John Deacon Cognitive Systems. Structured Insight. Aligned Futures.

AuthorJohn Deacon

An independent AI researcher and systems practitioner focused on semantic models of cognition and strategic logic. He developed the Core Alignment Model (CAM) and XEMATIX, a cognitive software framework designed to translate strategic reasoning into executable logic and structure. His work explores the intersection of language, design, and decision systems to support scalable alignment between human intent and digital execution. Read more at bio.johndeacon.co.za or join the email list in the menu to receive one exclusive article each week.

Markdown Converter – Effortlessly Transform AI Outputs into Formatted Text

If you’ve ever worked with AI writing assistants like ChatGPT, Grok, or similar platforms, you know the routine: you ask a question or prompt, and the response often comes in a neat Markdown format. Markdown is great for structuring content, but it’s not ideal when you need fully formatted text or HTML ready for direct use in presentations, websites, or documents. Instead of seamlessly copying...

The ChatGPT Paradox: Impressive Yet Incomplete – YouTube

“Prof. Thomas G. Dietterich discusses the current state of large language models like ChatGPT. He explains their capabilities and limitations, emphasizing their statistical nature and tendency to hallucinate. Dietterich explores the challenges in uncertainty quantification for these models and proposes integrating them with formal reasoning systems. He advocates for more robust knowledge...

How the Core Alignment Model (CAM) Enhances Ethical and User-Centered AI Systems

Discover how the Core Alignment Model (CAM) revolutionizes AI by seamlessly aligning systems with user needs and ethical standards. Explore its structured layers – Mission, Vision, Strategy, Tactics, and Conscious Awareness – and learn how CAM addresses key challenges in AI adaptability, ethical coherence, and continuous improvement for a more responsive and trustworthy AI experience...

The Power of Resonance in Prompt Engineering

The concept of spatial modal multiplexing can be beautifully applied to prompt engineering, where each prompt is seen not just as a collection of words but as a finely attuned, multidimensional signal that carries both informational content and resonant intent. Here’s how this might work in practice: Layered Intent: Just as spatial modal multiplexing allows for multiple channels within a single...

Transforming Your Career to Digital Thought Leadership

“Most corporate professionals eventually hit the same wall on LinkedIn: a polished profile, scattered posts, minimal movement. The platform compresses your value into fields while rewarding frequency over substance. Real reinvention requires a structure your day can actually sustain. This represents a Venn analysis turned into a working system. Three circles: A) Personal Branding and...

The Role of Words, Spells, and Imagination in Prompt Engineering

in the knowledge on transcendental magic, what is the key and relevance of words, spells, or imagination In the context of Transcendental Magic, words, spells, and imagination hold profound significance, as they are intimately connected to the power of the will and the manifestation of higher forces. Here's how these elements play a key role: Words: Words in transcendental magic are not merely...

John Deacon Cognitive Systems. Structured Insight. Aligned Futures.

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