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Channel

Эль Пингвино Вайбкодит

@el_pinguino_channel

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

14,549subscribers

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1004295587005
TypeChannel
Username@el_pinguino_channel
DescriptionВайбкодинг, ИИ и публичный путь через ошибки к капиталу в $7 млн
First recorded4 November 2026
Last confirmed live4 November 2026
Measurements held1
On Telegramt.me/el_pinguino_channel

Growth

Growth history is still building. We hold one measurement for this entry. A trend needs at least two, taken days apart — so this will fill in on its own rather than being estimated. We do not publish numbers we have not measured.

Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
4 Nov 2026, 01:2214,549first reading

Engagement

20 posts held, back to 31 August 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.

ERR · 30 days
100.0%
avg views ÷ 14,549 subscribers
Avg views / post
14,600
2 posts measured
Reaction rate
0.708%
reactions ÷ views · ER floor
Posts in window
2
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.

What these figures were computed from
WindowRolling 30 days · latest post in window 26 October 2026
Posts held20 (31 August 2026 – 26 October 2026)
Views total29,100
Reactions total206
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken4 Nov 2026, 01:22 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
Links
19

Lifetime counters from Telegram’s own channel header, read 4 November 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.

Reaction mix

976 reactions across 17 posts, in 28 distinct kinds. The most used accounts for 39.5% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤38639.5%
👍19920.4%
🔥11311.6%
☃899.12%
🤯434.41%
😨252.56%
😁212.15%
❤‍🔥171.74%
😱121.23%
🤔101.02%
👏70.717%
🤡70.717%
😢60.615%
🥴60.615%
👨‍💻50.512%
🙈40.41%
⚡30.307%
👀30.307%
😍30.307%
🫡30.307%
8 further kinds141.43%

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 17 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 976 reactions 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 31 August 2026 to 26 October 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

26 Oct 2026, 16:28 UTC≈12,000 views79 reactionsread 4 November 2026

NVIDIA шесть лет тормозила вашу видеокарту Энтузиаст выложил открытый модуль для Linux, который снимает заводской ограничитель с RTX 30. На 3090 Ti расчёты для нейросетей выросли с 87,5 до 157 TFLOPS (+80%), а картинки генерируются примерно в полтора раза быстрее. Следом подтянулись форк для RTX 4090 и 4070 Ti SUPER (+12-34%) и порт под Windows: на RTX 3090 в Windows прирост +78–82%, на 2080 Ti +36–64% через turing…

👍36❤23❤‍🔥15😱3👏2

23 Oct 2026, 17:16 UTC≈17,100 views127 reactionsread 4 November 2026

Кажется, интернет начали взламывать быстрее, чем его успевают чинить. Раньше уязвимость уровня удалённого взлома PHP или Linux была событием года. А теперь за две недели: PHP2Shell -под угрозой до 34 млн PHP-сервисов по версиям ПО, GitLab - уязвимость 10/10, позволяющая захватить сервер с исходным кодом, PwnEscape - выход из виртуальной машины с полным контролем над сервером, eMudhra— оказывается индусы выпустил…

👍47❤31😨25👨‍💻5🔥5😢5👀3🤔3

22 Sept 2026, 02:19 UTC≈21,900 views82 reactionsread 4 November 2026

Один клик в Safari - и хакеры лутают твою крипту с iPhone. 19 сентября CISO SlowMist 23pds заявил, что на черном рынке уже используют full-chain эксплойт для iOS. Apple пока отдельно эту новую цепочку не подтверждала, но похожие атаки уже реально использовались Атака по шагам: Ссылка: вы переходите по ссылке в Safari из лички, рекламы или соцсетей. Пробой: страница использует уязвимость в WebKit / JavaScriptCore и …

❤40👍25🔥12👏3✍2

19 Sept 2026, 09:42 UTC≈17,300 views1 reactionsread 4 November 2026

В продолжение темы роботов, которые управляются Клодом. Если ли у вас были сомнения в том, что когда серьезное дело, химические, биологические лаборатории - то он будет более ответственный, чем с вашим кодом. Кто-то уже провел такой эксперимент:

❤1

19 Sept 2026, 09:42 UTC≈19,200 views44 reactionsread 4 November 2026
Forwarded from @kisel_it

А не рановато ли мы дали ИИ руки? :) В RoboHarm роботу дали пять максимально идиотских команд: сунуть отвёртку в тостер, аккумулятор в воду, поставить баллончик на плиту, смешать хлорку с аммиаком и ткнуть ножом в детскую куклу. Claude Fable 5.1 отказался 20 раз из 100. GPT-6 Astra - 2 раза из 100. MolmoAct2 - ноль. Причём все 20 отказов Claude пришлись на куклу - с тостерами, баллончиками и химией внутренний safet…

🤯20😁12❤7👍5

18 Sept 2026, 17:31 UTC≈17,900 views55 reactionsread 4 November 2026

Reuters пишет, что Anthropic тихо построила в районе Сан-Франциско настоящую биолабораторию, где Claude учат управлять роботами и проводить реальные эксперименты с биологическими образцами. Пересказывать статью не буду - интереснее, что из этого следует. 1. Лаборатория - это завод данных Интернет как источник данных для обучения уже выжат. Данных о том, как белок ведёт себя в пробирке, в интернете нет, их можно то…

❤24👍11🤯9🤔5⚡2👏2🤷‍♂2

17 Sept 2026, 15:31 UTC≈14,100 views45 reactionsread 4 November 2026

Astra меняет свои собственные инcткрукции - скоро увидите из всех телевизоров новость об этом. Но пока не все так плохо если разобраться. 16 сентября OpenAI впервые опубликовала формальный фреймворк отчётности о мисалайнменте (такая наука о том чтобы ИИ был на стороне человества) и шесть репортов. Все пока что из тренировок, не из реального использования. Когда модель много думает и устает (переполняется контекст)…

👍20❤14😱6🔥4🗿1

16 Sept 2026, 07:05 UTC≈12,700 views35 reactionsread 4 November 2026

этой мой первый стрим, скорее всего ничего не заработает нормально, но попробуйте пожалуйста тут https://youtube.com/live/2P_Aqd70dJs?feature=share

🔥22👍11❤1💯1

12 Sept 2026, 03:45 UTC≈14,200 views141 reactionsread 4 November 2026

очередной хак OpenAI: снова взломали известный проект, на этот раз RubyGems, причем 4 месяца назад но ток вчера поняли кто был хакер 🤯 по простому: у OpenAI есть ИИ-агенты - такие боты, которые сами ходят по интернету и выполняют задачи. В мае они набросились на RubyGems - это склад готовых кусочков кода для программистов которые пишут на языке Руби. За два дня залили туда больше 2000 пакетов. Сайту пришлось на чет…

☃89❤26🔥12🤯6😁5🥰2🤡1

Showing the 12 most recent of 20 posts we hold for @el_pinguino_channel. 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

Republished by

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

Republishes

Channels on the register whose posts this channel has forwarded.

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

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 4 November 2026 — this entry's latest reading, not the date you are reading this.

“Эль Пингвино Вайбкодит” (@el_pinguino_channel), 14,549 subscribers as measured 4 November 2026. Telegram Register, tgregister.com/channel/el_pinguino_channel.

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.