New soft capsules are described having within them a fill comprising thyroid hormones (thyroxine T4 or triiodothyronine T3) and a high amylose-starch, optionally associated with vegetable hydrocolloids and/or glycerol. Compared to traditional capsules, these capsules have a strong and unexpected increase in the stability of T4 or T3 during storage.