"We feel this should not happen. If we start letting off people like this, this would send an incorrect message," Kejriwal said in a press conference today.
The Jayalalithaa government had decided to set convicts free in the assassination case.
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The decision to release all seven convicts in the Rajiv Gandhi assassination case was, however, stayed by the Supreme Court yesterday citing "procedural lapses" by the Tamil Nadu government.
Kejriwal added that his party believes in highlighting issues related to inflation, gas price and rape.
"We want to do politics of inflation, gas price and not politics of religion," he said.