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Paper: Software 3.0 emerges with agents, models, and databases

A new paper proposes that software development is undergoing a third major transformation, termed Software 3.0. This evolution moves beyond Software 1.0 (instruction-driven) and Software 2.0 (data-driven machine learning) to a paradigm where context and reasoning are paramount. The paper posits that the future of software will converge into three core components: a generalized database for persistent state, a large model for intelligence and reasoning, and an agent for execution and interaction. AI

IMPACT This conceptual shift could redefine software engineering practices and the roles of developers, databases, and AI models.

RANK_REASON The item is an academic paper discussing a new conceptual framework for software development. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Paper: Software 3.0 emerges with agents, models, and databases

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Wei Lin, Tao Zhou, Zhaofei Xie, Changgui Hong ·

    The Third Restructuring of Software Form: From the Three-Tier Architecture to Storage, Models, and Agents

    arXiv:2608.20201v1 Announce Type: new Abstract: Software form has undergone two paradigm shifts since its inception: Software 1.0, in which instructions determine behavior, and Software 2.0, in which data determines behavior (machine learning). This paper argues that a third shif…