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Say i had 50K in short term gains and 50K in long term losses, my total stock gain/taxable loss is zero, correct?

yes.

if net capital losses exceed $3,000 ($1500 if married filing separately) only $3,000/$1500 can be used to offset other income such as salaries, interest, etc. the excess carries over to the next year.