August 23, 2026 · Research pass

Research updates - August 23, 2026 (video statement archive promoted)

The YouTube research archive was promoted into the tracked dataset. The archive held 68 fully transcribed videos with 236 verbatim timestamped quotes; the dataset held 58 video rows and 19 statements, 15 of which recorded only a video title and 4 of which were quotes typed in by hand rather than taken from a transcript.

Ten videos added: YT059, YT060, YT061, YT062, YT063, YT064, YT065, YT066, YT067, YT068 had been researched and archived but had no dataset row. All 68 rows now carry a verified publish date read from the video's own YouTube listing.

Statements rebuilt on transcripts: all 19 existing rows were rewritten onto real transcript quotes and 189 further quotes were promoted, giving 208 timestamped statements in total. The 'User-provided verbatim timestamped quote' and 'Verified video-title statement' source labels are retired; every statement is now transcribed from the video's own YouTube auto-generated captions and carries a deep link to the cited moment. Auto-caption wording is preserved as transcribed, including its errors.

Filing-pattern relevance classified: each statement now carries a Strong / Moderate / Context research classification of how closely it bears on the documented filing-restriction indicators - 22 Strong, 174 Moderate, 12 Context. This is a research classification only. It is not a judicial finding, and no court in this dataset has made a vexatious-litigant determination.

Corrections rolled in: four rows catalogued as 'General litigation commentary' name a specific case, court and dispute in their own transcripts and were recategorised (YT026, YT027, YT029, YT030); one video's dispute assignment was wrong (YT032 is about Saladino's counsel, not the Starowicz matters); and one row described a 2026-06-07 incident as the origin of Shopify litigation that had in fact begun 15 months earlier (YT039).

Scope: 1 video (VwskI73Jkl0) is classified 'Not litigation-related' and is excluded from the site entirely; it remains in the research archive only. Quotes were not promoted where the speaker was quoting someone else, where the statement rested on an unevidenced accusation against a named non-party, or from the location-tag sweep, which records tagging behaviour and is not evidence of venue or association.

Related cases

Note

Video quotations are public statements by a party. They are kept in their own evidence layer, separate from court findings, party filings and this project's research classifications, and none of them is a finding by any court.

Quotes are transcribed from each video's own YouTube auto-generated captions and checked against playback at the cited timestamp. Auto-captions are machine-generated and mis-transcribe names and figures; wording is preserved as transcribed rather than silently cleaned up, and every quote links back to the exact moment so it can be checked. Full transcripts are held in an internal research archive and are not republished.

The Strong / Moderate / Context tier attached to each statement is this project's own research classification of how closely it bears on the filing patterns documented elsewhere on the site. It is not a judicial finding and not a determination that anyone is a vexatious litigant. Case links drawn from a video are researched connections, not findings that a video caused or was caused by any filing.

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