# whitecircle Launch Wave on X: 68 Quotes in 4 Hours · Anysite

> whitecircle launch on X, Sep 21, 2026: 68 accounts quoted it in four hours, 40 of them repeat quoters. Minute marks, agency claims and the quoters.

URL: https://anysite.io/research/launch-waves/waves/white-circle-20260921/
Canonical: https://anysite.io/research/launch-waves/waves/white-circle-20260921/
Language: en
Generated: 2026-11-02

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---

// Launch wave · Sep 21, 2026

# whitecircle

Posted by @whitecircle on Sep 21, 2026, 17:28 UTC. A launch wave under the published rule.

quoters in the first hour

59

quoters in four hours

68

repeat quoters in four hours (59%)

40

sentinels in four hours

8

## The Launch

- Company whitecircle
- Kind model
- Group detector-found
- Author @whitecircle
- Author’s followers at first read 2,425
- Views at read 2,340,482
- Quoters retrieved 85
- Quoters in 24 hours 85
- Agency roster accounts in four hours 2
- In the Doomers launch directory yes (Doomers public launch directory, CC BY 4.0)

[Open the post on X](https://x.com/i/status/2102087563913609534)

## The Launch Post

The post as it was read, shown as written.

> Introducing Halo, the best framework for post-training of open-source models. Halo delivers up to 2.8x the throughput of stock TRL with less peak memory, while models stay in their native HuggingFace format. Star us on GitHub: https://t.co/3mAiUljdrN https://t.co/NDoydDUBWa

[@whitecircle](https://x.com/i/status/2102087563913609534)

## Quoters Over the First Four Hours

Cumulative quoters; the dashed line is the comparison launch (comparator nearest in account size).

Minute Marks: The minute after the launch post at which each quoter count was reached.

- 5th quoter 3
- 10th quoter 4
- 20th quoter 8
- 50th quoter 32
- 100th quoter not reached
- median minute of quotes in four hours 15

## Agency Claims

What agencies’ own public pages say about this launch, quoted as read.

No agency claim about this launch was found on the pages read.

## Who Quoted Early

Role of the accounts that quoted inside four hours, read from their bios.

- founder 21
- engineer or researcher 15
- creator 13
- other 11
- marketing or sales 5
- no role (no bio) 2
- investor 1

## Every Quoter in the First Four Hours

In order of the minute they quoted. Bios and names are shown as written.

Filters

**Filters**

Only Repeat quoters Sentinels On an agency roster Reset filters

68 of 68 quoters

| Account | Minute | Repeat quoter | Sentinel | Agency roster | X’s label | Role |
| --- | --- | --- | --- | --- | --- | --- |
| [@dedene](https://x.com/dedene) · Peter Dedene | 1 | yes | — | — | — | founder |
| [@MacdevM](https://x.com/MacdevM) · Mac | 1 | yes | — | — | — | founder |
| [@advprop](https://x.com/advprop) · Konstantin | 2 | — | — | — | — | engineer or researcher |
| [@fusioneery](https://x.com/fusioneery) · Vlad Abramov | 2 | — | — | — | — | other |
| [@mahanot_dikshit](https://x.com/mahanot_dikshit) · Dikshit Jain | 3 | yes | — | — | — | creator |
| [@mixedenn](https://x.com/mixedenn) · Denis Shilov | 3 | — | — | — | — | founder |
| [@Jtyles](https://x.com/Jtyles) · Jackson | 3 | yes | yes | — | — | creator |
| [@Ionkosm](https://x.com/Ionkosm) · Ion | 4 | yes | — | — | — | engineer or researcher |
| [@ai_for_success](https://x.com/ai_for_success) · AshutoshShrivastava | 4 | yes | — | — | — | creator |
| [@alijangm](https://x.com/alijangm) · alijan 🌎 | 4 | yes | — | — | — | marketing or sales |
| [@mekkcyber](https://x.com/mekkcyber) · MekkCyber | 4 | — | — | — | — | engineer or researcher |
| [@notiiivy](https://x.com/notiiivy) · ivy | 5 | yes | — | — | — | other |
| [@DanKulkov](https://x.com/DanKulkov) · Dan Kulkov | 6 | — | — | — | — | other |
| [@samtwtss](https://x.com/samtwtss) · Sameer | 6 | — | — | — | — | creator |
| [@pmitu](https://x.com/pmitu) · Paul Mit | 6 | yes | yes | — | — | founder |
| [@haukejung](https://x.com/haukejung) · Hauke 🌱🦀 | 6 | yes | — | — | — | founder |
| [@nidhisinghattri](https://x.com/nidhisinghattri) · Nidhi Singh | 8 | — | — | — | — | creator |
| [@kik0s_blah_blah](https://x.com/kik0s_blah_blah) · kikos | 8 | — | — | — | — | other |
| [@buildwithmaya](https://x.com/buildwithmaya) · Maya | 8 | yes | — | — | — | creator |
| [@karp_e_](https://x.com/karp_e_) · Egor Karpov | 8 | — | — | — | — | — |
| [@hii_mohit](https://x.com/hii_mohit) · Mohit Vaswani | 9 | yes | — | — | — | founder |
| [@buildwithsid](https://x.com/buildwithsid) · siddharth | 9 | yes | yes | — | — | creator |
| [@bukovinafilip](https://x.com/bukovinafilip) · Filip | 9 | yes | — | — | — | other |
| [@suraj_sharma14](https://x.com/suraj_sharma14) · Suraj Sharma | 9 | yes | — | — | — | creator |
| [@madsmadsdk](https://x.com/madsmadsdk) · Mads Sastakauskas | 10 | yes | — | — | — | founder |
| [@catalinmpit](https://x.com/catalinmpit) · Catalin | 10 | — | — | — | — | founder |
| [@TTrimoreau](https://x.com/TTrimoreau) · Thomas Trimoreau | 10 | yes | — | — | — | founder |
| [@RoliumGens](https://x.com/RoliumGens) · Vasko | 10 | — | — | — | — | engineer or researcher |
| [@eliumagulova](https://x.com/eliumagulova) · Lena Iumagulova | 11 | — | — | — | — | other |
| [@aditiitwt](https://x.com/aditiitwt) · Aditi | 12 | yes | yes | — | — | marketing or sales |
| [@hey_madni](https://x.com/hey_madni) · Madni Aghadi | 13 | yes | — | clickstrike.com | — | creator |
| [@kalashvasaniya](https://x.com/kalashvasaniya) · Kalash | 13 | yes | — | — | — | founder |
| [@leo1yu](https://x.com/leo1yu) · leo | 14 | yes | — | — | — | marketing or sales |
| [@DanielSmidstrup](https://x.com/DanielSmidstrup) · Daniel Smidstrup | 14 | yes | — | — | — | founder |
| [@knowixbuilds](https://x.com/knowixbuilds) · Knowix | 15 | yes | — | — | — | creator |
| [@outgr33d](https://x.com/outgr33d) · Ingrid Sommer | 16 | — | — | — | — | engineer or researcher |
| [@khushiirl](https://x.com/khushiirl) · Khushi | 16 | yes | yes | — | — | engineer or researcher |
| [@Igralino](https://x.com/Igralino) · Igor Iunash | 17 | — | — | — | — | other |
| [@sushilwtf](https://x.com/sushilwtf) · Sushil | 18 | — | — | — | — | founder |
| [@virgilerietsch](https://x.com/virgilerietsch) · Virgile RIETSCH | 18 | yes | — | — | — | founder |
| [@birdabo](https://x.com/birdabo) · sui | 18 | — | — | — | — | creator |
| [@BrianMRey](https://x.com/BrianMRey) · 𝗕𝗿𝗶𝗮𝗻 𝗥𝗲𝘆 | 19 | — | — | — | — | engineer or researcher |
| [@itsolelehmann](https://x.com/itsolelehmann) · Ole Lehmann | 20 | yes | — | — | — | creator |
| [@VynseDev](https://x.com/VynseDev) · Vincent | 21 | — | — | — | — | founder |
| [@unfairintern](https://x.com/unfairintern) · unfair.so intern | 22 | yes | — | — | — | other |
| [@ibragim_bad](https://x.com/ibragim_bad) · Ibragim | 23 | — | — | — | — | engineer or researcher |
| [@victor_bigfield](https://x.com/victor_bigfield) · Victor 🧢 | 24 | yes | — | — | — | founder |
| [@unfairdotso](https://x.com/unfairdotso) · unfair.so | 26 | yes | — | — | — | other |
| [@jasonkneen](https://x.com/jasonkneen) · Jason Kneen | 26 | — | — | — | — | engineer or researcher |
| [@hridaykadam](https://x.com/hridaykadam) · Hriday Kadam | 32 | yes | — | — | — | founder |
| [@adxtyahq](https://x.com/adxtyahq) · aditya | 36 | yes | yes | — | — | engineer or researcher |
| [@ngranati](https://x.com/ngranati) · Nicolas Granatino🌻 | 39 | — | — | — | — | engineer or researcher |
| [@kaif9998](https://x.com/kaif9998) · Kaif | 40 | yes | — | — | — | founder |
| [@DeniCodes](https://x.com/DeniCodes) · Deni | 43 | yes | — | — | — | marketing or sales |
| [@liamwhitecircle](https://x.com/liamwhitecircle) · Liam | 43 | — | — | — | — | other |
| [@DataChaz](https://x.com/DataChaz) · Charly Wargnier ♨️ | 45 | yes | yes | clickstrike.com | — | creator |
| [@DeevsDeevs](https://x.com/DeevsDeevs) · Deevs | 47 | — | — | — | — | — |
| [@_kaitodev](https://x.com/_kaitodev) · Kaito \| 海斗 | 49 | yes | — | — | — | founder |
| [@tyd3n_](https://x.com/tyd3n_) · Darius Pop | 53 | yes | — | — | — | founder |
| [@shiri_shh](https://x.com/shiri_shh) · shirish | 61 | yes | yes | — | — | other |
| [@aryannstarr](https://x.com/aryannstarr) · aryan | 68 | — | — | — | — | founder |
| [@riyadbkhsh](https://x.com/riyadbkhsh) · Riyad Bakhshiyev \| Lifto | 69 | yes | — | — | — | founder |
| [@vinogradovk](https://x.com/vinogradovk) · Konstantin Vinogradov | 89 | — | — | — | — | investor |
| [@giutheginger](https://x.com/giutheginger) · giulia de oliveira camargo | 148 | — | — | — | — | marketing or sales |
| [@arnavmehta007](https://x.com/arnavmehta007) · Arnav Mehta | 152 | — | — | — | — | engineer or researcher |
| [@pfernan95dev](https://x.com/pfernan95dev) · Pablo | 176 | yes | — | — | — | engineer or researcher |
| [@ferlogs](https://x.com/ferlogs) · Fernando | 190 | yes | — | — | — | engineer or researcher |
| [@oleg__smirnov](https://x.com/oleg__smirnov) · Oleg Smirnov | 224 | — | — | — | — | engineer or researcher |

Show all 68 rows

## What the numbers do not say

These counts show when public quotes of a launch post were posted and by which accounts. They do not show who asked anyone to post, whether money changed hands, or that the quoters acted together.

## Around This Launch

[All launches of whitecircle](https://anysite.io/research/launch-waves/companies/white-circle/) [Wave Radar for September 2026](https://anysite.io/research/launch-waves/radar/2026-09/) [Open this wave on the map](https://anysite.io/research/launch-waves/map/?launch=2102087563913609534) [Repeat quoters on record](https://anysite.io/research/launch-waves/accounts/) [How launch waves are read](https://anysite.io/research/launch-waves/method/)

New launch waves are reported first on @anysite_io.

[Follow @anysite_io →](https://x.com/anysite_io)

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## New Launch Waves, First on X

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