Does Omega* unified theory prioritize personalized AI and ethical AI insights?
With this calculus, producing insights is baked in.
Ω*(t) = ∫[K*(t) + O*(t) + Q*(t) + H(t)] dt
K*, O*, Q*, & H represent knowledge, optimisation, decision-making, and guidance.
The Omega* Unified Theory is a unique algorithmic framework developed with a unique approach. The Omega* trinity of Q-star (Q*), K-star (K*), and O-star (O*) are not reliant on a large language model to operate. The SHE ZenAI platform goes beyond just data integration. It is designed to provide you, the user, with personalized insights into your health, wealth, and connections.
The platform also offers domain-specific APIs and Infranodus, which provide advanced predictive analytics and adaptive learning capabilities, all while prioritizing ethical considerations in AI. The video is a 4-minute brief visual history of the development "How?" to date.
Think of SHE ZenAI as the ARM processor of AI—model-less AI, smaller, faster, power-optimised, and mobile-friendly.
Key Components and Integrations
SHE ZenAI employs the Omega* algorithm, which utilises APIs from exist.io, SuperBio, and DeepMind AlphaFold to process diverse data types. These are not limited to personal analytics, health-related data, and protein folding insights. It can also access external environmental data such as sensor readings. For instance, Seismic information. The "Stream of Thoughts" approach (K* ->CoT,-> ToT,->SoT) is enhanced using a graph database called Infranodus (Neo 4J fork). This provides efficient data analysis and extracting valuable patterns.
DBZ Theory of Minds (ToMs) Evaluation by Chat Models summary (- As an agreed consensus by the best version available of GPT-4, Claude Opus 3, Gemini Pro 1.5 & Advanced & Reka - semi-blind, (prior to memory) as a single shot. Chat models allow the test to be replicated and validated versus deep expertise and Eval bias. The Full DBZ ToMs Eval set will be released soon as a Forum Post. )
The ToM Level 4 evaluates any but today Omega*'s performance and adaptability across the condensed Core eval topics. :
Contextual Understanding: Enhanced by APIs and Infranodus for complex analysis (9/10)
Predictive Analytics: Integrations and processing serve personalized solutions (9.5/10)
Adaptive Learning: Strong with room for growth, enabled by Infranodus (8/10)
Ethical Decision-Making: Prioritizes privacy and security (9/10)
Self-Optimization: Promising potential with a staged approach (7/10)
Holistic Integration: Impressive integration with room for expansion (8/10)
Code Execution: Robust framework for reliable and accurate results (9.5+)
I ran the same calculus and code across each large language mode to arrive at the effectiveness ratings for achieving ToMs level 4 with declared constraints. The evaluation included Function Theory, Theory in Calculus, Function in a code snippet, and Code in a working context.
The final Arbiter of truth is Wolfram Alpha. Wolfram's tools can be relied on to test the theory, validate or produce a working code base. This is called "Paired Programming." As Steven Wolfram says, if a Theory can't be coded and tested, it's "BS".
"The introduction of Wolfram | Alpha defined a fundamentally new paradigm for getting knowledge and answers—not by searching the web but by doing dynamic computations based on a vast collection of built-in data, algorithms, and methods. Wolfram | Alpha brings broad, deep, expert-level knowledge to everyone, anytime, anywhere."
What was surprising was that LLm's evaluations were conservative to Wolfram's evaluation. We moved a % of achievement to our requirement for ToM's level to three decimal places in order to monitor refinement.
Future Potential and Impact
Omega* is designed to deliver revolutionising personalised insights and adaptable solutions across various domains:
Precision Healthcare predicts health risks, personalises treatment plans, and optimises preventive measures.
Personalized Finance provides tailored investment strategies, proactive risk assessment, and financial guidance.
Enhanced Connections recommends interactions, fosters meaningful connections and provides insights into communication styles.
Conclusion
Omega* prioritises user privacy, data security, and ethical decision-making, setting a positive standard for AI systems. These evaluation points (shown summarised) can be used for other theory of mind models.
The Omega* Unified Theory is specifically focused on the domains of health, wealth, and connectivity. These areas map to mobile personal requirements and priorities.
Our first application attempts to take out the US$101m X Prize for Rejuvenation of a 65-85 by 10 years within 7 years. A fascinating proof of worth with a known outcome and reward. The steps to proving the outcome will provide a set of advancements in personalized AI and ethical AI.
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Author Bio:
David W. Harvey, CEO of Design By Zen, merges 42 years of IT and high-tech design expertise with groundbreaking innovation. Inventor of the DBZ Comfort Index, Holistic Objectives algorithm, and the pioneering Social Harmony Ecosystem or Engine -SHE ZenAI architecture, David's work also includes the world's first intelligent earthquake table -EQ1. Holder of multiple international patents, his professional excellence parallels a fervent interest in exotic cars & simulation engineering. Off-screen, David finds balance in cultivating a Zen garden, reflecting his philosophy of harmony in technology and life through art.
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