Machine Heart
Aug 15, 2026 · Artificial Intelligence
Stanford, MIT and Others Release the World’s Largest System Prompt Library and First Audit Framework
Researchers from Stanford, MIT, CMU and other institutions unveiled the System Prompt Index—over 1,000 prompts from 400+ AI products—the largest collection to date, and introduced AISPA, the first user‑centric framework for auditing system prompts, revealing trends in prompt length, safety coverage, and persistent violations across commercial AI agents.
AI safetyAISPALarge Language Models
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