This reading’s conditionsAs of 8 Oct 2026 12:00Z · 7 platforms · 28 Sep – 4 Oct 2026
- As of
- 8 Oct 2026 12:00Z
- Coverage computed
- 8 Oct 2026 21:23Z
- Facts checked
- 8 Oct 2026 22:01:30Z
How posts were linked to the subject
- Ambiguous alias, rule, V2
- 20 posts linked. Precision 98.3% (95% interval 91.1% to 99.7%), n 60 links judged, 0 unclear, run 542.
- Ambiguous alias, model, V2
- 6 posts not counted. Posts whose only match to Muse Code is an ambiguous name no rule settled aren’t counted: 1 on Reddit, 5 on Bluesky
Measured statements
Written by fixed rules from this reading’s stored figures. No model writes them.
6 statements withheld. n 14 people, below the threshold of 20 people. n 4 people, below the threshold of 20 people. No posts about Muse Code on YouTube between 28 September and 4 October 2026. No posts about Muse Code on Hacker News between 28 September and 4 October 2026. No posts about Muse Code on arXiv between 28 September and 4 October 2026. Withheld for a platform not counted this week: Exa.
What this reading rests on
| Platform | Days counted | How the posts were collected |
|---|---|---|
| 7 of 7 | Collected live | |
| Bluesky | 7 of 7 | Collected live |
| YouTube | 7 of 7 | Collected live |
| Hacker News | 7 of 7 | Collected live |
| arXiv | 6 of 71 still settling | Collected live2 days low capture, 1 day late heavy |
Not counted: Google News and Exa, no longer collected.
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
- 8 Oct 2026
- Release
- 2026-W40
- Window
- 28 Sep – 4 Oct 2026
- Version
- 1 · no revisions
- Next release
- Wednesday 14 Oct 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. Exa has no day in this window that counts, so it has no figures here.
Reddit. People hidden: n 14 people, below the threshold of 20 people. Share and posts hidden: n 16 posts, below the threshold of 20 posts, once 89 templated automated posts were left out.
Bluesky. People hidden: n 4 people, below the threshold of 20 people. Share and posts hidden: n 4 posts, below the threshold of 20 posts.
YouTube. 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 were removed with labels that agree with a stronger model at κ 0.74, below the 0.80 needed to drop this mark. The agreement is model-to-model.
Posts published 28 Sep – 4 Oct 2026, as of 8 Oct 2026 12:00Z; 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 17 earlier stored weeks of the same era (2026-W23, 2026-W24, 2026-W25, 2026-W26, 2026-W27, 2026-W28, 2026-W29, 2026-W30, 2026-W31, 2026-W32, 2026-W33, 2026-W34, 2026-W35, 2026-W36, 2026-W37, 2026-W38, 2026-W39), per platform. Its figures are in those readings. Choose any number to see what it rests on and the posts behind it.
Communities
The communities the conversation about Muse Code happened in, grouped by platform.
Posts about Muse Code by community, 28 Sep – 4 Oct 2026, as of 8 Oct 2026 12:00Z; in development. Each platform is drawn on its own scale. The word after each community is its type: who is there, not what it’s about (users are people who use one AI product; builders build with AI). A post counts once, in the community it was posted in.
The family
The products under Muse in AIDRAN’s subject tree, each ranked on Reddit in its own right.
- Muse 739
- Muse (agent app) 52
Muse’s entry includes these; not added.Each product is also its own entry in the summary table.
Distinct people on Reddit, 28 Sep – 4 Oct 2026, as of 8 Oct 2026 12:00Z, from release 2026-W40’s summary table; published. Every bar is on Reddit’s people scale. The products under Muse also rank on Bluesky (Muse (agent app) #15, 86 people); see their readings.
Change
Nothing in this reading could be compared with the previous reading of Muse Code, for 21–27 Sep 2026.
12 measures not compared, and why
- People posting about Muse Code, Reddit. n 0 people between 21 and 27 September 2026, below the threshold of 100 people for a change. n 0 people between 28 September and 4 October 2026, below the threshold of 100 people for a change. Between 21 and 27 September 2026: n 7 people, below the threshold of 20 people. Between 28 September and 4 October 2026: n 14 people, below the threshold of 20 people.
- People posting about Muse Code, Bluesky. n 0 people between 21 and 27 September 2026, below the threshold of 100 people for a change. n 0 people between 28 September and 4 October 2026, below the threshold of 100 people for a change. Between 21 and 27 September 2026: n 2 people, below the threshold of 20 people. Between 28 September and 4 October 2026: n 4 people, below the threshold of 20 people.
- People posting about Muse Code, YouTube. n 0 people between 21 and 27 September 2026, below the threshold of 100 people for a change. n 0 people between 28 September and 4 October 2026, below the threshold of 100 people for a change. Between 21 and 27 September 2026: n 0 people, below the threshold of 20 people. Between 28 September and 4 October 2026: n 0 people, below the threshold of 20 people.
- People posting about Muse Code, Hacker News. n 0 people between 21 and 27 September 2026, below the threshold of 100 people for a change. n 0 people between 28 September and 4 October 2026, below the threshold of 100 people for a change. Between 21 and 27 September 2026: n 0 people, below the threshold of 20 people. Between 28 September and 4 October 2026: n 0 people, below the threshold of 20 people.
- People posting about Muse Code, arXiv. Between 21 and 27 September 2026: arXiv posts are articles, which have no authors, so people aren't counted. Between 28 September and 4 October 2026: arXiv posts are articles, which have no authors, so people aren't counted.
- People posting about Muse Code, Exa. Between 21 and 27 September 2026: Exa posts are articles, which have no authors, so people aren't counted. Between 28 September and 4 October 2026: Exa posts are articles, which have no authors, so people aren't counted.
- Muse Code’s share of Reddit posts. n 10 posts between 21 and 27 September 2026, below the threshold of 100 posts for a change. n 16 posts between 28 September and 4 October 2026, below the threshold of 100 posts for a change. Between 21 and 27 September 2026: n 10 posts, below the threshold of 20 posts, once 18 templated automated posts were left out. Between 28 September and 4 October 2026: n 16 posts, below the threshold of 20 posts, once 89 templated automated posts were left out.
- Muse Code’s share of Bluesky posts. n 3 posts between 21 and 27 September 2026, below the threshold of 100 posts for a change. n 4 posts between 28 September and 4 October 2026, below the threshold of 100 posts for a change. Between 21 and 27 September 2026: n 3 posts, below the threshold of 20 posts. Between 28 September and 4 October 2026: n 4 posts, below the threshold of 20 posts.
- Muse Code’s share of YouTube posts. n 0 posts between 21 and 27 September 2026, below the threshold of 100 posts for a change. n 0 posts between 28 September and 4 October 2026, below the threshold of 100 posts for a change. Between 21 and 27 September 2026: n 0 posts, below the threshold of 20 posts. Between 28 September and 4 October 2026: n 0 posts, below the threshold of 20 posts.
- Muse Code’s share of Hacker News posts. n 0 posts between 21 and 27 September 2026, below the threshold of 100 posts for a change. n 0 posts between 28 September and 4 October 2026, below the threshold of 100 posts for a change. Between 21 and 27 September 2026: n 0 posts, below the threshold of 20 posts. Between 28 September and 4 October 2026: n 0 posts, below the threshold of 20 posts.
- Muse Code’s share of arXiv posts. n 1 posts between 21 and 27 September 2026, below the threshold of 100 posts for a change. n 0 posts between 28 September and 4 October 2026, below the threshold of 100 posts for a change. Between 21 and 27 September 2026: n 1 posts, below the threshold of 20 posts. Between 28 September and 4 October 2026: n 0 posts, below the threshold of 20 posts.
- Muse Code’s share of Exa posts. n 0 posts between 21 and 27 September 2026, below the threshold of 100 posts for a change. n 0 posts between 28 September and 4 October 2026, below the threshold of 100 posts for a change. Between 21 and 27 September 2026: Not counted this week: Exa has no day between 21 and 27 September 2026 that AIDRAN counts, so there's no figure to show. Between 28 September and 4 October 2026: Not counted this week: Exa has no day between 28 September and 4 October 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
- 8 Oct 2026 12:00Z
- Coverage computed
- 8 Oct 2026 21:23Z
- Facts checked
- 8 Oct 2026 22:01:30Z
- 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
- 2026-09-28 · active
- 2026-09-29 · active
- 2026-09-30 · active
- 2026-10-01 · active
- 2026-10-02 · active
- 2026-10-03 · active
- 2026-10-04 · active
Bluesky
- 2026-09-28 · active
- 2026-09-29 · active
- 2026-09-30 · active
- 2026-10-01 · active
- 2026-10-02 · active
- 2026-10-03 · active
- 2026-10-04 · active
YouTube
- 2026-09-28 · active
- 2026-09-29 · active
- 2026-09-30 · active
- 2026-10-01 · active
- 2026-10-02 · active
- 2026-10-03 · active
- 2026-10-04 · active
Hacker News
- 2026-09-28 · active
- 2026-09-29 · active
- 2026-09-30 · active
- 2026-10-01 · active
- 2026-10-02 · active
- 2026-10-03 · active
- 2026-10-04 · active
arXiv
- 2026-09-28 · active · late heavy
- 2026-09-29 · active
- 2026-09-30 · active
- 2026-10-01 · active
- 2026-10-02 · active
- 2026-10-03 · active · low capture
- 2026-10-04 · active · low capture
Google News
- 2026-09-28 · no lane
- 2026-09-29 · no lane
- 2026-09-30 · no lane
- 2026-10-01 · no lane
- 2026-10-02 · no lane
- 2026-10-03 · no lane
- 2026-10-04 · no lane
Exa
- 2026-09-28 · no lane
- 2026-09-29 · no lane
- 2026-09-30 · no lane
- 2026-10-01 · no lane
- 2026-10-02 · no lane
- 2026-10-03 · no lane
- 2026-10-04 · no lane
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 39 posts · Reddit · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code that relevance run 61 labels not about AI or unclear, Bluesky
Labels from relevance run 61, an open model.
n 0 posts · Bluesky · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code that relevance run 61 labels not about AI or unclear, YouTube
Labels from relevance run 61, an open model.
n 0 posts · YouTube · 28 Sep – 4 Oct 2026 · 7 days: 7 active
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 · 28 Sep – 4 Oct 2026 · 7 days: 7 active
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 · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Each platform’s share is stated on its own and never combined.
Excluded: spam, bots and incentive posts
Posts linked to Muse Code about AI that run 64 labels spam, bot or incentive, Reddit
Labels from run 64, an open model.
n 337 posts · Reddit · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code about AI that run 64 labels spam, bot or incentive, Bluesky
Labels from run 64, an open model.
n 2 posts · Bluesky · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code about AI that run 64 labels spam, bot or incentive, YouTube
Labels from run 64, an open model.
n 1 posts · YouTube · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code about AI that run 64 labels spam, bot or incentive, Hacker News
Labels from run 64, an open model.
n 0 posts · Hacker News · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code about AI that run 64 labels spam, bot or incentive, arXiv
Labels from run 64, an open model.
n 0 posts · arXiv · 28 Sep – 4 Oct 2026 · 7 days: 7 active
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 89 posts · Reddit · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Posts linked to Muse Code that templated-repetition rule run 518 flags as one account repeating a template, Bluesky
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 · Bluesky · 28 Sep – 4 Oct 2026 · 7 days: 7 active
Each platform’s share is stated on its own and never combined.
Not counted this week, so not shown: Exa.
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 8 Oct 2026. Release 2026-W40. Its figures never change: a correction or revision is a new reading. Cite it with its permanent link.
AIDRAN. 'Muse Code', release 2026-W40, reading r_08717d10c270 (v1). Published 8 October 2026.
Permanent link /r/r_08717d10c270
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.
References
Muse Code as its maker describes it. Chosen by hand and checked, and not part of the measurement.