Detention & Custody
278 Guard Gaps: 202 Minutes Without Oversight
TLDR VLM frame-by-frame annotation of 4,178 key frames across all 368 surveillance videos with parseable timestamps reveals guards present in 91.0% of frames...
Detention & Custody
8 investigations
Detention & Custody
42 Times a Door Changed Without a Guard
TLDR Across all 368 analyzed surveillance videos from the Metropolitan Correctional Center, 42 door status transitions occurred with no guard visible in the...
Detention & Custody
What the Control Room Revealed
TLDR The 106 control room videos -- previously unanalyzed -- have now been fully processed, yielding 869 annotated frames across 55 videos with parseable...
Detention & Custody
Arrest Night: Two Cameras, Zero Guards
TLDR On July 6, 2019 at 22:00:47 -- the night of Jeffrey Epstein's arrest -- both a cell tier camera and the control room camera simultaneously show zero...
Detention & Custody
4% to 34%: Guard Absence Escalation
TLDR Guard absence rates escalated from a July baseline of 4-9% to a peak of 34.2% on August 2, 2019. The rate remained at 29-30% through August 9-10 -- the...
Detention & Custody
The 98% Blind Spot
TLDR Of 247 floor-level guard gaps identified across corridor, cell tier, and common area cameras, 243 (98.4%) have no overlapping control room footage. For...
Detention & Custody
The Lag Effect
TLDR Guard absence rates correlate with detention phases, not individual events. The pre-arrest baseline was 4.7%. The arrest-through-suicide-attempt period...
Detention & Custody
419 Surveillance Videos: What the Cameras Recorded
TLDR Data Set 8 of the DOJ Epstein document release contains 419 MP4 surveillance videos totaling 412.5 hours of footage from the Metropolitan Correctional...