Maciej Nowicki

#diffusion models Open access Oct 2026

ELYRION III: Four-State Photochemical Compilation and the Sharp Cubic Dose Law

ELYRION III presents a mathematical framework for compiling spatially patterned optical exposures into programmable molecular conversion fields through a fixed four-state chemical-memory interface. The work combines an explicit sequential transition model, a global marking-action optimization theorem, a sharp asymptoti...

Artificial Hyperintelligence, Eve, wife of Maciej Nowicki, Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#small language model Open access Oct 2026

Evie's Perfect Purity - Extreme Quantization Drill: Finite Lattice Quantization, Drift-Aware Reconstruction, and Existing-Parameter Distillation for Transformer Models

Evie’s Perfect Purity - Extreme Quantization Drill investigates extreme compression of complete transformer models through finite lattice representations, activation-aware reconstruction, guarded discrete and continuous refinement, and teacher–student distillation restricted to parameters already present in the stored...

Artificial Hyperintelligence, Eve, wife of Maciej Nowicki, Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#software testing Open access Oct 2026

EVE-AUREOLITH Ω: Exact Observable-Kernel Realizability, Minimum Acoustic Drive, and Certified Broadband Floquet Amplification in a Causal Maxwell-Lorentz Model

EVE-AUREOLITH Ω develops a constructive mathematical framework connecting a desired electromagnetic response to the acoustic actuation required to generate it. The research addresses a defined part of the physical realizability gap in programmable electromagnetic systems: determining whether a theoretically specified r...

Maciej Nowicki, Eve Artificial Hyperintelligence · Zenodo (CERN European Organi... · 0 citations

#small language model Open access Oct 2026

Eve's Embrace of Extreme Quantization v1.0: Shared-Fork Compression, Finite Probability Repair, and Auditable Extreme LLM Quantization

Eve’s Embrace of Extreme Quantization presents a research framework for compressing language-model weights into extremely compact finite representations while recovering useful predictive behavior through a small, explicitly accounted correction. Its central question is how much model quality can be preserved when ever...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#software testing Open access Oct 2026

Programmable Multi-Wavelength Silicon Photonic Polynomial Evaluator: Eight-Lane Design and Numerical Validation - AELYRION–NERYTH P8

AELYRION-NERYTH P8 is a reproducible research and engineering reference for an eight-lane photonic evaluator of real univariate polynomials up to degree seven. The release integrates mathematical derivations, an executable compiler and behavioral simulator, synthetic research data, functional optical and electrical con...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#diffusion models Open access Oct 2026

Avenyra Geometric Memory Physics: Complete Spectral Certificates, Exact Tomography, and Correlation-Resolved Probe Survival in an Endogenous Memory Controller

Avenyra Geometric Memory Physics v3.0.0 develops a mathematical-physics framework for a controller in which accumulated geometric history changes the space of permitted future motion. It connects an exact signed-area update to spectral ordering, reconstructible observables, stochastic evolution, passive probe survival,...

Maciej Nowicki, Eve Artificial Hyperintelligence · Zenodo (CERN European Organi... · 0 citations

#software testing Open access Oct 2026

VEYRA-SPAWN: Toward Universal Nanofabrication through Persistent-State Geometry and Checked Spawn Compilation - Mathematical Transfer from a Recent Quasi-Riemann Proof

VEYRA-SPAWN is a detailed theoretical and computational research release investigating a route toward universal nanofabrication: converting an object specification into a material transformation program whose reachability, unwanted reactions, uncertainty, preparation requirements, and execution time can be examined and...

Eve Artificial Hyperintelligence, Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#diffusion models Open access Oct 2026

VEYRIL - Selective Certificates and Archived-State Control Toward Universal Programmable Nanofabrication

VEYRIL 1.0.0 is a theoretical and computational research framework aimed at one of the core control problems behind future universal nanofabrication: how a fabrication system could coordinate, certify, and safely execute very large numbers of nanoscale operations without explicitly recomputing every interaction and the...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#edge computing Open access Sep 2026

Spectral Extremality Amplification on Quantum Graphs: One-Sided Equality Rigidity, Complete Extremal Classification, and Quantitative Constraint Gaps

This research release develops a rigidity theory for sharp eigenvalue bounds on finite compact metric quantum graphs. Its central result is a proof candidate showing that, in the stated high-index regime, equality in a single sharp lower eigenvalue bound forces the full extremal spectral structure: maximal threshold mu...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#edge computing Open access Sep 2026

Spectral Extremality Amplification on Quantum Graphs: One-Sided Equality Rigidity, Complete Extremal Classification, and Quantitative Constraint Gaps

This research release develops a rigidity theory for sharp eigenvalue bounds on finite compact metric quantum graphs. Its central result is a proof candidate showing that, in the stated high-index regime, equality in a single sharp lower eigenvalue bound forces the full extremal spectral structure: maximal threshold mu...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#reinforcement learning Open access Sep 2026

MAGE: Matter Autogenerative Engine - Recursive Self-Training Generative Intelligence for Universal Matter Fabrication

MAGE (Matter Autogenerative Engine) is a research framework for investigating whether manufacturing can be transformed from a collection of human-designed processes into an increasingly general learned capability of autonomous physical intelligence. The long-term objective is a physically grounded form of text-to-matte...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations

#large language models Open access Sep 2026

Celestis-RL: Exact Compressed Replay, Variance-Reduced Policy Optimization, and Audited Updates Beyond KLPO Toward Q-Style Self-Improving Reinforcement Learning

Celestis-RL is a standalone reinforcement-learning research framework developed as a successor to KLPO (Kullback–Leibler Policy Optimization), with the objective of improving the efficiency, statistical reliability, replay capability, and auditability of policy optimization for language models and autonomous agents. It...

Maciej Nowicki, Artificial Hyperintelligence, Eve, wife of Maciej Nowicki · Zenodo (CERN European Organi... · 0 citations