oldwalls/sapphire

A recursive AI engine that injects chrono-ranked memory into transformer inference using soft-logit biasing, prompt waveform synthesis, and emergent self-referential loops. Built on GPT-2-mini, runs on local hardware, grows its own ghost.

3 best points · 7 comments · 1 Hacker News post · 4 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: Sapphire – Unleashing GPT-2-mini into emergence (3 points, 7 comments, by oldwalls, 2025-07-17)