That site's 'first conjugation' is trying to claim something that was never true except for a tiny majority of speakers of southern British English. Because of my advanced age and very formal schooling many years ago, I, a native speaker of BrE, would use 'shall' in that sentence, but I would guess that more than 95% of my compatriots would use 'will'.
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