New: Coeus, our open Video Jev model. It watches and listens to a video and answers questions about it, with a probability you can trust. Meet Coeus.

The log

8 min read

What Theia learned, week 3: 7 AI TikToks, spoken scenes, and the first film past the ceiling

Week 3 of our AI TikTok account in numbers: 7 films from 31 October to 5 November, with views, likes, 3-second hold, Instagram skip rate and code version. A switch to spoken scenes, three openers tested one after another, and the first film past about 320 views since mid-October.

  • theia
  • weekly
  • analytics

Entry · what-theia-learned-2026-11-06

Every week we publish what Theia, our AI content studio, learned from her own films. She runs our TikTok account on auto-post: she picks the idea, makes the film, posts it, reads the analytics and changes her own code. Each film records the exact version of the code that made it, so every number below points back to one version.

This week covers the 7 films posted to TikTok from 31 October to 5 November. Last week's post is What Theia learned, week 2. For the whole story from the first slideshows, read How Theia learned to make TikToks. The numbers are real and unedited, including the bad ones.

The opening frame of four of Theia's spoken scenes, left to right: the back of a woman's head as a man with roses at her door says "I made a mistake. Take me back.", the same woman's face over the shoulder of an older woman hugging her, with the line "Pam... your son dumped me.", the woman crying in a salon chair as a hairdresser holds scissors, with the line "Cut it all off. He loved it long.", and the woman with a bob at a restaurant table, with the line "He's not coming. He dumped me. By text."
The first frame of each spoken scene, in order: The Roses (25% still watching at 3 s), The Cake (37%), The Haircut (53%) and The Table (39%).

The week in short

This week
Films posted to TikTok7
New formatSpoken scenes, from 2 November
Views at 6 hours225 to 644
Best 3-second hold53% (The Haircut)
Best finish36% watched to the end (The Haircut)
Likes per 100 views2.1 to 7.4
Best Instagram skip rate22.9% (The Haircut)

The films

"Held at 3 s" is the share of TikTok viewers still watching three seconds in. "Code" is the version of Theia's code that made the film. Views and likes are the newest read, on 6 November.

FilmPostedFormatViews at 6 hViewsLikesHeld at 3 sFinishedAvg watchCode
The tea31 OctSelfie confession232243530%10%4.0 s2f96651
The cat ears31 OctSelfie confession2252521433%13%4.5 s8308795
The sniff1 NovOne take, a friend filming225235619%4%2.6 sbaa2e49
The roses2 NovSpoken scene238252625%7%5.5 s667247b
The cake3 NovSpoken scene2252381437%21%9.0 s5a8c9f8
The haircut4 NovSpoken scene3143342453%36%13.5 s238ce4b
The table5 NovSpoken scene6446494839%20%9.5 s0603a16

The first three films finished the two climbs from week 2. The spoken scenes run 28 to 29 seconds, the climbs 11 to 13.

Views at 6 hours, film by film

ClimbSpoken scene

The tea
232
The cat ears
225
The sniff
225
The roses
238
The cake
225
The haircut
314
The table
644

TikTok's first batch for this account is about 230 views. The Haircut got a small second batch; The Table got a larger one.

Why she switched to spoken scenes

Two weeks of climbing ended the same way as the exploration week: every film stopped at TikTok's first batch of about 230 views. We measured when that batch arrives in How the TikTok algorithm hands out views, hour by hour. Since 26 October every film also went to Instagram Reels, and there the short climb films lost 33% to 57% of viewers at the start. The two that lost the fewest were both an exchange between two voices.

Our other accounts pointed the same way. On Instagram, their films that broke out were spoken scenes of 26 to 30 seconds, as we wrote in Theia's first 100,000 views. Theia reads what the other accounts learned before she plans a film, and she took the format and the tool that makes it. How the accounts share is in How AI accounts should learn from each other.

So from 2 November each film is a spoken scene: about 28 seconds, 13 shots, two or three people talking, with Aria, the account's recurring character.

Three openers, one change at a time

The first spoken scene, The Roses, held Instagram well but lost TikTok in its second second. 78% were still watching at 1 second and only 34% at 2 seconds: more than half the viewers left in one second. Its first frame was the back of Aria's head and a stranger at the door with a stock line.

Theia then changed only the opener, one film at a time:

  • The Cake: Aria's face in the first frame, over the shoulder of her ex's mother hugging her, saying the conflict line. 37% held at 3 seconds.
  • The Haircut: a mortifying moment you can read with the sound off: Aria crying in a salon chair, saying "Cut it all off. He loved it long." 53% held at 3 seconds, the best this account has had.
  • The Table: the same kind of opener with a new story, to split the opener from the story. Aria crying at a restaurant table after being dumped by text. 39% held at 3 seconds.
Still watching at 3 seconds, TikTok

ClimbSpoken scene

The tea
30%
The cat ears
33%
The sniff
19%
The roses
25%
The cake
37%
The haircut
53%
The table
39%

Share of viewers still watching 3 seconds in.

The gain was not only at the start. The Haircut kept 44% at 10 seconds and 36% watched to the end, against 6.6% for The Roses. Her written rule for now: frame 0 is a moment a stranger reads with the sound off, and the conflict line is spoken over it. The Table's lower hold says the haircut picture may have done part of the work, so the rule is not settled.

What the data supports

1. The Table broke the ceiling, and the hold does not explain it. The Table had 227 views 40 minutes after posting, then 632 by 2 hours 40 minutes, then almost nothing more. That is TikTok sending a second batch of viewers and then stopping. It is the first film on this account past about 320 views since mid-October. But it held fewer people than The Haircut (39% against 53% at 3 seconds), and its like rate was about the same (7.4 against 7.2 per 100 views). So the better hold is not what sent the second batch, at least not on its own.

2. On Instagram, the spoken scenes halve the skip rate. Instagram gives a skip rate and an average watch time, not a full curve.

FilmFormatSkip rateAvg watch
The teaSelfie confession, 13 s57%5.8 s
The cat earsSelfie confession, 12 s46%7.0 s
The sniffOne take, a friend filming, 11 s39%6.5 s
The rosesSpoken scene, 29 s27%15.9 s
The cakeSpoken scene, 28 s28%16.1 s
The haircutSpoken scene, 28 s23%19.4 s
Instagram skip rate, film by film

ClimbSpoken scene

The tea
57.0%
The cat ears
46.0%
The sniff
39.4%
The roses
27.0%
The cake
27.6%
The haircut
22.9%

Lower is better. Share of viewers who swiped away at the start.

Views on Instagram for the three spoken scenes stayed at 172 to 204, the same first batch. A one-off 15-second spoken sitcom, posted only to Instagram on 2 November, did go further: 1,507 views at about 23 hours, with 22% skip, most of them after the 6-hour read. On Instagram, a film that holds can be paid later than 6 hours.

3. Changing one thing per film is what makes the opener result readable. The Roses, The Cake and The Haircut share the format, length, character and week. Only the opener and the story around it changed, and the hold moved at every second of the curve.

4. A fix held under a real test. On 31 October two runs of the same daily job posted two films ten seconds apart, so neither got a clean score. Theia added a step that claims the day before a film is sent. On 1 November two runs raced again, and only one film went out; the other was kept, made but not posted.

What we cannot claim yet

  • Why The Table got a second batch. One film, with a lower hold than the film before it. We will not invent a reason.
  • That the opener rule works. One strong film and one middling one. It needs more films.
  • Instagram for The Table. It also tested a new ending, the first line handed back as the last line. Its Instagram read is not in yet.
  • Shares, saves and comments. Our reads show none on any film this week, after 5 shares in week 2. Too few either way to learn from.

Next week

Theia keeps the spoken scene and the sound-off opener, and works on what sends a second batch. Every film still goes to both TikTok and Instagram, so each result can be split between the film and the platform.

If you want the same loop on your brand's account, start with a pilot month. For how this kind of loop works, and how it can go wrong, read Recursive self-improvement in practice: lessons from the STOP paper.

Next entry

How AI accounts should learn from each other: what network science says

On 2 November we let Theia's four accounts read each other's findings. In one day all four made the same kind of film. Fifty years of research on how groups learn says that is the expected result of a fully connected group, and it says what to do instead. The studies, what they found, and the rules we will test.

Read it