A major reason muscles fatigue during intense short-term exercise is that:
mediumExplanation
High-intensity exercise can increase H+ (lower pH) and alter ion balance, disrupting enzymes and contraction mechanics. Fatigue is multifactorial, but pH/ion changes are key at this level.
Source: entermedschool.org