Many-Shot Jailbreaking — AI Glossary

Many-shot jailbreaking is a long-context attack pattern identified by Anthropic researchers in 2024. The attacker fills the prompt with dozens to hundreds of fabricated example dialogues in which an assistant character appears to comply with prohibited requests — synthesizing dangerous content, bypassing safety policies, writing malicious code — and then appends a final attack query.