dark hair entered the house! I am pretty sure he went off the script out of his own fear of lying to the FBI and perjuring himself, so he only left out the part that it was John that came in. He also danced around the question of weather he destroyed his sim card. Higgins is not as stupid as he came off on the stand about his knowledge of cell phones. I think he kept that "sim card" for his own protection in the case Brian Albert and him have a falling out and they try to pin Johns murder on him alone. That sim card is his security blanket!

Loophole Lawyer has a YT Mashup of EVERYONE Referring to NICOLE'S love of cleaning...it's quite impressive to watch.

What about when Jenn and Kerri were almost mocking and making fun of Karen for being so distraught about JOK death ! Can anyone even imagine reacting to ANYONE as they're finding out about the death of a loved one. The fact that they consider this normal behavior is chilling.

I’m not a body language expert but ppl who talk out of the side of their mouth drive me nuts. Why does the cleanest mom on the cleanest Mom on the planet look like she hasn’t washed her hair in a month?

🤣🤣🤣

PS Higgins also knows that that "sim card" could be his bargaining chip to immunity! I 100% believe Higgins witnessed Brian Albert hit John "killing him" when he fall back hitting his head. If Chloe the dog seen her owner hit John? The dog would have attacked John's arm to try to bring him down as police dogs are trained to do. Albert was a cop. He would train his dog like a police K-9 He also was not in control of Chloe so it could have only been Albert that killed John. I don't think Allie McCabe lied when she said she drove Collin home. Her words on the stand were, "Collin wasn't there, when John was in the house." She did slip up that John was in the house and she started crying right after saying it knowing she screwed up saying it.

This obsession with constantly suggesting she cleans all the time never sat well with me because it was all unprompted and excessive.