wiktionary
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regard + -less
etymonline
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regardless (adj.)
1590s, "indifferent, not heeding or looking," from regard (n.) + -less. As elliptical for "regardless of consequences, expenses, etc.," from 1872. Regardful is attested from 1580s. Related: Regardlessly; regardlessness.