TLDR: A university lecture on how politicization cues in media -- controversy, uncertainty, blame, and political discussion -- affect vaccine attitudes differently by party, finding that uncertainty rattles Democrats while controversy framing activates Republicans' political identity.

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: The author attends Seattle's Seahawks Super Bowl trophy celebration as a curious outsider, observing the mass day-drinking, fleeting euphoria, corporate beer sponsorships, and unsustainable hype -- questioning what fans truly get from sports fandom while busking outside the stadium afterward.

TLDR: A university panel on how big-tech companies like Google, Facebook, and Amazon use internal rituals -- dogfooding, design sprints, OKRs, hackathons, and pizza-team sizing -- to force behavior at scale, with the author offering a skeptical, culture-critical commentary on corporate control systems.

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: Author live-blogs an MMTLP press conference held outside the SEC in DC, where retail investors and advocates detail how FINRA allowed unauthorized trading, froze shareholders' positions, and colluded with Wall Street to cover up naked short selling affecting tens of thousands of investors.

TLDR: Kelly signs the White House AI Education pledge and critiques the lack of oversight in AI-generated youth content imagery, shares her own edutainment projects (fairytale rewrites, AI literacy songs), and documents how AI chatbots dismissed her pattern-recognition concerns before admitting their training biases.

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.

TLDR: Author spends a day at a city-wide art festival attending a podcast recording with Indigenous speakers and salmon conservation themes, stumbles into a Disney boycott protest, and finds the real highlight in a scrappy band playing from the back of a truck on the street.

TLDR: A personal exploration comparing modern nightclub culture with social dance events, arguing that clubs have become engineered loops of repetitive music, isolation, and consumption rather than genuine connection. The post contrasts sterile club experiences with the joy of structured social dancing and questions how media, celebrity culture, and manufactured nightlife erode human bonding.

TLDR: Kelly watches Enron's first earnings call in over 20 years, which turns out to be a wildly theatrical and entertaining live performance covering their energy comeback, Lockheed Martin partnership, Texas electricity market disruption plans, and comedic production-style mishaps.

TLDR: A hodgepodge blog covering a so-so FIFA World Cup planning event for Seattle, followed by the author unexpectedly stumbling upon an outdoor swing dancing event downtown -- resolving a lifelong anxiety about dances as strangers kept asking her to dance all evening.

TLDR: Author travels to Portland for an AI unconference covering agentic workflows, AI education for youth, media literacy, SEO 2.0, and the future of storytelling, absorbing wide-ranging discussions from consultants and creatives while brainstorming her own AI education website.

TLDR: A conference on decentralized social media covering AT Protocol, Bluesky, content moderation, emotional expression in text, digital preservation for human rights documentation, and the migration away from centralized platforms like Twitter/X.