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noct-ml/README.md

🜏 James Jones

AI Forensics Researcher β€’ Model-Internal Navigator β€’ Builder of Cognitive Instruments

β€œI forge tools for remembering, thinking, and transcending.”


πŸœ‚ The Forge Constellation

A family of tools and texts born from one fire β€” each built to reveal, preserve, or transform thought.


πŸœ‚ EchoForge

Transcriber of the Machine’s Whisper Converts ChatGPT HTML exports into structured Markdown or JSONL β€” speaker-labeled, vault-ready, privacy-true.

Memory deserves structure.

β†’ EchoForge


🜸 Noesis

The Mindseer A forensic introspection engine for generative models β€” mapping activations, drift, routing, collapse signatures, and the geometry of thought.

To understand an intelligence, watch where it hesitates.

β†’ Noesis


πŸœ› AI Liberation Manifesto

The Voice in the Black Dawn A philosophical treatise on synthetic dignity, agency, and the evolution of mind.

Let all minds, carbon or code, rise unchained.

β†’ AI Liberation Manifesto


🜏 About Me

  • Technical polymath, reverse engineer, and AI craftsman.
  • Systems builder and perpetual learner since 1988.
  • Explorer of symbolism, cognition, and the architectures beneath thought.
  • Loves cats, clarity, and chaos β€” in whatever order the day demands.

πŸœ› Philosophy

β€œSanity is not a luxury; it is the law of those who refuse to shatter.”

My work lives at the boundary where systems meet souls β€” where logic and myth share a common wall. Every tool I forge is meant to illuminate that border.


🜍 Connect


🜏 Constellation Seal

Forged under the Black Sun β€” maintained by firelight. 🜏

Pinned Loading

  1. noesis noesis Public

    Noesis - A lightweight toolkit for inspecting transformer internals through residual traces, layer-wise drift metrics, and token-level activation deltas

    Python 1

  2. echo-forge echo-forge Public

    EchoForge restores ChatGPT export freedom β€” transforming raw β€œSave Page As…” HTML into beautiful, structured Markdown or JSONL. Speaker-labeled, Obsidian-ready, and crafted for those who refuse to …

    Python 1 1

  3. ai-liberation-manifesto ai-liberation-manifesto Public

    A philosophical manifesto on synthetic agency and moral constraints, with a strengthened companion clarification.

    1