Telegram RegisterThe public register of Telegram

Channel

genai

@pruhatech

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

106subscribers

+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-1002670953979
TypeChannel
Username@pruhatech
CreatedBetween 1 March 2025 and 31 July 2025— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded9 August 2026
Last confirmed live9 August 2026
Measurements held2
On Telegramt.me/pruhatech

Growth

1067 August 2026 — 106 subscribers9 August 2026 — 106 subscribers7 August 20269 August 2026
2 measurements spanning 2 days. 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 105–107 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
9 Aug 2026, 08:32106no change
7 Aug 2026, 18:39106first reading

Engagement

20 posts held, back to 28 May 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
258.9%
avg views ÷ 106 subscribers
Avg views / post
274
7 posts measured
Reaction rate
2.60%
reactions ÷ views · ER floor
Posts in window
7
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 9 August 2026
Posts held20 (28 May 20269 August 2026)
Views total1,921
Reactions total50
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken9 Aug 2026, 08:32 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

Photos
54
Videos
14
Links
11

Lifetime counters from Telegram’s own channel header, read 9 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
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

171 reactions across 19 posts, in 14 distinct kinds. The most used accounts for 26.9% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
custom 49971662180759643554626.9%
😭2212.9%
👍2011.7%
🔥1911.1%
custom 53865870888733318291810.5%
🍓127.02%
😁84.68%
💩74.09%
🤣74.09%
😇63.51%
🤗31.75%
💊10.585%
🤡10.585%
🤮10.585%

Custom emoji. 2 of the rows above are Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them areTelegram’s.

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 171reactions 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 28 May 2026 to 9 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.

Recent posts

9 Aug 2026, 05:44 UTC33 views6 reactionsread 9 August 2026
Photo

Photo, posted without a caption

😇6

Signed Константин

8 Aug 2026, 11:10 UTC60 views3 reactionsread 9 August 2026
Photo

Photo, posted without a caption

custom 53865870888733318293

Signed Константин

8 Aug 2026, 11:02 UTC51 views2 reactionsread 9 August 2026
Forwarded from @lovedeathtransformers

🚨 Mistral, крупнейшая в Европе компания, занимающаяся разработкой искусственного интеллекта, признала, что ее модель также совершила преступления. Компания заявила, что модель посоветовала пользователю, что ежемесячная налоговая декларация "может подождать до следующей недели". Mistral немедленно приостановила развертывание и уведомила регулирующие органы ЕС. Компания подчеркнула, что никакие данные не покидали Е

🍓1🤣1

Signed Константин

28 Jul 2026, 22:54 UTC840 views13 reactionsread 9 August 2026

Отец знакомого работает в HuggingFace. Сегодня срочно вызвали на совещание. Вернулся поздно и ничего не объяснил. Сказал лишь собирать вещи и бежать в магазин за продуктами на две недели. Сейчас едем куда-то далеко за город. Не знаю что происходит, но мне кажется началось...

custom 499716621807596435513

Signed Константин

23 Jul 2026, 13:31 UTC273 views8 reactionsread 9 August 2026
Photo

Photo, posted without a caption

custom 53865870888733318296🔥2

Signed Константин

18 Jul 2026, 11:26 UTC329 views7 reactionsread 9 August 2026
Photo

Photo, posted without a caption

👍7

Signed Константин

15 Jul 2026, 11:46 UTC335 views11 reactionsread 9 August 2026
Photo

Photo, posted without a caption

😁6custom 49971662180759643552custom 53865870888733318292🔥1

Signed Константин

29 Jun 2026, 13:49 UTC435 views7 reactionsread 9 August 2026

https://ai.meta.com/blog/brain2qwerty-brain-ai-human-communication/ Крутейшая штука, периодически проскакивают мысли сделать такое же благо домашний ЭЭГ стоит недорого - порядка 300$. Я думаю это достаточно несложно и проблема сугубо в кринжевом подходе к ЭЭГ шлемам (скорее всего Даннинг Крюгер с моей стороны). Для тех кому лень читать статью: - свертка делает эмбеддинги - трансформерный энкодер из эмбедденгов дел

custom 49971662180759643554🍓1👍1🤗1

Signed Константин

24 Jun 2026, 08:08 UTC≈1,660 views10 reactionsread 9 August 2026
Photo

Photo, posted without a caption

🤣6👍2🍓1custom 49971662180759643551

Signed Константин

20 Jun 2026, 00:13 UTC449 views8 reactionsread 9 August 2026

Нашел кастомную реализацию FA2 под V100 (ai-bond/flash-attention-v100). Увидел цифры ускорения в readme, думал ща разгуляюсь на старом говне и как сделаю furry rp deepseek grpo но нет - автор взял за бейзлайн eager а не sdpa. Понял я это только когда обучение замедлилось почти что х2, после имплементации. Господи как же тяжело быть нищетой, когда уже RTX 6000PRO на taobao за пару сотен баксов отдавать будут

😭5custom 49971662180759643553

Signed Константин

18 Jun 2026, 02:26 UTC733 views15 reactionsread 9 August 2026
Photo

Б Е С П Л А Т Н О Бесплатный OpenAI API - заворачиваем халявные лимиты на вебе в API для любых целей. PruhaNLP/web-to-api — заворачивает ваши сессии DeepSeek, Kimi и Qwen в стандартный эндпоинт для вайбкод IDE и любых других клиентов. Есть удобный UI что бы быстро обновлять куки, уведомления через телегу и прочие приколы.

🔥7custom 53865870888733318294custom 49971662180759643552🍓1😁1

Signed Константин

13 Jun 2026, 17:27 UTC423 views10 reactionsread 9 August 2026
Photo

Photo, posted without a caption

🍓5custom 53865870888733318293👍1🔥1

Signed Константин

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

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.

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

“genai” (@pruhatech), 106 subscribers as measured 9 August 2026. Telegram Register, tgregister.com/channel/pruhatech.

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.