From the 1 of 8 linked papers with an AI index.
8 papers
Global drivers and barriers to the public acceptance of autonomous vehicles: Evidence from 17 countries
Antonios Saravanos
The paper analyzes survey data from 17 countries to identify the main factors influencing public willingness to use Level 3 conditionally automated vehicles.
Three Roles, One Model: Role Orchestration at Inference Time to Close the Performance Gap Between Small and Large Agents
S. Aaron McClendon, Jorge Gallego-Feliciano, Stavros Zervoudakis +1
Large language model (LLM) agents show promise on realistic tool-use tasks, but deploying capable agents on modest hardware remains challenging. We study whether inference-time sca…
Hidden Dynamics of Massive Activations in Transformer Training
Jorge Gallego-Feliciano, S. Aaron McClendon, Juan Morinelli +2
We present the first comprehensive analysis of massive activation development throughout transformer training, using the Pythia model family as our testbed, and release our full da…
The Opaque Pointer Design Pattern in Python: Towards a Pythonic PIMPL for Modularity, Encapsulation, and Stability
Antonios Saravanos, John Pazarzis, Stavros Zervoudakis +1
Python libraries often need to maintain a stable public API even as internal implementations evolve, gain new backends, or depend on heavy optional libraries. In Python, where inte…
A Brief History of the Waterfall Model: Past, Present, and Future
Antonios Saravanos
The waterfall model, one of the earliest software development methodologies, has played a foundational role in shaping contemporary software engineering practices. This paper provi…
Waterfall Model Simulation: A Systematic Mapping Study
Antonios Saravanos
This paper systematically maps peer-reviewed research and graduate theses/dissertations that explicitly simulate the waterfall model. Following Petersen's mapping guidelines and Ki…