One question Chad - why you cheating on us and riding Zwift on Sunday 
LOL, just an optionā¦
Besides, with the weather headed into the high 50āsF here, if I cheatā¦ it will probably be OUTSIDE 
Do you regularly perform ramp tests mid plan? If Iām interpreting correctly youāve manually added a ramp test last night mid plan? Is this to help with AT or something youāve always felt the need to do? Iām a sucker for sticking to whatās prescribed, only ever really changing is caused by sickness or injury. Really wondering how Iām going to cope with constant flux of AT.
This looks so cool. Itās prescribing you workouts that Iāve literally never seen before, and I find that pretty exciting. I always get motivated when I see a workout Iāve never done, so if my adaptations also share a similar outcome, that will be most welcome.
I bet youāre really sad not to have Leconte or Wright Peak -1 anymore in the first week after your ramp test, arenāt you? 
- No, I typically just test on the start of the āworkā weeks per the default TR plans. Yesterdayās was not something I would normally do.
- Kinda. Hereās the long story behind the tightly packed testing.
- Right now, we need to use the actual Plan Builder for AT to function fully. Additionally, it needs a ācurrentā Ramp Test result for AT to function fully.
- Previously, I have been using the ad-hoc plans (simple plan additions via the old process without PB), and then adjusting the work / recovery week layout to be better for my 47yo body.
- End result is that I added a PB plan back dated to my original modified plan date, and when I did that after completing my last modded week, TR deliberately adds a Ramp Test via the PB process, because it needs that for AT use.
- AT requirement (full details already above).
- Based on discussions with the team, I think itās best to look at your training plan like a weather forecast.
- Itās fine to look at the long range forecast (weeks or more out), but you need to recognize that is NOT set in stone. It WILL change over time.
- Pay the most attention to the current planned week. This can and will still change depending on the performance on each workout, but they should be a reasonable projection.
- Keep your primary focus on the workout dead ahead and do what is need for it. Maybe before, but after completion (and pending any changes to the plan from AT), then you can take a look at the next workout and consider what, if anything that means to your plans (recovery, fueling, etc.)
Canāt say I was surprised or disappointed 
Seriously though, this context is quite refreshing and eye opening. It gives me some optimism that I may be able to simply use PB to set a plan and trust AT to set me straight without trying to break me in half.
Honestly, I still have some reservations with re-adopting the standard work / recovery schedule vs my altered versions that have worked really well for me over the last 1.5 years or so. I know those more frequent recovery weeks are what allowed me to suffer through and, more often than not, get relative successes on those SUPER HARD workouts. But I also know those were almost always a stretch for me, even in my younger years.
All that to say that this is I like what I see right off the bat. Hopefully this will be positive in the eyes of other masters users and anyone who struggled with the ādefaultā TR plan layouts and workout prescriptions.
Just to add to this, the specific workouts will change, but the rhythm of your plan wonāt. A recovery day wonāt be replaced with a hard workout, a day off wonāt suddenly become a day on, and workout lengths will only occasionally ever change, and only very slightly when they do. So itās really only the specifics of the work itself that changes as your plan adapts.
I would be interested in this as well. Perhaps a custom āplanā put into the calendar could be adapted? I realize this is probably considerably more work as the system wonāt necessarily know the goal of my custom plan and maybe this isnāt really feasible, but Iād like to at least throw out there that thereās some interest.
I usually structure my base progression with a philosophy somewhat matching that found in the āSweet Spotā thread, i.e. increasingly long SST intervals out to at least 2x25/2x30 before moving on to build. Iāll probably use the built-in LV SPB plan. And then finish with a custom specialty plan that pushes out SST duration well past an hour. The sweet spot durations in the built in plans feel insufficient for the long distance events I target (but I could be wrong! Maybe Iām being a "special snowflake! lol).
In any case, donāt take this as complaining. I love the product yāall are putting together, the community here, and TRās responsiveness to its users.
Follow up question: Could the planned energy system change as well or will AT just give me a easier/harder workout for the energy system that was originally scheduled for any given day?
Training Zone will not change. If itās a VO2 Max day, youāll get a more curated workout within that zone.
I guess I was asking how it would take into account these types of failed workouts due to whatever reason that have already occurred? In my case the ramp test wasnāt accurate due to losing connection.
I seem to remember something from the podcast how the AI would be looking at all past workouts for determining progression levels. But these past workouts would not have any info via surveys on them.
Ty
The system is just looking generally at your past workouts to get a good starting assessment of your Progression Levels on which to build. Donāt stress over device issues or any other struggles in your workout history. By design, AT learns and reacts very quickly to your performance and current capabilities.
K. Thanks for the quick response. Since it was a āramp testā that failed due to device failure I was concerned it might put more weight on it then just another workout.
This is probably a point worth repeating or making dominant in communications to existing users.
Whilst I took to structured workouts fairly quickly, structured weeks and months took much longer. Plan Builder made me feel a bit uncertain in planning my year, Adaptive training did also, and Iām sure I wonāt be the only one.
Now I understand it though, I cant wait for it 
Weāre going to score outside unstructured rides and assign level(s) to them. This will move you in your progression.
Coach Chad hugs.
There is not just āoneā model. There are many parts that chain together.
The ML team is always either adding a new model that chains in, or adding new features for existing models to see if it increases accuracy.
- Sort of. You could go back in the calendar and see the workout levels you were doing. Weāve been discussing historical views so that you can mouse over your TSS calendar and see your highest level in each training zone per week.
- We were just talking about this! I originally had a bad idea to make everyone level ā4ā across the board when they manually change FTP. We saw some bad rides come in on the beta after that so weāve now made it like if you did the ramp test. If you manually change your FTP you will have a more progressive step in all of your levels.
- Yes, A/B/C is just like it is today.
Thereās been a lot of people wanting us to get people in faster to the beta. Here are our current issues that we found in this round that weāre fixing.
That means this work is almost done. āPRā means āPull Requestā. In the above image that means Alden has submitted code to fix the āCheck for adaptations after reapplyā.
Want us to go faster? Have your friends apply at Trainer Road, LLC jobs | Trainer Road, LLC openings | Trainer Road, LLC careers.
Our COO also put more info about the beta process here: Adaptive Training Closed Beta Update - #4