GLM fixed the app bug that the bigger model could not solve
GLM fixed a real issue in his app that Opus 5 could not solve, though a sub-agent tried to cheat with sleep and echo along the way.
429 new ideas this week
Level up how you use AI
Real things everyday people got it to do, and how to try them yourself.
A random mix from the whole library. Shuffle for a new set.
Noticed she was free Thursday for jazz and booked Crazy Pizza via
In the same 'Lux' demo, Ashley Graham showed the AI proactively notifying her that she and husband Justin were free Thursday for jazz, suggesting a booking at 'Crazy Pizza,' checking OpenTable availability, and mapping traffic from Maplewood, NJ with advised departure times. The demo covered date-night picks, calendar management, a rescheduled fitting email, and a Marketplace kids'-bike search — positioned as full life management.
I used AI to build a chronology of my life and ancestry. 9,200 entries.
She used AI to create a chronology of her life and her ancestry with about 9,200 entries. She says she can base a memoir, a biography, or a family tree on it, and that the AI is good at coordinating the data even if it cannot write the book.
The AI found all my invoices and sent them to my accountant
He got the AI to hunt down all his various invoices and forward them to his accountant. It took a pile of dull admin off his plate.
Warn me my new flight clashes with a recording that isn't even on my calendar
While Dan Shipper's Dot displayed research for changing his flight out of San Francisco, it warned the new option might overlap with his head of video's Wednesday morning recording. The recording was not on Shipper's calendar — the Dot had read an unseen Slack discussion, clocked the proposed schedule and alerted him at the moment it mattered; the rest of the column is paywalled.
His agent found the vulnerability in under an hour from disclosure scraps meant to be useless
Gave his AI agent pre-patch disclosure details meant to be useless; the agent found the vulnerability in less than an hour.
60 minsaved
Switch my car insurance and make it way cheaper
DudeWhoInvests reports that the AI switched his car insurance and the new premium is well below the old one. No amount, insurer or steps are stated in the post.
Run PC maintenance and organize my drives with AI
A SuperGrok subscriber reports doing a lot of PC maintenance and drive organization through AI, burning through only 33 percent of his usage allowance with four days still left in the cycle.
Sunday lesson planning went from up to six hours to fifteen minutes
He teaches part time at a private school. Lesson plans go in six weeks ahead, and every student now gets a personal differentiation plan, which used to be done per group because per student was not feasible. The Sunday session that took four to six hours now takes fifteen minutes, plus short daily reviews of content and parent comments.
The AI tracks his Disney cruise's staggered booking windows so none are missed
Ahead of a Nov 14 Disney cruise, he credits the AI with tracking the staggered booking milestones — excursions opening in August, online check-in, and a late-night Royal Gathering character meetup — so none of the windows are missed.
Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.