Telegram RegisterThe public register of Telegram

Channel

Виктор Тимонин | Нейросети

@mashtabnamillion

On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Telegram's recommendations · Cite this entry

744subscribers

+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-1001660427920
TypeChannel
Username@mashtabnamillion
CreatedBetween 1 December 2021 and 30 April 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live8 August 2026
Measurements held2
On Telegramt.me/mashtabnamillion

Growth

7447 Aug 2026, 13:32 — 744 subscribers8 Aug 2026, 02:02 — 744 subscribers7 Aug 2026, 13:328 Aug 2026, 02:02
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 743–745 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
8 Aug 2026, 02:02744no change
7 Aug 2026, 13:32744first reading

Engagement

18 posts held, back to 30 April 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
4.57%
avg views ÷ 744 subscribers
Avg views / post
34.0
3 posts measured
Reaction rate
4.23%
reactions ÷ views · ER floor
Posts in window
3
of 18 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. It is computed over the 2 of 3 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 25 July 2026
Posts held18 (30 April 202625 July 2026)
Views total102
Reactions total3
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken8 Aug 2026, 02:02 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
766
Videos
218
Links
388

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. Below Telegram’s rounding threshold, so these counts are exact.

Video runtime
3m 07s
Average length
47s

Measured directly from 4 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

4 reactions across 3 posts, in 2 distinct kinds. The most used accounts for 50.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
👏250.0%
🔥250.0%

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 4 of the 18 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 4reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 18 most recent posts we hold, published 30 April 2026 to 25 July 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.

Recent posts

25 Jul 2026, 08:31 UTC30 views1 reactionsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

Обещал - делаю. Инструкция: как собрать себе ИИ-монтажера за 10 минут. Бесплатно, локально, без сторонних сервисов. Кидаешь ему видео и пишешь: "найди лучшие моменты, обрежь, склей в Reels до 60 секунд" . Через 3 минуты получаешь готовый MP4. Вот как это настроить. Что понадобится: 1. Claude Code - это ИИ Агент от Anthropic, работает в терминале. Подписка $20/мес (Max) или $100/мес (Max 5x). Можно бесплатно на cl

🔥1

21 Jul 2026, 13:37 UTC41 views2 reactionsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

OpenAI заблокировал моего ИИ-юриста для массового пользования (и теперь с ним работать могу только я) Не за спам. Не за вредный контент. Не за нарушения. За то, что он слишком хорошо работает. История. Я создал GPT-ассистента для анализа договоров. Загружаешь договор - он разбирает каждый пункт, находит риски, подсвечивает ловушки, объясняет простым языком что означает мелкий шрифт, изучает контрагента, дает лучши

👏2

21 Jul 2026, 13:19 UTC31 viewsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

Ты тоже ищешь "волшебный промпт для красивой презентации"? Я создал 30+ презентаций для вебинаров и корпоративных обучений. Все - с помощью ИИ. И вот что понял: нет волшебных скиллов. Есть система. Представь: берёшь топовый промпт. Пишешь запрос. Получаешь... шаблон. Как у всех. Без характера. Без узнаваемости. Потому что скиллы без архитектуры - это как краска без стены. Красиво в банке, бесполезно в деле. Что

16 Jul 2026, 08:15 UTC39 viewsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

Прошел курс по нейросетям. Вдохновился. Попробовал. Не получилось. Забросил. Знакомо? Я вижу это снова и снова. Люди приходят на обучение, получают навыки, горят идеями. А через месяц - тишина. Не потому что тупые. Не потому что курс плохой. А потому что между "я умею" и "мне платят" - целая пропасть И в эту пропасть падают 80% выпускников любого курса. Вот как это выглядит изнутри: Настроил бота - а кому его

15 Jul 2026, 11:35 UTC43 views0 reactionsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

📌📌📌📌📌📌📌 Большинство корпоративных выступлений про ИИ заканчиваются одинаково: красиво, умно и непонятно, что делать завтра. Я работаю по-другому. И решил тут поделится, что бы вы тоже это знали. Провожу закрытые выступления, стратегические сессии и корпоративные интенсивы для собственников, топ-менеджеров и команд. Без академического языка, перегруженных слайдов и лекций на 2 часа. Моя задача - объяснить сложные

15 Jul 2026, 11:33 UTC31 viewsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

#ПОЛЬЗА Экономим до 92% токенов при работе с ИИ 🔥 Нашел бесплатный инструмент SQZ, который сжимает контекст до того, как он попадет в нейросеть. Как это работает: Если ИИ Агент несколько раз читает один и тот же файл, SQZ отправляет его полностью только при первом чтении При повторных обращениях файл заменяется короткой ссылкой примерно на 13 токенов Логи, JSON, результаты тестов и команды очищаются от повторов и

13 Jul 2026, 08:57 UTC31 viewsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

Представь: ты просыпаешься утром, а на телефоне уже пуш от ИИ Агента. "Сегодня 2 встречи, 3 важных письма. Фокус дня - доделать воронку продаж." Не ты полез в почту. Не ты открыл календарь. ИИ сам все собрал, пока ты спал. Я сегодня настроил себе такую систему за 30 минут. Два ИИ-автомата, которые теперь работают без меня: 1. Утренний брифинг: Каждый день в 8:00 облачный агент Claude: - проверяет мой Google Cal

7 Jul 2026, 11:58 UTC54 viewsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

Я запускаю серию постов про вайбкодинг. Но начну не с теории - а с пользы. В сети появились предложения с долгосрочной подпиской Google AI Pro - 18 месяцев. Активация идет напрямую на твой личный аккаунт. Без передачи паролей. Что внутри и зачем это нужно: Gemini - топовый ИИ от Google. Анализирует документы на 100+ страниц за секунды, пишет и проверяет код, работает с таблицами и PDF. Можно загрузить договор - он

5 Jun 2026, 19:10 UTC86 viewsread 8 August 2026
Forwarded from @aievolutionmoney

Сегодня стартовало новое обучение по эффективному использованию нейросетей Офлайн 👍🏻

2 Jun 2026, 05:41 UTC111 views1 reactionsread 8 August 2026
Forwarded from @aievolutionmoneyPhoto

Знаешь что меня больше всего бесит в ИИ? Одно и то же. Каждый. Раз. 😤 Ты говоришь "не ставь длинное тире". Он исправляет. Следующая сессия - снова длинное тире. Говоришь "пиши без пустых строк для Телеграма". Исправляет. Новая сессия - опять простыня с пробелами. Это как сотрудник, который каждое утро забывает всё что выучил вчера. Но в Claude Code есть штука, которая это ломает. Называется само

🔥1

Showing the 12 most recent of 18 posts we hold for @mashtabnamillion. 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.

Forward network

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.

Appears in Telegram’s recommendations for other channels

The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.

Мастер дня | Привычки
@Master_of_Habits · 119,044
Telegram ranks this channel #9 of 65 here — alongside 64 others — read 14 August 2026

This channel appears in 1 seed channel's Telegram-generated recommendation list in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.

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.

“Виктор Тимонин | Нейросети” (@mashtabnamillion), 744 subscribers as measured 8 August 2026. Telegram Register, tgregister.com/channel/mashtabnamillion.

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.