Software 3.0
PulseAugur coverage of Software 3.0 — every cluster mentioning Software 3.0 across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Regenerative software principles proposed for Python libraries
A new paper proposes "regenerative software" principles to manage knowledge within Python libraries, moving beyond code as the sole source of truth. This approach stores knowledge in machine-readable records, allowing p…
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Paper proposes Software 3.0: convergence of storage, models, and agents
A new paper proposes that software development is undergoing a third major paradigm shift, termed Software 3.0. This evolution moves beyond Software 1.0 (instruction-driven) and Software 2.0 (data-driven machine learnin…
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Andrej Karpathy: LLMs are now a programmable layer for digital work
Andrej Karpathy discussed a significant shift in programming, where Large Language Models (LLMs) are evolving beyond simple chatbots to become a new programmable layer for digital tasks. He highlighted December 2025 as …