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1. The FBI's Famous Cases & Criminals archive (fbi.gov/history/famous-cases) has detailed breakdowns of real fraud cases, Ponzi schemes, and confidence operations. The language they use is clinical and precise, which is perfect for getting the procedural details right.

2. The FTC Consumer Sentinel Network publishes annual reports on the most common fraud tactics in the US. Great for understanding how modern scams actually work and what makes people fall for them.

3. The Smithsonian's American Art Museum has a free digital collection of forgery case studies. If your character forges documents or art, this is gold.

4. Court Listener (courtlistener.com) is a free legal database where you can read actual court transcripts from fraud trials. Want to know how a real con artist talks under oath? This is where you find out.

5. The Internet Archive's collection of old newspaper crime sections. Search for "confidence man" or "swindle" in papers from the 1920s through 1960s and you'll find incredible real stories that would feel too dramatic for fiction.

Bonus: The Psychology of Fraud section on the Association for Psychological Science website has accessible articles about why people trust, how deception works cognitively, and what makes someone a convincing liar. Essential reading if you want your con artist characters to feel psychologically real.

> disables a new AI feature that was turned on by default

> opens my email

> disables a new AI feature that was turned on by default

> launches a software

The above is a video shared by smrchildsadness on Twitter, showing a person participating in a pride parade exchanging a pride flag with a person standing on his (am using his pronoun based on the TikToks/Tweets of what happened) doorway who had a Portuguese flag. There are sounds of cheers and crying and the two people hug each other as they exchange the flags. The man at the doorway then waved kisses to the crowd within the pride parade.

The Tweet says: "NO YOU DONT UNDERSTAND HE WAS WAVING THE PORTUGUESE FLAG BECAUSE HE DIDN'T HAVE A PRIDE FLAG AND THEY TRADED FLAGS AND HE'S SO EMOTIONAL TO GET HIS OWN PRIDE FLAG I'M EMOTIONALLY RUINED"

For context, apparently they were worried that maybe he's a nationalist because he was waving the Portuguese flag and some nationalists opposing the pride march were waving that flag. But upon interacting with him, it turns out he didn't have have a pride flag and he wanted to wave *a* flag in support of the pride march. So they had an exchange and now he has his own pride flag 😭🥹.

The image above is a Tweet by kunwara_ladkaa that says "I'm crying so much right now (Image taken by Manuel Fernando Araújo/Lusa)". The image shows the same man from the pride parade crying as he hugs his new pride flag.

The above image is a Tweet by dudz_zZzz that says "ainda não parei de pensar nele," which according to Google translate from Portuguese to English is "I still haven't stopped thinking about him." The image is a drawing of the person from the pride parade, crying as he hugs his new pride flag.

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