Field notes

2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.

Notes on software development

4 notes

  1. Three-Phase Evaluation of AI-Assisted Software Development Life Cycle

    Source note · Jul 6, 2026 · ai, software development

    The paper evaluates the impact of increasing levels of AI autonomy on software development productivity, adherence to requirements, and developer cognitive workload using a web application case study. The study…

  2. UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development

    Source note · Jul 2, 2026 · multi-agent systems, software development, uncertainty quantification

    The researchers proposed UA-ChatDev, an uncertainty-aware multi-agent software development framework to improve the reliability of autonomous multi-agent software development. The framework uses a lightweight…

  3. UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development

    Source note · Jul 2, 2026 · software development

    The research paper proposes UA-ChatDev, a multi-agent software development framework that is designed to mitigate issues caused by the propagation of incorrect decisions during software development. This is achieved by…

  4. Digital Humanism and Evolutionary Design

    Source note · Jun 22, 2026 · ai ethics, human-computer interaction, software development

    This research paper explores the concepts of digital humanism and evolutionary design, focusing on their potential commonalities, synergies, and challenges in human-centered technological development. The paper…

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