7 papers
HAIF: A Human-AI Integration Framework for Hybrid Team Operations
Marc Bara
The rapid deployment of generative AI, copilots, and agentic systems in knowledge work has created an operational gap: no existing framework addresses how to organize daily work in…
Moravec's Paradox and Restrepo's Model: Limits of AGI Automation in Growth
Marc Bara
This note extends Restrepo (2025)'s model of economic growth under AGI by incorporating Moravec's Paradox -the observation that tasks requiring sensorimotor skills remain computati…
PromptChain: A Decentralized Web3 Architecture for Managing AI Prompts as Digital Assets
Marc Bara
We present PromptChain, a decentralized Web3 architecture that establishes AI prompts as first-class digital assets with verifiable ownership, version control, and monetization cap…
Unexplored Opportunities for Automatic Differentiation in Astrophysics
Marc Bara
We present a systematic analysis of automatic differentiation (AD) applications in astrophysics, identifying domains where gradient-based optimization could provide significant com…
Dataless Neural Networks for Resource-Constrained Project Scheduling
Marc Bara
Dataless neural networks represent a paradigm shift in applying neural architectures to combinatorial optimization problems, eliminating the need for training datasets by encoding…
Spiking Neural Networks for SAR Interferometric Phase Unwrapping: A Theoretical Framework for Energy-Efficient Processing
Marc Bara
We present the first theoretical framework for applying spiking neural networks (SNNs) to synthetic aperture radar (SAR) interferometric phase unwrapping. Despite extensive researc…