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governance

A collection of 5 posts
抽象的证据感知手写表单到报告系统,包含文档区域与审计台账
Deep Research

证据感知的手写表单到报告系统

一份系统设计论证:手写表单到报告系统应保存证据、来源、置信度、拒答与人工复核,而不应只是简单 OCR。
19 Jul 2026 22 min read
Abstract evidence-aware handwriting-to-report system with document regions and an audit ledger
Deep Research

Evidence-Aware Handwriting-to-Report Systems

A design argument for handwriting-to-report systems that preserve evidence, provenance, uncertainty, abstention, and human review instead of acting like simple OCR.
19 Jul 2026 12 min read
Deep Research

面向消费者的 Agentic AI:结果付费(Outcome-based Pricing)怎么做才可验证、可执行、可防作弊

02 Mar 2026 10 min read
Deep Research

Outcome-Based Pricing for Consumer Agentic AI: What’s Contractible, Verifiable, and Defensible

02 Mar 2026 27 min read
Deep Research

The Audit Pivot: Startup Opportunities in Agent Governance and Reliability

The enterprise artificial intelligence landscape is currently undergoing a fundamental transition from a focus on model capability to a focus on operational permissioning. While the previous phase of adoption was characterized by the quest for models capable of complex reasoning—the "intelligence bottleneck"—the current frontier is defined
16 Feb 2026 18 min read
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