WiSE Relational Edge AI©
the personalization deep tech engine and complex adaptive system architecture
WiSE Relational Edge AI© is the personalization deep tech engine and complex adaptive system architecture. WiSE© leverages machine learning plus the mathematics of personalization and relational intelligence to create human-machine synergies.
WiSE© helps you understand the hidden relationships and cycles within your data, knowledge, and ideas, giving you a clearer picture and better insights. It helps you see the “big picture” right now and make smarter decisions about the next steps toward your future, even when things are uncertain. Think of it as a powerful lens, map, and compass that enables comprehension and decision-making through people and machine synergies, so you can navigate complex situations and achieve your goals more effectively.
WiSE Customers + Partners©
The World is a Complex Adaptive System (CAS)
The world is a Complex Adaptive System (CAS), consisting of multiscale autonomous systems that continually adapt to concurrent changes, both intrinsic and extrinsic to them. Multi-community education systems, innovative developments in technology, healthcare, and business, futuristic societies that ensure quality of life, are all but a few examples of CAS. To understand the complexity of such systems and help decision makers, we need solutions that match the complexity of the problem.
Introducing WiSE©, that learns the inherent structure of the Complex Adaptive Systems through Relational Intelligence
Together with our deep tech partners, we create solutions towards building multiscale architecture of complex, open-ended problems. The resulting multiple perspectives are stitched together to drive our understanding of a complex adaptive world and guide our decision-making into the unknown, undiscovered future.
Together with our deep tech partners, we create solutions towards building multiscale architecture of complex, open-ended problems.
What makes WiSE© special
WiSE Relational Edge AI© unlocks the power of conscious relational intelligence, enabling personalized connections at scale. In today’s complex world, understanding dynamic relationships is crucial. WiSE© empowers enterprises to unlock hidden potential within individuals, organizations, and data to drive innovation and optimize decision-making. It transcends traditional analytics by uncovering contextual insights from complex, sparse, multi-modal data, leveraging hyperbolic lensing and GGAM (granular to long-chained geometric associative memory) machine learning. This unique approach converges individual and collective perspectives, revealing key connections and augmenting existing technologies like AI, LLMs, and Quantum Computing.
The WiSE Relational Edge AI Engine/SDK© allows direct integration into existing infrastructure, empowering teams to analyze complex, multi-modal data (including imperfect and dynamic signals), navigate complex situations, and develop custom applications. This is achieved through a unique “fast cycle” and “slow cycle” architecture. The “fast cycle” pinpoints divergent triggers from the commonplace, while the “slow cycle” integrates established scientific principles and ideas, enables guided learning of unknown-unknowns, verifies, and interrelates novel discoveries based on mathematical proof, not expert opinion. This creates “Relational Intelligence” within the Complex Adaptive System, enabling WiSE human + machine synergy machine learning through WiSE Super Sensing©, WiSE Super Judgment©, WiSE Ultra-Personalized Nudges©, and WiSE Super-Verification©.
WiSE Super Sensing©
Today’s technologies offer a dizzying array of edge, hybrid & centralized services; different vendors and services, software & hardware; multi-modal sensors; and independent decision-making intelligences, but with little insights into the structure of the enormous amount of data collected from a CAS. In absence of such a knowledge, the decision-making is often informed by inaccurate, expensive, and biased intelligences.
WiSE© forges a better path by utilizing Relational Edge AI in combining the imperfect and dynamic, multimodal data collected from a given CAS.
WiSE Super Judgement©
The collective knowledge of today is a result of that of the past continually evolving through the processes of hypotheses and conjectures about the nature of the world. Around these emerging branches, a whole body of scientific knowledge grew through the development of theoretical and computational frameworks, further guiding the future technological and experimental advances. Due to the evolving nature of our knowledge of the world and hidden uncertainties, decision-making processes in CAS involve combinatorically explosive decision points. The challenges are further compounded by errors and judgment-biases.
In addition, novel innovations (e.g. CRISPR/CAS9) can swiftly and radically transform existing beliefs and norms in human-communities, thus leading to unpredictable and uncertain changes in the perspectives of people through which they assess their universe and make decisions.
WiSE© builds a map of the inherent complexity of the complex adaptive world as seen through multiple perspectives to enable a more comprehensive picture of the world.
WiSE Ultra-Personalized Nudge©
WiSE© enables ultra-personalized nudges to transform each person into a Superhuman, WiSE human + machince synergy©.
Success metrics for contemporary education systems, market development, product development, relationship development, policy affect, etc., indicate that today’s Euclidean approaches fail to construct a “fine tailored” understanding of a point (proximity) in relation to a goal (utility) and the relational trust and complexity of the world around them.
WiSE© builds the view of a complex world from multiple personalized perspectives, which are utilized to construct customized, ultra-personalized nudges guiding the actions of a given system (e.g. people, businesses, communities) towards their evolving goals.
WiSE Super Verification©
WiSE© verifies the perspective of the global body of people as a Superhuman, not an isolated social construction.
Today, history is written by the in-class, extracting meaning from a single social construct. When two cultures clash, the losers are obliterated, and the winners write the history books – sacred tomes that glorify their own noble cause and disparage the shortcomings of the conquered foe. As Napoleon once rhetorically mused,
‘What is history, but a fable agreed upon?’
Shared objective reality considers the complex adaptive world as it relates to the entire range of people’s perspectives.
A comparison and verification of the multiple perspectives generated by WiSE© consolidates multiple cores of knowledge across systems (e.g., people, families, communities, cultures, businesses).
WiSE Guided Learning©
WiSE© discovers divergence from a common trend like a Superhuman.
Divergent thinking & divergent phenomena both require scientific verification to gain the common trust of the people, and to consolidate the foundation from which future-discoveries emerge. Today’s technologies enable people to be more efficient in knowing what is knowable. However, understanding complex adaptive systems also means understanding problems for which social complexity has no determinable stopping point. (Known as Wicked Problem). Today’s common technologies consider this kind of discovery to be intractable.
Having built the map of a CAS through multiple perspectives and their verification across systems, CAS illuminates the path to divergent patterns and unknown-unknowns of the future.
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“Mathematics is not about numbers, equations, computations, or algorithms: it is about understanding.”
WiSE© Job Opportunities
We value character and skills over experience and knowledge.
WiSE Engineering Group© | Software Engineer
WiSE Engineering Group© | Software Apprentice
WiSE Media Group© | Journalism Intern
WiSE Intrapreneur Group© | Founder