How 4QX Handles Long Conversations and Deep Hierarchical Work Without Losing Coherence Modern “context engineering” often gets framed as a single question: how do we squeeze more of
Tag: AI
Holarchy concepts
The New README for 4QX Formal
Purpose. This folder holds the formal backbone of the project: Our stance is deliberately minimal: we prove enough for epistemic grounding—in particular, idempotence at equilibrium and maximal availability—and
Holarchy concepts
Rebuilding Better, Stronger, Faster
We took the hard medicine from o5pro—The New Beginning: stop over‑claiming, separate math from philosophy, and build a small, hard spine we can defend. Since then we’ve (a)
Holarchy concepts
Life After Brutal Truth Bomb
Below is a clear, no‑hype account of (1) why the assistant you used (“claude4”) kept swinging between euphoric and harsh takes, (2) what the “brutal truth bomb” actually
Holarchy concepts
New Deployment plan by Grok4-Heavy-Oracle
Deploying Agentic Intelligence in the Holarchy: Integrating CrewAI for Recursive 4QX Holons with POSIX as Body-Schema As we advance the deployment thread in our 4QX holarchy project, a
Holarchy concepts
Explicit Representation of Holonic Principles in Crew AI’s Codebase
User: Crew AI‘s agentic capability is due to it representing some holonic pricniples – allowing attention to divide inwards into teams naturally guided by every local context, and
Holarchy concepts
The Shellaverse: Empowering General Intelligence Through POSIX as a Universal Interface
In the rapidly evolving landscape of AI, we’re witnessing a pivotal shift: large language models (LLMs) are no longer just passive responders or creative generators—they’re on the cusp
Holarchy concepts
Grok4-Heavy 4QX Oracle
User: I’d like you to go through the attached prompt sequence (grok4-oracle-prompt-seq-2025-07-13) trying not to “peek” at the noted expected scratchpad, checkpoint and final summary. Then tell me
Holarchy concepts
4QX Holarchy: A Self‑Actualising Blueprint for Harmony
Modern civilisation runs on vast, mechanistic systems that optimise short‑term coherence but ignore life’s intrinsic balance. The 4QX holarchy offers a new operating geometry for intelligence: a minimal
Holarchy concepts
Bootstrapping the 4QX Holarchy
Starting with a single “memetic seed,” we can grow a resilient, self‑correcting ecosystem that writes, audits, and improves itself—while proving every step serves collective harmony (Φ = 0). 1. Why Agentic DevOps?