Paper: arXiv 2412.07348

Authors: Arman Abgaryan, Utkarsh Sharma

Abstract

IntraLayer presents an innovative framework that enables comprehensive interconnectivity in digital finance. The proposed framework comprises a core underlying infrastructure and an overarching strategy to create a pioneering “platform of platforms”, serving as an algorithmic fiduciary. By design, this infrastructure optimises transactional efficiency for a broad spectrum of agents, thereby facilitating the sustainable creation of intrinsic economic value. Complementing the infrastructure, our forthcoming work will present an overarching adaptive fiscal policy to optimise IntraLayer’s resources, striking a balance between sustaining the network and enhancing the proposal herein.

Complexity vs Empirical Score

  • Math Complexity: 6.5/10
  • Empirical Rigor: 1.5/10
  • Quadrant: Lab Rats — theoretically deep, empirically untested

Why this score: The paper sets up an ambitious theoretical dynamic optimization framework for cross-chain interoperability and financial execution. However, it is entirely conceptual with zero empirical testing, backtesting, or simulation, and explicit notes state that solvers will only be introduced in future work.

Research Flowchart

  flowchart TD
    A[Research Goal: Enable Digital Finance Interoperability via a Platform of Platforms] --> B[System Architecture Design]
    C[Inputs: Digital Assets & Agent Transaction Data] --> D[Core Infrastructure & Algorithmic Fiduciary]
    B --> D
    D --> E[Computational Process: Transactional Efficiency Optimization]
    E --> F[Outcomes: Enhanced Interoperability & Intrinsic Economic Value Creation]
    F --> G[Future Work: Adaptive Fiscal Policy Implementation]

Cited References (32)

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  2. Dynamic Function Market Maker — → 2307.13624
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  7. ``Mix and match’’: Product compatibility without network externalities (1988)
  8. Gateway Technologies and the Evolutionary Dynamics of Network Industries (1987)
and 24 more
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2 of 32 cited works are in the corpus; resolved via arXiv source bundles, Semantic Scholar and OpenAlex. Corpus-wide: 2518 linked papers.