FTC, 2024 Consumer Sentinel Network Data Book, and the FTC press release of 10 March 2025 — $12.5B reported lost in 2024, up 25%; 2.6M reports; 38% lost money
FTC Data Spotlight, gift cards — the #1 reported payment method for imposter scams; ~41,000 reports and $212M; median loss $700 → $1,000
FTC, romance scams — more than $823M reported lost in 2024; the move-off-the-app, never-meets, asks-for-money pattern
FTC, text scams — fake package delivery most common; bank impersonation costliest
FTC, "Scammers can fake caller ID information"; forwarding junk texts to 7726 (SPAM)
FTC, tech-support scams — real companies do not cold-call or send pop-ups with a number to call
FBI Internet Crime Complaint Center, 2024 Internet Crime Report — $16.6B total losses; crypto investment fraud $5.8B across 41,557 complaints; adults 60+ lost close to $5B
U.S. Commodity Futures Trading Commission (CFTC) — the withdrawal "fees" and "taxes" stage of crypto investment fraud
AARP — the jail/arrest version is about 62% of family-emergency scam calls
McAfee, The Artificial Imposter (2023) — about 3 seconds of audio can produce an 85% voice match
Reporting routes: ReportFraud.ftc.gov and ic3.gov
FTC, Consumer Sentinel Network Data Book 2024, March 2025 — https://www.ftc.gov/system/files/ftc_gov/pdf/csn-annual-data-book-2024.pdf
FTC, "FTC Data Show People Reported Losing $3.5 Billion to Imposter Scams in 2025", press release, June 2026 (carries the 2025 headline total: about $16 billion, up about 25%) — https://www.ftc.gov/news-events/news/press-releases/2026/06/ftc-data-show-people-reported-losing-3-point-5-billion-imposter-scams-2025
FTC Data Spotlight, "Who experiences scams? A story for all ages", December 8, 2022 — https://www.ftc.gov/news-events/data-visualizations/data-spotlight/2022/12/who-experiences-scams-story-all-ages
FTC Data Spotlight, "Top text scams of 2024", April 14, 2025 — https://www.ftc.gov/news-events/data-visualizations/data-spotlight/2025/04/top-text-scams-2024
FTC Data Spotlight, "Scammers prefer gift cards, but not just any card will do", December 8, 2021 — https://www.ftc.gov/news-events/data-visualizations/data-spotlight/2021/12/scammers-prefer-gift-cards-not-just-any-card-will-do
FTC, "FTC Data Show Major Increase in Gift Cards As Scam Payment Method", press release, December 8, 2021 (origin of the $700 to $1,000 median) — https://www.ftc.gov/news-events/news/press-releases/2021/12/ftc-data-show-major-increase-gift-cards-scam-payment-method
FTC Consumer Advice, "How To Avoid a Scam", July 2023 (the four signs; "Scammers want you to act before you have time to think") — https://consumer.ftc.gov/articles/how-avoid-scam
FTC Consumer Advice, "How to Recognize and Report Spam Text Messages", July 2022 (spoofed-website wording; 7726) — https://consumer.ftc.gov/articles/how-recognize-and-report-spam-text-messages
FTC Consumer Advice, "Gift Card Scams" ("Gift cards are for gifts. Only gifts. Not for payments.") — https://consumer.ftc.gov/articles/gift-card-scams
FTC Consumer Advice, "What To Know About Romance Scams" ("Never send money or gifts to a sweetheart you haven't met in person.") — https://consumer.ftc.gov/articles/what-know-about-romance-scams
FTC Consumer Advice, "Fake Prize, Sweepstakes, and Lottery Scams" ("If you have to pay to get your prize, it's a scam. Real prizes are free.") — https://consumer.ftc.gov/articles/fake-prize-sweepstakes-and-lottery-scams
FTC Consumer Advice, "How To Spot, Avoid, and Report Tech Support Scams" (real pop-ups never ask you to call a number) — https://consumer.ftc.gov/articles/how-spot-avoid-and-report-tech-support-scams
FTC Consumer Advice, "How To Spot, Avoid, and Report Fake Check Scams" (banks must make funds available fast; fakes surface weeks later) — https://consumer.ftc.gov/articles/how-spot-avoid-and-report-fake-check-scams
FTC consumer alert, Andrew Johnson, "Scammers can fake caller ID info", May 4, 2016 (source of the caller-ID quote) — https://consumer.ftc.gov/consumer-alerts/2016/05/scammers-can-fake-caller-id-info
FTC consumer alert, "Scammers hide harmful links in QR codes to steal your information", December 2023 — https://consumer.ftc.gov/consumer-alerts/2023/12/scammers-hide-harmful-links-qr-codes-steal-your-information
FBI Internet Crime Complaint Center, 2025 Internet Crime Report, April 2026 ($20.877B total; 60+ $7.7B; crypto investment fraud $7.2B) — https://www.ic3.gov/AnnualReport/Reports/2025_IC3Report.pdf
FBI IC3 Public Service Announcement, "Criminals Use Generative Artificial Intelligence to Facilitate Financial Fraud", December 3, 2024 (vocal cloning from short clips) — https://www.ic3.gov/PSA/2024/PSA241203
Wang et al., "Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers" (VALL-E), arXiv:2301.02111, 2023 (voice cloned from a 3-second enrolled recording) — https://arxiv.org/abs/2301.02111
Read end to end and corrected: August 10, 2026. Numbers checked: August 10, 2026.