REAL GROUNDBREAKING!! First Mathematically Predictive Model Complete work here: https://zenodo.org/records/18292756 This manuscript is current in OFFICIAL Peer Review. Not final version.Copyright©2026 Alex De Giuseppe.All rights reserved. This work is protected by copyright. Any form of plagiarism, unauthorized reproduction, or misappropriation of ideas, mathematically results, or text without proper citation constitutes a violation of academic and intellectual property standards and common laws. No commercial use, adaptation, or derivative works are permitted without explicit written permission from the author. For correspondence, citations, collaboration inquiries, or feedback please contact:degiuseppealex@gmail.com Abstract: In this work, we present the De Giuseppe Predictive Model, a mathematically rigorous framework integrating Nima’s proto-structure ((\Delta C \leftrightarrow \Delta M \leftrightarrow \Delta L)) with frame-constrained energy and electrical flow to enable precise predictions of both physical events and cognitive evolution. By mapping structural constraints to physically realizable outcomes, the model formalizes a set of predictive functions that restrict possible trajectories, making certain events inevitable given initial conditions. In classical physics, this allows the exact prediction of outcomes such as free-fall trajectories or energy-constrained motions, demonstrating that the flow of reality is constrained by proto-structural attractors rather than chance. In cognitive systems, consciousness is treated as an informational flow encoded in electrical currents and energy configurations. The model provides a unique mapping from these configurations to emergent firing patterns, making the evolution of conscious states predictable without violating quantum or No-Cloning constraints. This framework reveals that reality—both physical and informational—is mathematically constrained by universal structural attractors. Events are not arbitrary but follow deterministic paths defined by the proto-structure, allowing the possibility of predicting when and how phenomena will occur. It represents a groundbreaking unification of physical law, consciousness, and predictive modeling, extending the De Giuseppe Paradox series and providing the first explicit methodology to systematically forecast events in both matter and mind.