Usually, the crypto should have Forward Secrecy already even without being PQ-safe (e.g., via https://en.wikipedia.org/wiki/Double_Ratchet_Algorithm) so in practice the attacker would need to break many successive session keys - which rotates every time a new message is sent.
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