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IRIE© Education Ecosystem

Augments each individual (student, teacher, parent, administrator, community) to understand the complex adaptive system around them and continuously improve at personalized point-to-goal.​

“Math is really about the human mind, about how people can think effectively, and why curiosity is quite a good guide.”

– William Thurston

IRIE© Glues Partner Technologies into the Education Ecosystem

Higher Order Profit from Your Studies & Technologies

Personalized Education cannot be reduced to a formula or universal best practice. IRIE© discovers the unknown variables and relationships between each teacher-to-student relation in the complex adaptive world around them.

User-Specific Sensing with Superhuman Perception

Even the best of teachers can’t notice everything. IRIE© superhuman perception sees subtle changes in bio-physiological signals hidden in data. IRIE© interprets them from each individual’s personalized lens to objectively understand what triggers their thinking and feeling in the complex adaptive world around them.

Personalized Lens with Act Local, Construct Global Reasoning

An adaptively valid global perspective is most reliably constructed from a comprehensive network of active local views, just as a global manifold is dynamically constructed from its local charts.

IRIE© is finely tuned to resonate with complex adaptive systems by leveraging the local precision of low-dimensional hyperbolic geometry rather than inheriting the global bias of high-dimensional Euclidean geometry.

Personalized Lens/Nudge

IRIE© uses hyperbolic lenses to represent how each individual perceives the world. It more accurately quantifies bias (the distance between an objective event and its subjective interpretation from a given lens) and the differences between individual biases. It augments each optimal point with a nudge to transform current state-to-goal.

Super Human Perception

Even the best of can’t notice everything. IRIE© super human perception sees subtle changes in bio-physiological signals hidden in data. IRIE© interprets them from each individual’s personalized lens to objectively understand what triggers their thinking and feeling in the complex adaptive world around them.

Hyperbolic lens machine learning

Act Local, Construct Global Reasoning

An adaptively valid global perspective is most reliably constructed from a comprehensive network of active local views, just as a global manifold is dynamically constructed from its local charts.

IRIE© Partners and Alliances

IRIE© upstack engine glues partner point solutions and augments with higher order features to co-create wicked solutions.