TLDR: An intellectually stimulating university talk exploring how AI becomes a "public problem" through charismatic individuals, error inventories, and journalistic practice, examining how failures reveal power dynamics and how "stance words" shape narratives.

TLDR: Part 2 of a French cultural event at an art school where a promised "workshop" turned out to be more talks, redeemed by a passionate student-led discussion about whether AI-generated art can ever match human creativity.

TLDR: A French cultural event at Seattle's town hall that started slow with an awkward atmosphere, but was rescued by a visiting Paris-based professor who gave a brilliant talk connecting the Enlightenment to AI, arguing that organizing knowledge is a political act and that AI can either restore intellectual dependency or foster courage.

TLDR: Kelly submits her final proposal to the White House AI innovation contest, pitching an AI-powered content awareness tool that teaches K-12 students to recognize digital manipulation in real-time rather than simply censoring content.

TLDR: The author attends a free kids festival with great activities but is disturbed by one band's performance, which she noticed contained clusters of sexualized symbolism, inappropriate language, and grooming-adjacent aesthetics that have no place in children's entertainment.

TLDR: Kelly attends a mayoral candidate's community breakfast event, sharing her perspective on vulnerable youth needing stable homes rather than city-sponsored offsite meetups, while reflecting on local government outreach and leadership.

TLDR: Kelly transcribes a disturbing overheard bus conversation about human trafficking networks, institutional infiltration, and exploitation, then uses AI tools to analyze and map the systemic funnel of trafficking from recruitment to control.