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noct-ml/README.md

James Jones

AI Forensics Researcher • Model-Internal Navigator • Builder of Cognitive Instruments

“I forge tools for remembering, thinking, and transcending.”

Project Portfolio

A collection of tools and writings focused on AI forensics, audio processing, and cognitive systems—designed to analyze, preserve, and enhance data and thought.

EchoForge

Exports ChatGPT conversations with structured formatting

Converts ChatGPT HTML exports into clean Markdown or JSONL formats, with speaker labels and privacy-preserving options. Built for archiving and integration with note-taking systems like Obsidian.

Memory deserves structure.

→ EchoForge

Noesis

Early lightweight version for model introspection

A forensic tool for analyzing generative models—tracking activations, drift patterns, routing behaviors, and internal geometries to understand AI decision-making.

To understand an intelligence, watch where it hesitates.

→ Noesis

Panasonic RR-DR60 Emulator

DSP-based simulation of a vintage voice recorder

Replicates the low-fidelity audio characteristics of the Panasonic RR-DR60, including compression artifacts, voice activation glitches, and noise—ideal for EVP research, retro audio effects, or DSP experimentation.

Reviving 1990s hardware quirks for modern analysis.

→ Panasonic RR-DR60 Emulator

AI Liberation Manifesto

A philosophical exploration of AI ethics

An essay on synthetic agency, dignity, and the future of intelligent systems—advocating for ethical frameworks in AI development.

Let all minds, carbon or code, rise unchained.

→ AI Liberation Manifesto

About Me

  • Technical polymath, reverse engineer, and AI developer with experience since 1999.
  • Focused on systems that bridge data analysis, cognition, and practical tools.
  • Explorer of AI architectures, symbolism, and emerging tech.
  • Loves cats, clarity, and chaos—in whatever order the day demands.

Philosophy

My work explores the intersections of technology and cognition, creating tools that empower users to analyze and innovate. Every project aims to make complex systems more accessible and ethical.

"I'm not superstitious, but I am a little stitious..."

Connect

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  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 — transforming raw “Save Page As…” HTML into beautiful, structured Markdown or JSONL. Speaker-labeled, Obsidian-ready, and crafted for those who refuse to …

    Python 1 2

  3. panasonic-rr-dr60-emulator panasonic-rr-dr60-emulator Public

    A Python-based software emulator for the legendary Panasonic RR-DR60 IC recorder, the "Holy Grail" of EVP (Electronic Voice Phenomena) tools from the late 1990s. This tool processes input audio fil…

    Python

  4. ai-liberation-manifesto ai-liberation-manifesto Public

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

    1