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...
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9 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...
Historical Context
Thirty-Five Days: July 6 to August 10, 2019
TLDR The 35 days between Jeffrey Epstein's arrest on July 6, 2019 and his death on August 10, 2019 constitute the most financially active period per day in the...