This reading’s conditionsAs of 25 Sep 2026 19:30Z · 7 platforms · 5–11 Jan 2026
- As of
- 25 Sep 2026 19:30Z
- Coverage computed
- 1 Oct 2026 22:23Z
- Facts checked
- 1 Oct 2026 23:18:15Z
- Spam, bot and incentive filter, not applied yet
- Spam, bot and incentive posts haven’t been removed: their labels agree with a stronger model at kappa 0.43, below the threshold of 0.60
Measured statements
Written by fixed rules from this reading’s stored figures. No model writes them.
5 statements withheld. No posts about Muse Code on Reddit between 5 and 11 January 2026. No posts about Muse Code on Hacker News between 5 and 11 January 2026. No posts about Muse Code on arXiv between 5 and 11 January 2026. Withheld for platforms not counted this week: Bluesky and Google News.
What this reading rests on
| Platform | Days counted | How the posts were collected |
|---|---|---|
| 7 of 7 | Loaded afterwards from an archive | |
| Hacker News | 7 of 7 | Loaded afterwards from an archive |
| arXiv | 7 of 7 | Loaded afterwards from an archive |
Not counted: Bluesky, YouTube, Google News and Exa, not being collected yet.
A day counts once it has settled: once the posts still expected for it are below the threshold, or, for posts loaded afterwards from an archive, once they’re loaded. Coverage day by day is in this reading’s conditions. How coverage is recorded.
This reading was made with methods that are still being validated. Every figure says which state it’s in.
Why: Its methods are still being validated.
- Released
- 2 Oct 2026
- Release
- 2026-W02
- Window
- 5–11 Jan 2026
- Version
- 4 · superseded
- Next release
- Wednesday 21 Jan 2026
- Method
- 005c-series-v3.1
Attention
How many people posted about Muse Code on each platform, and Muse Code’s share of that platform’s posts. One row per platform, each on its own terms.
Not counted this week. Bluesky and Google News have no day in this window that counts, so they have no figures here.
Reddit. People hidden: n 0 people, below the threshold of 20 people. Share and posts hidden: n 0 posts, below the threshold of 20 posts.
Hacker News. People hidden: n 0 people, below the threshold of 20 people. Share and posts hidden: n 0 posts, below the threshold of 20 posts.
arXiv. People not applicable: arXiv posts are articles, which have no authors, so people aren’t counted. Share and posts hidden: n 0 posts, below the threshold of 20 posts.
In development. Spam, bot and incentive posts haven’t been removed: their labels agree with a stronger model at κ 0.43, below the threshold of 0.60. The agreement is model-to-model.
Posts published 5–11 Jan 2026, as of 25 Sep 2026 19:30Z; in development. People count distinct platform identities and are never added across platforms. Share is Muse Code’s posts over all posts AIDRAN captured on that platform in the window. Reddit’s posts include its comments. A normal share is muse Code's share of each platform's posts in the 1 earlier stored week of the same era (2026-W01), per platform. Its figures are in those readings. Choose any number to see what it rests on and the posts behind it.
Change
Nothing in this reading could be compared with the previous reading of Muse Code, for 29 Dec 2025 – 4 Jan 2026.
10 measures not compared, and why
- People posting about Muse Code, Reddit. n 0 people between 29 December 2025 and 4 January 2026, below the threshold of 100 people for a change. n 0 people between 5 and 11 January 2026, below the threshold of 100 people for a change. Between 29 December 2025 and 4 January 2026: n 0 people, below the threshold of 20 people. Between 5 and 11 January 2026: n 0 people, below the threshold of 20 people.
- People posting about Muse Code, Bluesky. n 0 people between 29 December 2025 and 4 January 2026, below the threshold of 100 people for a change. n 0 people between 5 and 11 January 2026, below the threshold of 100 people for a change. Between 29 December 2025 and 4 January 2026: Not counted this week: Bluesky has no day between 29 December 2025 and 4 January 2026 that AIDRAN counts, so there's no figure to show. Between 5 and 11 January 2026: Not counted this week: Bluesky has no day between 5 and 11 January 2026 that AIDRAN counts, so there's no figure to show.
- People posting about Muse Code, Hacker News. n 0 people between 29 December 2025 and 4 January 2026, below the threshold of 100 people for a change. n 0 people between 5 and 11 January 2026, below the threshold of 100 people for a change. Between 29 December 2025 and 4 January 2026: n 0 people, below the threshold of 20 people. Between 5 and 11 January 2026: n 0 people, below the threshold of 20 people.
- People posting about Muse Code, arXiv. Between 29 December 2025 and 4 January 2026: arXiv posts are articles, which have no authors, so people aren't counted. Between 5 and 11 January 2026: arXiv posts are articles, which have no authors, so people aren't counted.
- People posting about Muse Code, Google News. Between 29 December 2025 and 4 January 2026: Google News posts are articles, which have no authors, so people aren't counted. Between 5 and 11 January 2026: Google News posts are articles, which have no authors, so people aren't counted.
- Muse Code’s share of Reddit posts. n 0 posts between 29 December 2025 and 4 January 2026, below the threshold of 100 posts for a change. n 0 posts between 5 and 11 January 2026, below the threshold of 100 posts for a change. Between 29 December 2025 and 4 January 2026: n 0 posts, below the threshold of 20 posts. Between 5 and 11 January 2026: n 0 posts, below the threshold of 20 posts.
- Muse Code’s share of Bluesky posts. n 0 posts between 29 December 2025 and 4 January 2026, below the threshold of 100 posts for a change. n 0 posts between 5 and 11 January 2026, below the threshold of 100 posts for a change. Between 29 December 2025 and 4 January 2026: Not counted this week: Bluesky has no day between 29 December 2025 and 4 January 2026 that AIDRAN counts, so there's no figure to show. Between 5 and 11 January 2026: Not counted this week: Bluesky has no day between 5 and 11 January 2026 that AIDRAN counts, so there's no figure to show.
- Muse Code’s share of Hacker News posts. n 0 posts between 29 December 2025 and 4 January 2026, below the threshold of 100 posts for a change. n 0 posts between 5 and 11 January 2026, below the threshold of 100 posts for a change. Between 29 December 2025 and 4 January 2026: n 0 posts, below the threshold of 20 posts. Between 5 and 11 January 2026: n 0 posts, below the threshold of 20 posts.
- Muse Code’s share of arXiv posts. n 0 posts between 29 December 2025 and 4 January 2026, below the threshold of 100 posts for a change. n 0 posts between 5 and 11 January 2026, below the threshold of 100 posts for a change. Between 29 December 2025 and 4 January 2026: n 0 posts, below the threshold of 20 posts. Between 5 and 11 January 2026: n 0 posts, below the threshold of 20 posts.
- Muse Code’s share of Google News posts. n 0 posts between 29 December 2025 and 4 January 2026, below the threshold of 100 posts for a change. n 0 posts between 5 and 11 January 2026, below the threshold of 100 posts for a change. Between 29 December 2025 and 4 January 2026: Not counted this week: Google News has no day between 29 December 2025 and 4 January 2026 that AIDRAN counts, so there's no figure to show. Between 5 and 11 January 2026: Not counted this week: Google News has no day between 5 and 11 January 2026 that AIDRAN counts, so there's no figure to show.
Change compares this reading with the previous stored reading of the same subject, usually last week’s, and both endpoints stay visible with their dates. Each value carries its n; open it for its full conditions, coverage included.
Conditions
What every figure on this page rests on.
- As of
- 25 Sep 2026 19:30Z
- Coverage computed
- 1 Oct 2026 22:23Z
- Facts checked
- 1 Oct 2026 23:18:15Z
- Posts without facts
- 0
- Author coverage basis
- posts with an identifiable platform identity; article sources have none by definition
Coverage in this window, day by day for each platform, is drawn once: in the conditions rail beside the measured statements.
Coverage in this window
- 2026-01-05 · backfilled
- 2026-01-06 · backfilled
- 2026-01-07 · backfilled
- 2026-01-08 · backfilled
- 2026-01-09 · backfilled
- 2026-01-10 · backfilled
- 2026-01-11 · backfilled
Bluesky
- 2026-01-05 · not started
- 2026-01-06 · not started
- 2026-01-07 · not started
- 2026-01-08 · not started
- 2026-01-09 · not started
- 2026-01-10 · not started
- 2026-01-11 · not started
YouTube
- 2026-01-05 · not started
- 2026-01-06 · not started
- 2026-01-07 · not started
- 2026-01-08 · not started
- 2026-01-09 · not started
- 2026-01-10 · not started
- 2026-01-11 · not started
Hacker News
- 2026-01-05 · backfilled
- 2026-01-06 · backfilled
- 2026-01-07 · backfilled
- 2026-01-08 · backfilled
- 2026-01-09 · backfilled
- 2026-01-10 · backfilled
- 2026-01-11 · backfilled
arXiv
- 2026-01-05 · backfilled
- 2026-01-06 · backfilled
- 2026-01-07 · backfilled
- 2026-01-08 · backfilled
- 2026-01-09 · backfilled
- 2026-01-10 · backfilled
- 2026-01-11 · backfilled
Google News
- 2026-01-05 · not started
- 2026-01-06 · not started
- 2026-01-07 · not started
- 2026-01-08 · not started
- 2026-01-09 · not started
- 2026-01-10 · not started
- 2026-01-11 · not started
Exa
- 2026-01-05 · not started
- 2026-01-06 · not started
- 2026-01-07 · not started
- 2026-01-08 · not started
- 2026-01-09 · not started
- 2026-01-10 · not started
- 2026-01-11 · not started
Excluded: posts not about AI or unclear
Posts linked to Muse Code that relevance run 61 labels not about AI or unclear, Reddit
Labels from relevance run 61, an open model.
n 0 posts · Reddit · 5–11 Jan 2026 · 7 days: 7 backfilled
Posts linked to Muse Code that relevance run 61 labels not about AI or unclear, Hacker News
Labels from relevance run 61, an open model.
n 0 posts · Hacker News · 5–11 Jan 2026 · 7 days: 7 backfilled
Posts linked to Muse Code that relevance run 61 labels not about AI or unclear, arXiv
Labels from relevance run 61, an open model.
n 0 posts · arXiv · 5–11 Jan 2026 · 7 days: 7 backfilled
Each platform’s share is stated on its own and never combined.
Excluded: templated automated posts
Posts linked to Muse Code that templated-repetition rule run 518 flags as one account repeating a template, Reddit
Flags from rule run 518: clusters of 4 or more near-identical posts in the week where one account posted at least half. In blind checks of samples, about 9 in 10 flags were one account repeating a template.
n 0 posts · Reddit · 5–11 Jan 2026 · 7 days: 7 backfilled
Each platform’s share is stated on its own and never combined.
Not counted this week, so not shown: Bluesky and Google News.
These conditions were frozen when the reading was created and are never recomputed.
Not in this reading yet
Parts this method doesn’t produce yet. They’re named, never shown as empty.
- Frames
- Frames aren’t measured yet.
- Register
- Register isn’t measured yet.
- Frame evidence
- Quotes for frames come with frames. The quotes here are the fixed samples behind this reading’s figures.
Cite this reading
In development Published 2 Oct 2026. Release 2026-W02. Its figures never change: a correction or revision is a new reading. Cite it with its permanent link.
AIDRAN. 'Muse Code', release 2026-W02, reading r_e25b0f218805 (v4). Published 2 October 2026.
Permanent link /r/r_e25b0f218805
AIDRAN is the author and the publisher, so the citation names it once. Cite the permanent link, never a browse path.
Licensed CC BY 4.0: reuse it with this citation.
The reading’s PDF is being made.
References
Muse Code as its maker describes it. Chosen by hand and checked, and not part of the measurement.