一孔录

English version: the interface and Yikonglu's notes are translated; quoted commentary stays in Chinese. The Chinese page is authoritative.

Which steps use zhiqi, which are checked by people, and what happens when we get it wrongHow Yikonglu works: verifying zhiqi-assisted readings of the classics

Yikonglu uses zhiqi (智器, our word for AI) to make videos that read the classics. Zhiqi can invent commentary, invent sources and mispronounce characters, so we set out here which steps use zhiqi, which must be checked by a person, and what we do about mistakes — for readers to check us against, and for others doing similar work.

1. Base editions and commentaries

2. How each chapter is made

  1. Text: entered character by character from the base edition; variants go in a variants table; nothing is silently changed.
  2. Pronunciation: each episode has a reading table; polyphonic and rare characters are fixed from the commentaries and standard readings, checked before narration, and compared line by line with speech recognition afterwards; mismatches are re-recorded. All readings are in the pronunciation index.
  3. Quotations: every quotation in a video is logged with source and page and checked word for word against the original page before it goes on screen; anything we cannot find on the page is only paraphrased, never shown as a quote.
  4. Original pages: when we cite a commentator, the scanned page goes on screen with the quotation boxed in red; the chapter page on this site shows the same page.
  5. Renderings and readings: we write our own plain renderings and check them line by line against standard translations, rewriting any match of six characters or more; “How Yikonglu reads it” is our own reading, labelled as ours, never passed off as a commentator's.
  6. Visuals: illustrations and characters are our own; type is cut from the base edition's glyphs and machine-scanned for damage; fictional characters in the videos do not assert “history” beyond the text.

3. Where zhiqi works, and where people do

We do not pretend every step is done by hand. The actual division of work:

StepZhiqi doesPeople do
ScriptDrafts; a second pass reviews against a checklist (cuts filler, checks names and attributions)Choose editions and commentaries, decide the reading, review and revise
Quotations and sourcesLists them and compares them word by word with the pageSpot-check; nothing unverified goes on screen
PronunciationNarrates from the reading table; speech recognition compares line by lineDecide readings; re-record anything that sounds wrong
Plain renderingDrafts; checks overlap with standard translationsFinal text
Illustration and animationGenerates images, cuts type, renders, scans automaticallyChoose images and set the style
Finished videoAutomatic checks (quotations, readings, length, visuals)Every episode is watched by a person and released only after it passes; notes go back into the script and visuals

All videos are labelled as containing “AI-generated content”, following each platform's rules and wording.

4. When we get it wrong

5. Numbers we publish

Every week we update the counts of chapters covered, quotations checkable against original pages, commentaries with page images, and public corrections, plus whether searching a line of the text on each platform finds us.

We also publish the share of segments changed between first draft and final script: each episode's earliest script is compared with the final one segment by segment, and any difference in wording counts as a change. So far: 20 episodes, 658 segments, 152 changed — 23.1% (updated 2026-11-06).

EpisodeSegmentsChangedShare
学而一3213.1%
学而二301240.0%
学而三391333.3%
学而四29620.7%
学而五30826.7%
为政一391025.6%
为政二351028.6%
为政三35822.9%
为政四32928.1%
为政五351234.3%
为政六35925.7%
八佾一351337.1%
八佾二35925.7%
八佾三35411.4%
八佾四36513.9%
八佾五33618.2%
八佾六30413.3%
八佾七26311.5%
里仁一30516.7%
里仁二27518.5%

6. About this page

What this page describes is our promise to readers. If the method changes, this page changes, with a revision note below. Text licensed CC BY-NC 4.0; videos, narration, characters and illustrations are not covered.

Revisions

Follow Yikonglu

WeChat QR
Scan with WeChat to follow our official account; reply “目录” for the full contents.
▶ Subscribe on YouTube