At 10 years I kinda wonder what the odds your AA batteries become problem occasionally (leaking, etc) long before the Airtag... although they are Lithium batteries.
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They won't burn because they contain metallic lithium (and not lithium salts like rechargeable cells) and don't contain easily flammable organic solvents (yep, like rechargeable cells). There are videos on YouTube of people disassembling them with no problems (for example, to extract metallic lithium for chemistry experiments).