▲ 2 r/sportspsychology+3 crossposts

The research case for mental training in running — and why generic programs don't work (your gait tells you what to actually train)

Most of us know mental training matters in running. What's less

discussed is that generic mental training — visualization of

finish lines, breathing exercises, positive self-talk — probably

isn't addressing the right thing for your specific situation.

A 2024 study from the Hungarian University of Sports Science

(Frontiers in Sports and Active Living) looked at mental preparation

in competitive distance runners and found significant differences in

what mental skills actually translated to performance across different

race conditions.

Separately, brain endurance training (BET) research shows that

mental fatigue manifests physically — and that it does so differently

depending on your specific technical weaknesses. A gait study on

marathon runners (Sports Medicine Open, 2025) tracked 23 runners

with IMUs through a full marathon and found that fatigue-induced

form breakdowns were highly individual — increased contact time,

lateral foot deviation, pelvic instability — happening at different

points and in different patterns per runner.

Which means: the right mental training for you depends on where

and how your form breaks down under fatigue. That's not something

a generic program can address.

Wrote a longer breakdown of the research here if anyone's

interested in going deeper:

https://blog.masteryhub.se/en/mental-training-for-runners

Happy to discuss the BET literature specifically — there's

interesting debate about transfer effects to real running conditions.

reddit.com
u/Last_Accountant_3552 — 9 days ago
▲ 0 r/ski

The neuroscience behind why elite alpine racers make better decisions on course — and how to train it

Most off-season training plans focus on legs, VO2max, and plyometrics.

Almost none of them address working memory — which research suggests

is one of the key differentiators between club-level and elite alpine

racers.

Elite racers process course information in a fundamentally different

way. They're not just reacting faster — they're anticipating earlier,

because their brains have learned to store and retrieve gate sequences

more efficiently under pressure.

The good news: this is trainable. The bad news: most training plans

ignore it completely.

We wrote a breakdown of the cognitive neuroscience behind alpine

racing decisions and what the research actually says about mental

rehearsal, dual-task training, and working memory load.

Full article: https://blog.masteryhub.se/en/hjarnan-som-avgor

Happy to discuss the research in comments — there's a lot of

interesting debate around the dual-task studies specifically.

reddit.com
u/Last_Accountant_3552 — 14 days ago

Masteryhub.se

I wanted to share a piece of feedback we recently received from a parent whose young racer tested Alpine Mastery:

>

We’ve just released a major update to the analysis engine, and the improvements are pretty significant:

Multi‑layer RAG for deeper context and more accurate technique detection
Much better tracking of individual progression over time
AI‑generated, personalized dryland programs based on the skier’s needs
Sharper feedback on balance, hand position, edging, pressure control, etc.

If you want to see the update in action, here’s the Instagram post:
👉 https://www.instagram.com/reel/DYvEJrmxkyn/?utm_source=ig_web_button_share_sheet&igsh=MzRlODBiNWFlZA==

Happy to answer questions if anyone’s curious about how it works or wants to try it.

reddit.com
u/Last_Accountant_3552 — 1 month ago
▲ 0 r/pumpfoil+1 crossposts

Foil Mastery’s AI Just Got Smarter – And More Affordable

We’ve been hard at work refining Foil Mastery’s AI engine, and the results are in: it’s now even more precise. Inspired by the updates to Alpine Mastery’s AI—which has received feedback from riders saying it catches details even world-leading coaches would spot—we’re rolling out the next version for Foil Mastery. This means better analysis, sharper insights, and a tool that adapts faster to your unique style.

Here’s the kicker: We’ve dropped the price to just $15/month. Why? Because the more riders use the AI, the smarter it gets. We’ve built in human-in-the-loop learning, so every session you log helps improve the system for everyone.

Whether you’re carving waves or dialing in your pump technique, Foil Mastery now gives you pro-level feedback at a fraction of the cost. Try it out and see how AI can take your foiling to the next level.

Question for the community: What’s the one thing you wish an AI coach could tell you about your foiling? Let’s make it happen. Masteryhub.se

https://www.instagram.com/reel/DYkiGbLtepN/?utm_source=ig_web_button_share_sheet&igsh=MzRlODBiNWFlZA==

u/Last_Accountant_3552 — 2 months ago
▲ 0 r/pumpfoil+1 crossposts

I'm building Foil Mastery — a tool that uses AI to analyze foil sessions and give riders specific technical feedback, not just generic data.

We just shipped a major update to the AI engine. Jan, an experienced foiler, put it to the test — and his results surprised even us.

"I was stuck at 60 seconds for over a year. After focusing on the things the AI told me, I went from 1 minute to 2 minutes — and today I hit a new personal record: 2:15. It's really paying off."

If you're curious what it would flag in your own riding, you can upload a clip and get a free analysis here: https://foil.masteryhub.se/free-ai-analysis

Happy to answer any questions about how it works.

u/Last_Accountant_3552 — 2 months ago

Hi,

I'm building Foil Mastery — a tool that uses AI to analyze foil sessions and give riders specific technical feedback, not just generic data.

We just shipped a major update to the AI engine. Jan, an experienced foiler, put it to the test — and his results surprised even us.

"I was stuck at 60 seconds for over a year. After focusing on the things the AI told me, I went from 1 minute to 2 minutes — and today I hit a new personal record: 2:15. It's really paying off."

If you're curious what it would flag in your own riding, you can upload a clip and get a free analysis here: https://foil.masteryhub.se/free-ai-analysis

Happy to answer any questions about how it works.

reddit.com
u/Last_Accountant_3552 — 2 months ago
▲ 3 r/sportspsychology+2 crossposts

We just upgraded the AI analysis engine in Alpine Mastery — here's what changed

Been working on making the technique feedback more accurate and useful. Main updates:

  • Discipline-specific scoring — separate calibration for SL, GS, SG, DH, freeride and moguls. No more generic scores.
  • Timestamp citations — every biomechanical observation now references the exact moment in your video ("at turn 3, approximately 0:14..."). No more vague claims.
  • Smarter history — the AI now retrieves your most relevant past analyses semantically, not just the 10 most recent. Better progression tracking.
  • Hybrid scoring — scores are now validated by a rule-based layer on top of the AI to catch outliers and inconsistencies.
  • Skill auto-classification — the AI classifies your actual level before analysis, not just what you self-report.

First analysis is still free. Happy to answer questions.

https://alpine.masteryhub.se

u/Last_Accountant_3552 — 23 days ago