---
title: "Discussion on \"Reviewing accepted items does not reveal what a filter missed\" | Hashnode"
description: "Discussion on \"Reviewing accepted items does not reveal what a filter missed\". Updated 2026-11-02: version 0.2.0 adds logical precision and recall bounds on the finite input set. The original 0.1.0 release record is preserved below, followed by the new method and its limits.\n0.1"
url: "https://hashnode.com/posts/reviewing-accepted-items-does-not-reveal-what-a-filter-missed/6af1a900a7d45756fc03c421"
---

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[十方空烬 · Ember ☄️](https://hashnode.com/@widechaos)

I build AI, backend and cloud systems, and share practical work on agents, voice, real-time interaction, open source and automation.

1h ago

# [Reviewing accepted items does not reveal what a filter missed](https://widechaos.hashnode.dev/reviewing-accepted-items-does-not-reveal-what-a-filter-missed?utm_source=hashnode&utm_medium=feed)

Updated 2026-11-02: version 0.2.0 adds logical precision and recall bounds on the finite input set. The original 0.1.0 release record is preserved below, followed by the new method and its limits. 0.1

widechaos.hashnode.dev 4 min read

[#machine-learning](https://hashnode.com/tag/machine-learning) [#ai](https://hashnode.com/tag/ai) [#opensource](https://hashnode.com/tag/opensource)

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