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The implementation of a hybrid large language model for adaptive cryptographic cyber defense
A Blackwood, J Carrington, S Baryshevsky, G Morrison - 2024 - researchsquare.com
Cybersecurity threats have become increasingly complex and adaptive, requiring dynamic
defense mechanisms that can keep pace with evolving attack vectors. The proposed hybrid …
defense mechanisms that can keep pace with evolving attack vectors. The proposed hybrid …
[HTML][HTML] Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents
Foundation model-enabled generative artificial intelligence facilitates the development and
implementation of agents, which can leverage distinguished reasoning and language …
implementation of agents, which can leverage distinguished reasoning and language …
Prompts are programs too! understanding how developers build software containing prompts
The introduction of generative pre-trained models, like GPT-4, has introduced a
phenomenon known as prompt engineering, whereby model users repeatedly write and …
phenomenon known as prompt engineering, whereby model users repeatedly write and …
A taxonomy of multi-layered runtime guardrails for designing foundation model-based agents: Swiss cheese model for ai safety by design
Foundation Model (FM) based agents are revolutionizing application development across
various domains. However, their rapidly growing capabilities and autonomy have raised …
various domains. However, their rapidly growing capabilities and autonomy have raised …
Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs
S Kouemo Ngassom, A Moradi Dakhel… - Proceedings of the 1st …, 2024 - dl.acm.org
LLM-based assistants, such as GitHub Copilot and ChatGPT, have the potential to generate
code that fulfills a programming task described in a natural language description, referred to …
code that fulfills a programming task described in a natural language description, referred to …
Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models
Foundation models (FMs) such as large language models (LLMs) have significantly
impacted many fields, including software engineering (SE). The interaction between SE and …
impacted many fields, including software engineering (SE). The interaction between SE and …
From Human-to-Human to Human-to-Bot Conversations in Software Engineering
Software developers use natural language to interact not only with other humans, but
increasingly also with chatbots. These interactions have different properties and flow …
increasingly also with chatbots. These interactions have different properties and flow …
The ML Supply Chain in the Era of Software 2.0: Lessons Learned from Hugging Face
The last decade has seen widespread adoption of Machine Learning (ML) components in
software systems. This has occurred in nearly every domain, from natural language …
software systems. This has occurred in nearly every domain, from natural language …
Software Performance Engineering for Foundation Model-Powered Software (FMware)
H Zhang, S Chang, A Leung, K Thangarajah… - arxiv preprint arxiv …, 2024 - arxiv.org
The rise of Foundation Models (FMs) like Large Language Models (LLMs) is revolutionizing
software development. Despite the impressive prototypes, transforming FMware into …
software development. Despite the impressive prototypes, transforming FMware into …
Watson: A Cognitive Observability Framework for the Reasoning of Foundation Model-Powered Agents
As foundation models (FMs) play an increasingly prominent role in complex software
systems, such as FM-powered agentic software (ie, Agentware), they introduce significant …
systems, such as FM-powered agentic software (ie, Agentware), they introduce significant …