Hi All! I have been thinking about posting this for a while now, and finally have the time/confidence to get it out there! I ran the Big Horn 52 miler back in June and to help prep for the race I used AI, of course. I was able to pull in the GPX file (the files the models can read is wild), aid station details, schedules, basically the entire website (some of it I pulled down, otherwise a URL seemed to work fine) and then my historical Strava events. With all that info I came up with a fuel plan for drop bags, and then even got a prediction of my time for the race and it ended up being a scary close to what actually happened on race day! So, that got me thinking about more pre-built package for a specific race, not generic AI coaching, but something built around that race: the course, the terrain, the aid stations, an agent-guided training plan (if you had someone who did the race before, ask them questions and then include that brain dump with the flies) tailored to that race, aimed at people running it for the first time. Curious what this group thinks: - Would something like this actually be useful to you, or is finish-time prediction just a fun gimmick? - If it existed for a race you're training for right now, would you want it? - What race are you training for? Maybe there are others in the community (or outside the community) who would benefit from a plan like this. - What would make it feel like a "must have" vs. "neat but skippable"? Im interested to hear what others are doing in the space and if you have done something similar or had the thought, Im happy to share notes! LV