6 papers
On Device Agentic Operation Caches -- Classifier-Centric NL-to-Action Generation
Moghis Fereidouni, Anthony Arnold, Sumit Gulwani +2
Agentic AI is increasingly being embedded in software applications to provide natural language interfaces to features and functionality. In most cases these agents are powered by e…
Embedded Made Easy -- Rethinking Embedded + Cloud Software Development (WIP)
Anthony Arnold, Mark Marron
The process of engineering and deploying applications in the edge/embedded space is massively complicated by the non-homogeneous nature of the software stack and the complexity of…
Toward an Agentic Infused Software Ecosystem
Mark Marron
Fully leveraging the capabilities of AI agents in software development requires a rethinking of the software ecosystem itself. To this end, this paper outlines the creation of an A…
Catalpa: GC for a Low-Variance Software Stack
Anthony Arnold, Mark Marron
The performance of an application/runtime is usually conceptualized as a continuous function where, the lower the amount of memory/time used on a given workload, then the better th…
An Effectively Language and Runtime
Mark Marron
The performance of an application/runtime is usually thought of as a continuous function where, the lower the amount of memory/time used on a given workload, then the better the co…
Looking into Black Box Code Language Models
Muhammad Umair Haider, Umar Farooq, A. B. Siddique +1
Language Models (LMs) have shown their application for tasks pertinent to code and several code~LMs have been proposed recently. The majority of the studies in this direction only…