Recipients of gifts are not charged tax on those gifts. The donors, if the amount exceeds a threshold limit (around $20,000 per person give-or-take), are taxed on anything that exceeds that threshold.
It depends. On people who have walked away from their mortgages and people who have had their loans forgiven often are charged taxes on these amounts.