Irregular verbs in Kannada grammar, known as ‘anithishta kriya pada’, have unique changes in their verb forms with tenses. They do not adhere to the regular verb form changes. They follow no specific pattern and are necessary to learn by heart, as using them correctly is crucial for proper grammar.