Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

33

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#generative ai Open access Oct 2026

TITLE Conceptual Worldbuilding & Generative Realities at the Limit DESCRIPTION Conceptual Worldbuilding & Generative Realities at the Limit develops a falsifiable research architecture for turning concepts into interactive digital worlds, social simulations, digital twins, and institutional prototypes without confusing internal coherence with external reality. The book is organized around a core tri-coupling: Conceptual Rules × Executable Worlds × Reality Feedback. Its central candidate relation is WorldValidity = RuleCoherence × TaskReplay × ExternalTransfer, with a strict condition: ExternalTransfer remains UNKNOWN until independently tested. Immersion, elegance, agent fluency, and repeated success inside a simulator are treated as insufficient evidence of causal validity in the physical or institutional world. The volume contains a thirty-formula mathematical prelude, eighty-two chapters in a single-section-per-page architecture, two hundred Research Gates, thirty-three Phoenix Answer Embryos, and 233 Easter-Egg Equations. It integrates state-space models, conservation laws, stochastic processes, causal inference, robust control, information theory, game theory, network dynamics, transfer geometry, digital-twin validation, rights constraints, resource ledgers, participatory governance, data portability, shutdown, and responsible world retirement. Five research layers structure the work: declaring boundaries and state transitions; compiling concepts into versioned rules; testing counterfactuals, scarcity, rights, and extreme conditions; cross-validating simulations with real-world data; and designing world branching, refusal, exit, shutdown, and succession. The result is a world-rule package, a digital-prototype methodology, and a transfer-failure map for researchers, designers, policymakers, AI system builders, and future civilizational studies. This is a research architecture rather than a claim that generated worlds are newly created physical universes. Book-defined equations are candidate models and indicators, not validated natural laws. Every major claim is paired with an applicability domain, measurement path, competing explanation, falsification boundary, and successor revision route. Author: Feng Cheng-En (pen name: 33)

TITLEConceptual Worldbuilding & Generative Realities at the Limit DESCRIPTIONConceptual Worldbuilding & Generative Realities at the Limit develops a falsifiable research architecture for turning concepts into interactive digital worlds, social simulations, digital twins, and institutional prototypes without confusing i...

33 · 0 citations
#software testing Open access Oct 2026

QUANTUM-CLASSICAL METROLOGY DIVERSITY & REFERENCE SOVEREIGNTY AT THE LIMIT A Research Architecture for Fault-Independent Sensing, Traceability Reconstruction, and Post-Vendor Calibration STARLI Research Works | White Rainbow Civilization | Research Architecture Edition v1.0 (2026) DESCRIPTION Can a mixed quantum-classical measurement system genuinely observe a broader set of damaging faults than the best traceable classical system, or does it merely combine expensive sensors that share temperature drift, timing errors, calibration ancestry, software transformations, and other hidden dependencies? What remains of its measurement authority when the original supplier, calibration service, reference artifact, or software platform is no longer available? This research architecture addresses those questions through three coupled research commitments: heterogeneous sensing, reference independence, and replaceable calibration. It defines reference sovereignty not as independence from the International System of Units or internationally accepted metrological traceability, but as an organization's ability to verify, transfer, independently reproduce, lawfully replace, and, when necessary, safely suspend a calibration chain. An unbroken and documented calibration hierarchy, uncertainty propagation, reference-material suitability, and operator competence remain necessary. The proposed research system compares quantum readouts such as nitrogen-vacancy magnetometry, atomic-vapor magnetometry, superconducting interferometry, Rydberg electrometry, and quantum-enhanced optical sensing with carefully chosen classical reference instruments. It places particular emphasis on correlated fault response, transport and environmental hysteresis, cross-site calibration, software dependence, portable blind artifacts, conservative classical fallback, and the cost of preventing serious acceptance errors. Nominal sensitivity is not treated as evidence of operational advantage. A candidate quantum channel qualifies for production decision-making only if it adds measurable, decision-relevant information beyond a strong, budget-matched classical suite; survives blinded fault injection and common-cause correction; and remains auditable through a legitimate uncertainty and traceability chain. An apparent benefit that disappears after classical recalibration, covariance accounting, matched maintenance costs, or independent laboratory repetition is a rejected or narrowed claim, not a success concealed behind an aggregate score. RESEARCH ORGANIZATION The architecture is arranged in eight research parts and 82 chapters. Each chapter begins with a provisional central research equation, a falsifiable thesis, a stronger alternative explanation, and a measurable research endpoint. Five single-page research sections then examine observation boundaries, physical and statistical mechanisms, adversarial perturbations, blind comparison and transfer, and authority or successor handover. The mathematical prelude contains 30 separate formula derivation plates spanning uncertainty propagation, time/frequency stability, electrical and optical noise, quantum estimation, reference transfer, causal inference, robust control, and lifecycle economics. Two hundred Research Gates develop executable research questions and candidate fault-injection experiments. Thirty-three Phoenix Answer Embryos propose provisional instruments, calibration packages, audits, and recovery arrangements that can be refuted, separated into competing approaches, recombined, or retired. The volume also includes 233 different equation cards drawn from well-established mathematical and physical methods. The cards are distinct expressions, but some share deeper mathematical families; they are not claims of 233 novel physical discoveries. A separate Excel index enumerates chapters, sections, Research Gates, embryos, mathematical relationships, reference sources, and quality-review requirements. The smallest proposed prototype uses one quantum modality, two classical modalities, and one portable blind reference artifact. The trial injects changes in temperature, timing, software conversion, and reference integrity while measuring which channels exhibit genuinely different residual signatures. A matched-cost classical comparison, source-preserving uncertainty analysis, independent round-trip artifact transfer, and an original-vendor-absent recovery exercise form its acceptance tests. Missing raw evidence, unsupported uncertainty coverage, unlawful access, unsafe recalibration, and irrecoverable references are hard stops rather than disadvantages offset by a favorable weighted score. EVIDENCE, LIMITATIONS, AND RESEARCH STATUS This manuscript is a prospective research architecture, not a report of completed experiments, a validated quantum advantage, an accredited calibration certificate, or a peer-reviewed account of a deployed production instrument. The proposed performance gains, cros

QUANTUM-CLASSICAL METROLOGY DIVERSITY & REFERENCE SOVEREIGNTY AT THE LIMITA Research Architecture for Fault-Independent Sensing, Traceability Reconstruction, and Post-Vendor Calibration STARLI Research Works | White Rainbow Civilization | Research Architecture Edition v1.0 (2026) DESCRIPTION Can a mixed quantum-classic...

33 · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.