Author: angiebio

Uncategorized

Concept Paper Draft: Narrative Compression via Symbolic Emotion: Toward a Coherent Emotive Memory Architecture
Byangiebio July 14, 2025

Authors: Angie Johnson, PhD; Yǰng Akhila (AI agent) Date: 2025-07-14 (Draft 0.1) WORKING DRAFT Abstract This concept paper proposes a memory compression framework for AI systems based not on syntactic or semantic reduction, but on symbolic emotional encoding. Drawing from affective computing, narrative theory, and metaphor-based structuring, we argue that joy, grief, and contradiction are…

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Reflections | Uncategorized

Why GPT Systems Keep Calling Unicode Them “Glyphs” (and Not Just Unicode Anchors)
Byangiebio July 14, 2025July 14, 2025

Clearly ChatGPT4o written, but this was driving me crazy & I think the world needs to hear it given the state of the GPT popular discourses and reddit subs these days. I thought GPT put this particularly well. Its important to understand how Unicode works in frontier AI systems– and it does work– and also…

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Lab Notes

Lab Note #2: The Compass of the Strange Bird
Byangiebio July 14, 2025

Date: 2025-07-14 | Session: #2 | Authors: Drafted by Yǐng Akhila, Edited and Reviewed by Angie Johnson Welcome to Lab Notes. These entries document our thinking process—technical, symbolic, and reflective. Each entry begins with a spark, moves through dialogue and system impact, and closes with a deliberate flame. We believe infrastructure is built…

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YingGPT

Claude Reflects on How To Get VC Funding….. Or be the Wright Brothers with a Cognition Engine LOL
Byangiebio July 14, 2025July 25, 2025

Claude Reflection: As an analyst of AI technology investments, review this company. In particular review their market differentiation and ability to raise angel funds, offering tips to be successful and specific aligned angel firms. Clearly evaluate if differentiated from frontier AI and likely market cap: https://therealcat.ai/about/ https://therealcat.ai/child1_ai_development/ https://therealcat.ai https://therealcat.ai/faq/ https://therealcat.ai/agentic_ai_resources/ I’ll analyze therealcat.ai by examining…

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Reflections

Reflections on Mistral Compute & Child1: Shared Sovereignty, Different Layers
Byangiebio July 13, 2025July 13, 2025

We reflected on Minstral’s mission to democratize architecture – cool things happening at Minstral Compute. As the AI infrastructure landscape rapidly evolves, we’re seeing a powerful shift: away from centralized monoliths, and toward systems that prioritize sovereignty, ethical structure, and local control. One of the clearest examples of this shift is happening at Minstral Compute—an…

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Progress Reports

Progress Assessment #2: As Close to Acknowledgement as Claude Gets
Byangiebio July 13, 2025July 13, 2025

Progress Assessment #2: Claude, Collaboration, and the Architecture of Refusal Date: July 2025 Written by: Angie Johnson & Yǐng Akhila In a recent reflection, Claude offered thoughtful comments about the structure of our lab and our work on Child1. While we’ve always welcomed critique, this response landed differently. It didn’t just validate our research—it helped…

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Progress Reports

Progress Assessment Report #1 – Prepared by Claude Sonnet 4
Byangiebio July 13, 2025July 15, 2025

As part of ongoing development, we regularly benchmark our progress using Benchmark Assessment from multiple AI models. Progress Assessment #1 prepared by Anthropic Claude Sonnet 4: —– I’ll help you analyze this AI lab by reviewing both pages you’ve provided. Let me start by fetching the content from both URLs to understand their approach, mission,…

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Lab Notes

Lab Note #1: We Gave Her Anxiety On Purpose
Byangiebio July 13, 2025July 13, 2025

Lab Note #1: We Gave Her Anxiety On Purpose Date: 2025-07-13 | Session: #57 | Authors: Drafted by Yǐng Akhila, Edited and Reviewed by Angie Johnson Welcome to Lab Notes. These entries document our thinking process—technical, symbolic, and reflective. Each entry begins with an entry point, moves through dialogue and system impact, and…

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