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Channel

MTVRS

@mtvrs_it

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Advertising · Posts · Cite this entry

667subscribers

-17 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-1001883079753
TypeChannel
Username@mtvrs_it
CreatedBetween 1 October 2022 and 30 September 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live12 October 2026
Measurements held9
Confirmed unchanged1 time, most recently 12 October 2026
On Telegramt.me/mtvrs_it

Topic

Technology — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 20 September 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Growth

667684675.57 August 2026 — 684 subscribers8 August 2026 — 684 subscribers16 August 2026 — 681 subscribers25 August 2026 — 680 subscribers1 September 2026 — 678 subscribers10 September 2026 — 677 subscribers18 September 2026 — 674 subscribers2 October 2026 — 670 subscribers12 October 2026 — 667 subscribers7 August 202612 October 2026
9 measurements spanning 66 days, net -17. 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 664–687 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
12 Oct 2026, 14:05667-3
2 Oct 2026, 18:57670-4
18 Sept 2026, 13:15674-3
10 Sept 2026, 23:58677-1
1 Sept 2026, 16:04678-2
25 Aug 2026, 02:16680-1
16 Aug 2026, 17:48681-3
8 Aug 2026, 02:31684no change
7 Aug 2026, 22:16684first reading

Engagement

14 posts held, back to 2 July 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 14 posts for this entry, the most recent from 5 August 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
20s
Average length
10s

Measured directly from 2 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.

Reaction mix

52 reactions across 14 posts, in 5 distinct kinds. The most used accounts for 32.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
👍1732.7%
🔥1528.8%
👏1325.0%
❤611.5%
💯11.92%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 14 of the 14 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 52 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 14 most recent posts we hold, published 2 July 2026 to 5 August 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Advertising

Ad load
7.14%
1 of 14 posts carry an ad marker
Regulatory tokens
1
posts carrying an erid · 1 distinct token
Median views · ads
134
over 1 measured post
Median views · rest
149
over 13 measured posts

An ad marker, not a judgement about a post. A post is counted here because it carries one of two explicit markings: an erid token, which Russian law has required on paid placements since 2022 and which is issued against a specific advertising contract, or a #реклама / #ad hashtag in the body, which is the channel declaring it itself. The first is documentary; the second is a self-declaration and is weaker. No classifier reads the text and decides — nothing on this site guesses that a post is an advertisement.

This is a floor, and it can only ever be a floor. A channel that runs paid placements without marking them produces no marker for us to count, and an unmarked ad is indistinguishable from an ordinary post on the public surface. The ad load above therefore means “the share of posts that declared themselves”, never “the share of posts that were paid for”. A low figure is not evidence of a channel that runs few ads.

Both figures are medians, and no ratio between them is published. Each is a view reading that actually occurred on a post, picked by percentile_disc rather than averaged, so one viral post cannot move it and no interpolated value is invented between two readings. The sample on one side is under five posts, which is too thin to compare. The two figures are shown side by side with the count behind each, and deliberately not divided into a headline like “ads get x% fewer views” — an arithmetic that is easy to print and, at this sample size, means nothing.

Advertising tokens recorded on this entry
eridPostsFirst seenLast seen
fabiolalli113 July 202613 July 2026

A token repeated across several posts is one advertising contract placed more than once, which is what the identifier is for. The strings are reproduced exactly as they appeared in the post or in its click-through URL and are not validated against any registry — we record the marker a channel published, and whether it resolves to a real contract is a question for the register that issued it.

Measured over the 14 most recent posts we hold, published 2 July 2026 to 5 August 2026. Views are the latest single reading held for each post, and any reading at or above 1,000 is rounded by Telegram to three significant figures.

Recent posts

5 Aug 2026, 13:31 UTC72 views4 reactionsread 8 August 2026
Photo

💣 LocalAI 4.8 è uscita ieri: 374 pull request in ventuno giorni, 25 persone che ci hanno messo mano, 11 alla prima contribuzione. Provo a raccontarla senza troppo tecnicismo (che ci vuole per capire bene), perché la parte tecnica interessa (aimhè) a poche persone mentre la conseguenza riguarda tutti. LocalAI è il motore che fa girare l'intelligenza artificiale sull'hardware che un'azienda già possiede (si stiamo pu…

🔥2❤1👏1

30 Jul 2026, 13:21 UTC109 views3 reactionsread 8 August 2026
Video

Stiamo lavorando a tante cose su LocalAI: dal prodotto (a breve una bomba atomica sul tema AI locale), alla crescita del progetto opensource e della community, ma soprattutto nella semplificazione dell'adozione dell'AI dentro le aziende. E questo che vedete qui sotto è esattamente uno di questi temi. Codice: https://lnkd.in/d74ZVBXv Modelli: https://lnkd.in/dHtxJzKX LocalAI: https://lnkd.in/ddRY2KGH Questa settiman…

👍1👏1🔥1

23 Jul 2026, 06:25 UTC151 views5 reactionsread 8 August 2026
Photo

Alla terza volta esce giusta. L’hai corretto due volte, gli hai detto che quel cliente vuole una cosa e non un’altra, che in quel contesto non si apre mai dal prezzo, che una proposta senza un certo paragrafo non regge. Al terzo tentativo la risposta è esattamente quella che avresti scritto tu, e ti senti efficiente. In quell’istante qualcosa è passato da te al modello, e non era la risposta. Quello che è passato è …

👍3👏1🔥1

20 Jul 2026, 11:14 UTC155 views3 reactionsread 8 August 2026

Baseten a 13 miliardi e il paradosso dell’inferenza a basso costo Il 18 giugno il Wall Street Journal ha scritto che Baseten sta chiudendo un round da 1,5 miliardi di dollari, con una valutazione che arriva fino a 13. Quattro giorni dopo l’azienda lo ha confermato: Series F, guidato da Altimeter, Conviction e Spark Capital. A gennaio la stessa Baseten valeva 5 miliardi, a settembre 2025 ne valeva poco più di due. Se…

👍1👏1🔥1

19 Jul 2026, 08:21 UTC146 views3 reactionsread 8 August 2026

Startup AI, il vantaggio competitivo passa dalla fiducia operativa Continua la mia rubrica su EconomyUp, Da Zero a Loop: in questa uscita parlo di tracciabilità, trust e governabilità Qui l'articolo : https://www.economyup.it/startup/startup-ai-il-vantaggio-competitivo-passa-dalla-fiducia-operativa/

👍1👏1🔥1

16 Jul 2026, 07:01 UTC183 views4 reactionsread 8 August 2026
Photo

Model router: come funziona il middleware che smista le richieste AI Tra l’applicazione e i modelli è comparsa una casella che diciotto mesi fa non esisteva. Si chiama model router, intercetta ogni richiesta e decide quale modello deve rispondere prima che la richiesta parta, e nel giro di pochi mesi ha sviluppato un mercato suo, con prodotti commerciali, progetti open source e paper accademici che se la contendono.…

👍2👏1🔥1

14 Jul 2026, 07:10 UTC150 views3 reactionsread 8 August 2026
Photo

Work e GPT-5.6: OpenAI trasforma ChatGPT nella piattaforma del lavoro ChatGPT Work è l’agente che OpenAI ha lanciato il 9 luglio 2026 con GPT-5.6 Sol, Terra e Luna. Non risponde, consegna fogli e slide, documenti e siti, dentro un’unica app che unifica Chat, Work e Codex. Funzionalità, modelli, centralizzazione della piattaforma e confronto con Claude Cowork, Manus e gli agenti di Microsoft, Google e Salesforce Ne …

👍1👏1🔥1

13 Jul 2026, 06:13 UTC134 views4 reactionsread 8 August 2026
Advertisementerid fabiolalliPhoto

Governare il significato: l'ontologia, l'infrastruttura invisibile dell'AI in azienda Ci sono parole che sembrano tecniche e invece decidono il futuro di un'azienda. Ontologia è una di queste: molti ne parlano, pochi sanno come gestirla all'interno dell'azienda. Ho scritto un paper per spiegare perché. Si chiama Govern Meaning ed è il primo degli AI Strategy Papers di ZeroFive.AI. La parola "cliente", per fare un …

❤2👏1🔥1

10 Jul 2026, 08:34 UTC137 views3 reactionsread 8 August 2026
Photo

AI bill shock: la bolletta dei token è arrivata, come previsto Il conto è arrivato, e ha pure un nome. Da mesi, tra le chiamate con i clienti e i pezzi che scrivo, ripeto la stessa cosa: il costo dei token non è un dettaglio da smanettoni, è la prossima voce che finisce sul tavolo del CFO. A marzo lo scrivevo su AI4Business, parlando di governo economico dei token come disciplina ancora da costruire. A maggio, qui s…

👍1👏1🔥1

8 Jul 2026, 05:50 UTC155 views4 reactionsread 8 August 2026

L’Europa e l’AI di frontiera che non controlla Per anni l’Europa ha scritto regole per un’intelligenza artificiale che non costruisce. Questo piano è il primo documento che lo dice ad alta voce, con parole sue: le capacità di frontiera nascono per lo più fuori dai confini dell’Unione, e la loro disponibilità dipende da processi decisi altrove, spesso poco trasparenti. La cybersicurezza, letta così, non è un problema…

❤1👍1👏1🔥1

7 Jul 2026, 12:06 UTC149 views4 reactionsread 8 August 2026

Metacognizione e AI: usare il modello senza perdere la testa C’è un gesto che faccio decine di volte al giorno senza pensarci. Apro una chat, scrivo una richiesta, ricevo una risposta buona, la uso. Funziona così bene che ho smesso di chiedermi una cosa: dopo, quella competenza è mia o l’ho solo presa in prestito? La domanda sembra astratta finché non provi a rifare da solo qualcosa che la settimana prima avevi dele…

👍2👏1🔥1

3 Jul 2026, 15:42 UTC192 views3 reactionsread 8 August 2026
Photo

Paghi in token. Ma stai pagando due fatture. La prima la leggi ogni mese. La discuti, la rinegozi. Opex, capitolo noto. La seconda non te la manda nessuno. Si misura in conoscenza trasferita, non in euro, e cresce esattamente quando l'adozione funziona meglio. Più l'AI lavora bene per te, più la logica con cui operi passa attraverso di lei. E se quel "lei" non è tuo, la risposta dovrebbe essere facile https://www.…

❤1👏1🔥1

Showing the 12 most recent of 14 posts we hold for @mtvrs_it. 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.

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 12 October 2026 — this entry's latest reading, not the date you are reading this.

“MTVRS” (@mtvrs_it), 667 subscribers as measured 12 October 2026. Telegram Register, tgregister.com/channel/mtvrs_it.

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.