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AI claims are checked one by one against primary sources.

AI Citations Are Leads, Not Proof

A real link can still fail to support the sentence beside it. Open, match and contextualize every consequential claim.

A media file is checked against its source, provenance, and a bounded detector signal

A Deepfake Detector Score Is a Lead, Not a Verdict

Preserve the original, verify the exact claim and source, check provenance, and use a detector only when its medium and evaluation conditions fit the file.

A new laptop on a desk beside a router, recovery notes, an external drive, and setup cables

Set Up a New Laptop in the Right Order

A calm first-hour checklist that gets updates, recovery, privacy, and backups right before daily use begins.