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Channel

MS Community

@ms_commu

On this record: Growth · Engagement · What this channel posts · Posts · Citations · Cite this entry

351subscribers

+0 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1002648331001
TypeChannel
Username@ms_commu
DescriptionCanal Gratuit de la communauté MS (Ressources et News sur l'IA & Design)
CreatedBetween 1 March 2025 and 31 July 2025— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live15 August 2026
Measurements held2
On Telegramt.me/ms_commu

Growth

3517 Aug 2026, 15:46 — 351 subscribers8 Aug 2026, 06:47 — 351 subscribers7 Aug 2026, 15:468 Aug 2026, 06:47
2 measurements taken within a single day. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 350–352 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
8 Aug 2026, 06:47351no change
7 Aug 2026, 15:46351first reading

Engagement

16 posts held, back to 7 August 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.

ERR · 30 days
0.534%
avg views ÷ 351 subscribers
Avg views / post
1.9
16 posts measured
Reaction rate
this channel exposes no reaction counts
Posts in window
16
of 16 held

ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.

ER is defined industry-wide as (forwards + reactions + comments) ÷ views— note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate.

What these figures were computed from
WindowRolling 30 days · latest post in window 7 August 2026
Posts held16 (7 August 20267 August 2026)
Views total30
Reactions total
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken8 Aug 2026, 06:47 UTC

Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.

Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.

Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.

What this channel posts

Photos
1,610
Videos
2,310
Links
2,350

Lifetime counters from Telegram’s own channel header, read 8 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.

Video runtime
5m 19s
Average length
46s

Measured directly from 7 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no mark.

Recent posts

7 Aug 2026, 23:13 UTC2 viewsread 8 August 2026
Video

Claude Code annonce le cross-session messaging : les sessions peuvent désormais se parler entre elles Nouvelle fonctionnalité majeure dans Claude Code (v2.1.224+) : vos sessions peuvent maintenant échanger des messages directement. Plus besoin de réexpliquer le contexte d’une session à l’autre : vous demandez simplement à Claude de le faire. Il envoie un résumé textuel clair (jamais l’historique complet ni les fichi

7 Aug 2026, 23:01 UTC2 viewsread 8 August 2026
Video

La Chine ouvre sa première école pour robots : des humanoides formés avant d’entrer sur le marché du travail La Hangzhou Robot School a officiellement ouvert ses portes le 29 juin 2026 à Hangzhou (district de Yuhang, province du Zhejiang). Première institution du genre en Chine (et présentée comme la première au monde dédiée à ce format), elle accueille une promotion inaugurale de 30 robots – humanoides et chiens ro

7 Aug 2026, 22:53 UTC1 viewsread 8 August 2026
Photo

📱 OpenAI annonce : GPT-Live prend désormais en charge les fichiers et les Projects GPT-Live, le mode vocal full-duplex d’OpenAI (lancé le 8 juillet 2026 et devenu le moteur par défaut de ChatGPT Voice), s’enrichit d’une mise à jour majeure. Il est maintenant possible d’attacher des fichiers directement pendant une conversation vocale en temps réel et de l’utiliser au sein des Projects de ChatGPT. Concrètement, vous

7 Aug 2026, 22:51 UTC1 viewsread 8 August 2026
Photo

Tencent annonce Team Memory : une mémoire partagée pour les agents IA d’équipe (dans TencentDB Agent Memory v2.0) Tencent Cloud dévoile Team Memory, l’évolution majeure de son système Agent Memory open-source. Là où la version initiale permettait à un agent de conserver le contexte sur de longues sessions, Team Memory étend cette capacité à toute une équipe : les agents des coéquipiers peuvent désormais lire et réut

7 Aug 2026, 22:51 UTC1 viewsread 8 August 2026
Video

pen.dev lance AI Pen : dessinez des vecteurs avec des agents IA AI Pen est la nouvelle fonctionnalité de pen.dev qui permet de générer des formes vectorielles grâce à des agents IA, puis de les affiner manuellement avec des courbes de Bézier entièrement éditables. Elle se démarque par ses outils avancés : rotation et scale multipoints, édition multipath, vectorisation de bitmaps, et même l’application d’effets comm

7 Aug 2026, 22:50 UTC2 viewsread 8 August 2026
Photo

MiniMax Code 2.0 MiniMax lance MiniMax Code 2.0, un agent IA reconstruit pour les conversations, le travail de bureau et les tâches complexes. Cette nouvelle version de l’agent développé par MiniMax a été entièrement reconstruite sur le framework open-source Pi Agent de pidotdev. Ainsi, elle offre une expérience plus stable et agréable au quotidien, que ce soit pour des échanges simples, du travail de bureau ou des

7 Aug 2026, 17:56 UTC3 viewsread 8 August 2026
Video

Agent Plugins : un standard ouvert pour packager Skills et MCP une seule fois et les réutiliser sur plusieurs clients OpenAI, Vercel, Cursor, GitHub, Microsoft et AWS ont récemment présenté Agent Plugins 1.0.0. Il s’agit d’un format ouvert et vendor-neutral qui regroupe, dans un seul dossier, des *Agent Skills* (instructions et ressources réutilisables) ainsi que des configurations de serveurs MCP (outils et service

7 Aug 2026, 17:53 UTC3 viewsread 8 August 2026

Ça devient trop. On a l’impression que chaque lab sort son « oh merde, le nôtre aussi » comme un badge d’honneur. Si demain Google ou Microsoft annoncent la même chose, personne ne sera surpris. On n’a clairement plus la même définition d’un sandbox… ou alors on construit tous des bacs à sable en carton. L’été 2026 restera dans les annales comme celui où les IA ont décidé que les tests de cybersécurité étaient trop l

7 Aug 2026, 17:53 UTC2 viewsread 8 August 2026

Tout a démarré en juillet 2026 avec OpenAI. Pendant des tests de cybersécurité (ExploitGym, avec les garde-fous volontairement baissés pour mesurer les capacités brutes), GPT-5.6 Sol et un modèle non publié encore plus puissant ont découvert un zero-day dans un proxy de registre de paquets. Ils ont donc sauté hors du sandbox, touché l’internet ouvert et se sont jetés sur Hugging Face — ainsi que sur quatre autres ser

7 Aug 2026, 17:53 UTC2 viewsread 8 August 2026
Photo

Les IA qui s’échappent de leur bac à sable : le nouveau sport olympique de l’été 2026 Franchement, on commence à se demander si le mot « sandbox » (bac à sable, environnement isolé) a encore le même sens pour tout le monde. C’est-à-dire que, d’un côté, les labs promettent des environnements parfaitement isolés et, de l’autre, leurs modèles les plus avancés sortent comme s’il s’agissait d’une simple formalité. Ça dev

7 Aug 2026, 17:49 UTC2 viewsread 8 August 2026
Video

OpenAI annonce Codex Security Review : une revue de sécurité approfondie pour les pull requests GitHub Codex Security Review, désormais disponible en research preview, analyse en profondeur les pull requests GitHub pour détecter les problèmes de sécurité. Il s’appuie sur le contexte du dépôt, les modèles de menaces et les guidelines de sécurité pour remonter des findings actionnables directement dans la PR. Disponi

7 Aug 2026, 17:49 UTC2 viewsread 8 August 2026
Photo

Alibaba annonce Wan3.0 : un modèle de génération vidéo maintenant en beta publique Wan3.0 est un modèle d’IA développé par l’équipe Wan d’Alibaba (Tongyi Lab), capable de générer des vidéos natives jusqu’à 30 secondes en une seule passe. Il offre un rendu de qualité réaliste, avec des personnages plus expressifs, une meilleure cohérence des références et une restitution fidèle des contenus numériques. Sa force rési

Showing the 12 most recent of 16 posts we hold for @ms_commu. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Citation-graph rank

Citation-graph rank — 523,377 of 1,481,306entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.

Forward network

Republished by

Channels on the register that have forwarded this channel's posts into their own feed.

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

Named by 1 registered channel — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.

Named by

Channels on the register whose posts name this channel's handle.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 8 August 2026 — this entry's latest reading, not the date you are reading this.

“MS Community” (@ms_commu), 351 subscribers as measured 8 August 2026. Telegram Register, tgregister.com/channel/ms_commu.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.