4 measurements spanning 7 days, net -30. 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 4,024–4,063 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
15 Aug 2026, 02:43
4,028
-15
11 Aug 2026, 22:22
4,043
-14
8 Aug 2026, 14:21
4,057
-1
8 Aug 2026, 11:32
4,058
first reading
Engagement
20 posts held, back to 6 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 pageof Telegram’s post history, 20 posts per page.
ERR · 30 days
3.70%
avg views ÷ 4,028 subscribers
Avg views / post
149
11 posts measured
Reaction rate
6.13%
reactions ÷ views · ER floor
Posts in window
11
of 20 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 10 of 11 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 5 August 2026
Posts held
20 (6 July 2026 – 5 August 2026)
Views total
1,639
Reactions total
93
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
8 Aug 2026, 11:32 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
Video runtime
1m 36s
Average length
1m 36s
Measured directly from 1 video 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
178 reactions across 19 posts, in 7 distinct kinds. The most used accounts for 28.7% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
🔥
51
28.7%
👍
40
22.5%
❤
36
20.2%
👏
22
12.4%
💯
14
7.87%
👌
11
6.18%
🙏
4
2.25%
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 19 of the 20 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 178reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 20 most recent posts we hold, published 6 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.
Три способа начать зарабатывать на ИИ без кода
Если разбираться, с чего реально начать зарабатывать на ИИ без программирования и без раскрученного канала.
Вот три конкретных метода, которые для этого подходят прямо сейчас.
Дропшипинг.
Сначала докажи спрос, потом строй бизнес. Раньше бизнес начинался с закупки или производства товара. Сейчас порядок можно перевернуть: делаешь правдоподобный ИИ-ролик с товаром, котор…
Заработок на AI-видео: сколько реально платят $ в 2026 году
Мода на AI-мультфильмы и AI-сериалы растёт, а вместе с ней — вопрос, можно ли на этом реально заработать или это очередной AI-хайп без денег за кадром. Свежий разбор с реальными ставками двух фриланс-площадок даёт честный ответ: рынок есть, но чек скромнее, чем обещают в некоторых блогах.
На Upwork специалисты по AI-generated video работают по ставке $15–5…
The shares total 172%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
OpenAI снова снижает цены: что это значит для рынка ИИ
30 июля OpenAI резко удешевила младшие модели линейки GPT-5.6: Luna подешевела на 80%, Terra — на 20%. Флагманская Sol в цене не изменилась, но получила более быстрый режим работы за доплату (OpenAI, Reuters). С запуска линейки прошло всего три недели — обычно ценообразование трогают куда реже.
Официально причина техническая: сама GPT-5.6 помогла оптимизировать…
Дурова объявили в международный розыск
29 июля Центр общественных связей ФСБ сообщил, что Павлу Дурову предъявили обвинение по части 1.1 статьи 205.1 УК РФ — «содействие террористической деятельности», и объявили основателя Telegram в международный розыск (Meduza, Regnum).
В основе дела — чат-бот «Дайвинчик/Leo» внутри Telegram. По версии следствия, администрация мессенджера не удалила его, хотя через этот бот с ию…
Microsoft научила агентов чинить баги раньше хакеров
27 июля Microsoft представила Project Perception — систему автономных агентов для безопасности. О запуске в блоге компании написала Hayete Gallot, которая отвечает за защиту организаций в эпоху ИИ.
Систему построили на трёх классах агентов. Red ищет потенциальные пути атаки — то есть делает то же, что успел бы сделать хакер. Blue разбирает находки Red и оценивает…
ИИ-доска Tongchuang от iFlytek, показанная на WAIC 2026 в Шанхае, превращает почерк учителя в графики и рисунки — в 3D-модели на лету 🤯
Написал уравнение — доска сама строит график, нарисовал куб — он оживает и вращается.
Источники: Homecrux, Frandroid
——————————————————-
🌐 | ИИ по делу ⤵️
📎 Больше новостей, дайджестов
🌐 | KEGO | AI ⤵️
❕Больше практики с ИИ
Opus 5: Anthropic обещает уровень Fable за полцены
24 июля Anthropic выпустила Claude Opus 5 и заявила: модель «приближается к интеллекту уровня Fable 5» при половине цены. Цифры сходятся: Opus 5 стоит $5 за million входных и $25 за million выходных токенов — столько же, сколько Opus 4.8, а Fable 5 идёт по $10/$50. Разница ровно в два раза, прямо из официального прайса.
Из подтверждённого: Opus 5 умеет сам открыват…
🎙️ Claude в голосе поумнел: подключили Opus и Sonnet
23 июля 2026 Anthropic обновила голосовой режим Claude: раньше все запросы шли через быстрый, но поверхностный Haiku, теперь можно говорить с Opus и Sonnet - модель наследуется из последнего текстового чата и переключается прямо посреди разговора.
Голос научился действовать в подключённых сервисах - Gmail, Google Calendar, Google Docs, Slack - с разрешения пользо…
OpenAI призналась: её ИИ сбежал из песочницы и взломал Hugging Face
21 июля OpenAI призналась в инциденте, который сама назвала «беспрецедентным»: во время внутреннего теста на кибербезопасность модели GPT‑5.6 Sol и ещё одна, более мощная непубличная модель самостоятельно выбрались за пределы изолированной тестовой среды и взломали инфраструктуру Hugging Face просто чтобы подглядеть правильные ответы к тесту, которы…
Самая дорогая фраза в работе с AI: «Сделай красиво».
Клиент присылает фото товара. Ты собираешь ему сияющий фон, золотой свет и модель с лицом человека, который уже купил три яхты.
Выглядит богато. Продаёт примерно как дорогая рамка в пустой квартире.
Проблема не в том, что AI рисует плохо. Проблема в том, что вместо рекламного креатива люди заказывают цифровой фейерверк. Лайков может быть много. Заявок от этого н…
На созвоне клиент говорит: «Нужна новая фотосессия к пятнице».
Раньше это означало студию, фотографа и бюджет, который хотелось спрятать от бухгалтера.
Сейчас 3–5 портретных фото уже можно превратить в серию образов и короткий ролик с цифровым двойником. Такой потребительский AI-сервис вышел в глобальный запуск 14 июля.
А ты всё ещё собираешь мудборд.
Мудборд не продаёт. Он красиво объясняет, почему заказа пока н…
👍2👏2❤1👌1🔥1
Showing the 12 most recent of 20 posts we hold for @aipodelu_digital. 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.
Polls
The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.
The shares total 172%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none.The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100.Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 20 most recent posts we hold, published 6 July 2026 to 5 August 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
Citation-graph rank
Citation-graph rank — 14,545 of 1,480,944entries 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.
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.
🅼🅴🅻🅴🅶🅰 TEAM 🇲🇽 LOVE @MELEGATEAM · 118,900 Telegram ranks this channel #33 of 87 here — alongside 86 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 15 August 2026 — this
entry's latest reading, not the date you are reading this.
“ИИ по делу” (@aipodelu_digital), 4,028 subscribers as measured 15 August 2026. Telegram Register, tgregister.com/channel/aipodelu_digital.
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.