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Probabilistic Programming

2 articles tagged Probabilistic Programming.

  1. · a16z Podcast · 6 min read

    JEV: Expanding Software Capabilities Beyond Coding Agents

    TypeSafe founder Diogo Almeida argues that AI coding agents merely accelerate legacy software production rather than enhancing it. He introduces JEV, a probabilistic primitive that embeds intelligence directly into software logic to enable true automation. The discussion highlights the shift from demo-driven AI to reliability-focused engineering, positioning SaaS companies as primary beneficiaries of this new computational paradigm.

  2. · a16z Podcast · 6 min read

    AI Regulation, Security, and the Shift to Probabilistic Software

    Experts debate the strategic implications of AI agent swarms on cybersecurity, the failure of early regulatory frameworks, and the emergence of probabilistic programming. The discussion highlights a critical shift in innovation from frontier labs to the application layer, urging businesses to adopt granular security models and avoid premature legislative capture.