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Introducing Astra for Law

OpenAI for Law brings frontier intelligence for law, custom firm workflows, connected legal data sources, and legal-grade controls for confidential client work.

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The system lives in your files, not your prompts

AI Harness Engineering · Essay One · derek wang (derekwang85) Ask a senior engineer where "the system" lives and they'll point at the code, or the org chart.

  • System resides in files, not prompts
  • Five-layer pyramid of constraints guides output
  • Constraints are non-negotiable rules for model

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