AISP (AI Symbolic Programming) v5.1 AI first, spec driven development. A proof-carrying protocol LLMs understand natively without instructions or training. Reduces AI decision points from 40-65% to <2%. Made for AI and agents. Works directly with Claude, OpenAI, Gemini, Cursor, Claude Code. The assembly language for AI cognition.

🤖 Simplify AI communication with AISP 5.1, a precise protocol that reduces ambiguity for AI agents, ensuring clear and consistent instructions.

Conversion utility for going between english prose and AISP (https://github.com/bar181/aisp-open-core)

Hey Bradley - Open Core Version. Harvard University capstone backed by AISP (ai symbolic protocol) for deterministic AI