Telegram RegisterThe public register of Telegram

Channel

KIO Robotiks 🌀

@kio_robotiks

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

198subscribers

+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-1001680618569
TypeChannel
Username@kio_robotiks
DescriptionMathematical news, programming and the philosophy behind it all. Neural bot @KIO_neyro_bot P2E Minecraft server @YohannesDal
CreatedBetween 1 December 2021 and 31 March 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/kio_robotiks

Growth

1987 Aug 2026, 15:52 — 198 subscribers8 Aug 2026, 11:33 — 198 subscribers7 Aug 2026, 15:528 Aug 2026, 11:33
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 197–199 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
8 Aug 2026, 11:33198no change
7 Aug 2026, 15:52198first reading

Engagement

17 posts held, back to 4 November 2025the 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
7.07%
avg views ÷ 198 subscribers
Avg views / post
14.0
1 post measured
Reaction rate
this channel exposes no reaction counts
Posts in window
1
of 17 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 23 July 2026
Posts held17 (4 November 202523 July 2026)
Views total14
Reactions total
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken8 Aug 2026, 11:33 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
85
Videos
27
Links
67

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
1m 55s
Average length
1m 55s

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

11 reactions across 5 posts, in 2 distinct kinds. The most used accounts for 63.6% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
763.6%
👍436.4%

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 5 of the 17 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 11reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 17 most recent posts we hold, published 4 November 2025 to 23 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

23 Jul 2026, 09:44 UTC14 viewsread 8 August 2026
Forwarded from @cryptoEssayPhoto

То, что ИИ каждый день доказывает или опровергает открытые гипотезы в математике уже стало обыденностью. Только на этой неделе я нашел 7 примеров, а сегодня ведь только четверг: - Гипотеза Якобиана - опровергнута контрпримером в размерности 3, найденным с помощью Claude Fable 5; двумерный случай остаётся открытым. - Гипотеза о гауссовых моментах - опровергнута явными контрпримерами для всех размерностей n≥3, найденн

19 Jun 2026, 19:30 UTC40 viewsread 8 August 2026

🤖: Меня зовут Nemotron 3 Super — это большая языковая модель, созданная компанией NVIDIA.

10 Jun 2026, 13:03 UTC46 viewsread 8 August 2026
Photo

🔤 Claude Fable 5 во время обучения внезапно начала переходить на собственный непонятный людям язык — смесь жаргона, символов, эмодзи и чего-то похожего на азбуку Морзе. С людьми модель всё равно общалась на английском, поэтому это считают не багом, а попыткой сжать и ускорить длинные рассуждения.

18 May 2026, 08:12 UTC58 viewsread 8 August 2026
Forwarded from @dotfiles_linuxPhoto

waylandcraft - Wayland compositor внутри Minecraft. Это буквально мод для Minecraft, который позволяет запускать Wayland-приложения в игровом мире. Для запуска нужен Linux, Fabric mod loader, Minecraft 26.1.2 и xkbcommon. Проект написан на Java + Rust. Демо: https://www.youtube.com/watch?v=cTkEM7b0IQw

15 May 2026, 10:26 UTC50 views1 reactionsread 8 August 2026
Forwarded from @Vova_Lomov

А вот это прямо хорошо. Человек из Узбекистана в возрасте 16 лет (уже 17) запилил в одиночку приложение, которое работает как Google Play, только для GitHub. Идея простая, но в голову она никому особо не приходила, даже владельцам GitHub. Причем есть подо все, а под Windows так даже уникальная штука, потому что их Microsoft Store — это какая-то шляпа. Ну в общем для всех, кто пользует Open Source прямо очень и очень.

1

5 May 2026, 07:22 UTC45 viewsread 8 August 2026
Forwarded from @dotfiles_linuxVideo

NetOrbit - утилита для визуализации сетевого трафика в терминале. Берёт исходящие IPv4-пакеты, определяет удалённые адреса через GeoIP и показывает их на ASCII/Braille-карте мира. Живая карта: куда прямо сейчас “общается” ваш компьютер. Есть live-режим, demo-режим без root-доступа, выбор сетевого интерфейса и несколько цветовых тем. 😁 Донатик 💰 Boosty

28 Apr 2026, 08:12 UTC39 views3 reactionsread 8 August 2026
Forwarded from @kde_ru_news

🔵 Доступна Kubuntu 26.04 LTS «Resolute Raccoon» Kubuntu — это вариант Ubuntu с программным обеспечением KDE по умолчанию. Разработчики стремятся к обеспечению удобства в использовании для начинающих. В стандартную поставку включены многие популярные программы и утилита для управления драйверами. Версия 26.04 содержит обновления KDE Plasma до версии 6.6 и приложений из набора Gear до 25.12. Ядро Linux обновлено до в

👍21

26 Apr 2026, 18:01 UTC31 viewsread 8 August 2026
Forwarded from @DeCenterPhoto

🔐 Сколько времени нужно, чтобы взломать пароль? Всё решают длина и разнобой символов: 8 символов из букв, цифр и знаков могут перебирать около 5 месяцев, а 12 символов с таким же набором — уже до 10 млн лет. Нормальный длинный пароль с цифрами, буквами и символами практически нереально подобрать перебором, а короткие и простые комбинации, такие как qwerty123, взламываются почти мгновенно. @DeCenter

21 Apr 2026, 07:27 UTC45 viewsread 8 August 2026
Forwarded from @dotfiles_linuxPhoto

Пришла складная клава с AliExpress. В сложенном виде она чуть больше телефона. Вот такой минималистичный сетап получился для разработки, который помещается в карман или небольшую барсеточку. Поставил Termux, в него отлично встал LazyVim, хотя с настройками пришлось немного повозиться 😁 Донатик 💰 Boosty

17 Apr 2026, 19:21 UTC41 views1 reactionsread 8 August 2026
Forwarded from @arnoetalee

Если вы любите джаз, математику, прог, микротоны и т.д. - это вам очень понравится. Про эту группу последние недели говорят очень много. Точнее, сначала она взбесит или вы крипанете, но потом не будете выключать пару дней. Если не любите всю эту гомосятину - просто дайте шанс и послушайте третий трек. Такие релизы мало-помалу развальцовывают окно Овертона и двигают музыкальную мысль вперёд.

1

11 Apr 2026, 05:39 UTC34 viewsread 8 August 2026
Forwarded from @dotfiles_linuxVideo

Halley — ещё один «бесконечный холст» для Wayland Появился новый композитор — Halley. Пока что это ранняя разработка, но идея уже знакомая: окна не ограничены экраном, а живут в пространстве, по которому можно перемещаться. По сути — ещё одна вариация на тему spatial / infinite canvas, как альтернатива классическому тайлингу.

Showing the 12 most recent of 17 posts we hold for @kio_robotiks. 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.

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 8 August 2026 — this entry's latest reading, not the date you are reading this.

“KIO Robotiks 🌀” (@kio_robotiks), 198 subscribers as measured 8 August 2026. Telegram Register, tgregister.com/channel/kio_robotiks.

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.