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Channel

لایرکلاد | هوش مصنوعی

@layercloud_ir

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

670subscribers

+1 since we began measuring on 30 October 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1004495916114
TypeChannel
Username@layercloud_ir
Created15 September 2026 — measured — dated from the channel’s first post
First recorded30 October 2026
Last confirmed live30 October 2026
Measurements held2
Confirmed unchanged1 time, most recently 30 October 2026
On Telegramt.me/layercloud_ir

Growth

669670669.530 Oct 2026, 19:22 — 669 subscribers30 Oct 2026, 21:28 — 670 subscribers30 Oct 2026, 19:2230 Oct 2026, 21:28
2 measurements taken within a single day, net +1. 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 669–670 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
30 Oct 2026, 21:28670+1
30 Oct 2026, 19:22669first reading

Engagement

8 posts held, back to 15 September 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
204.1%
avg views ÷ 670 subscribers
Avg views / post
1,370
3 posts measured
Reaction rate
1.35%
reactions ÷ views · ER floor
Posts in window
4
of 8 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 1 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 30 October 2026
Posts held8 (15 September 2026 – 30 October 2026)
Views total4,102
Reactions total3
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken30 Oct 2026, 19:22 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

Video runtime
1m 08s
Average length
34s

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

3 reactions across 1 post, in 1 kind.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤3100.0%

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 1 of the 8 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 3 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 8 most recent posts we hold, published 15 September 2026 to 30 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

Telegram’s own ‘edited’ marker: 3 of 4 posts held from the last 30 days (75.0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

30 Oct 2026, 03:18 UTC222 views3 reactionsread 30 October 2026
Video

⚠️ اگه از حقوق ثابتت راضی‌ای، همین الان این ویدیو رو رد کن! 💸 چون یه عده فقط با پیدا کردن ۱ باگ امنیتی، دارن دلاری پول درمیارن: 💵 درآمد مستمر ماهی ۵٬۰۰۰ تا ۲۰٬۰۰۰ دلار و جک‌پات‌های چند میلیون دلاری (مثل اپل و وب۳) 💰 اسنپ: تا ۳۰۰٬۰۰۰٬۰۰۰ تومان پاداش نقدی برای هر باگ بحرانی 💎 لیارا و نوبیتکس: از ۵۰۰ میلیون تا ۱ میلیارد تومان پاداش نقدی 🎯 گوگل و شاپیفای: از ۲۰٬۰۰۰ تا ۲۰۰٬۰۰۰ دلار پاداش برای هر باگ معتبر 🤖 می‌خواستی …

❤3

27 Oct 2026, 15:28 UTC≈1,970 viewsread 30 October 2026
Video

همون مدل، یک چهارم قبض میدونی کدوم مدل رو میخوای. جدول مقایسه جدید لازم نداری، فقط دلت میخواد آخر ماه عدد کمتری ببینی. لایرکلاد این مدلها و ۱۰۰+ مدل دیگه رو پشت یک endpoint سازگار با OpenAI میاره: 🔆 ChatGPT 🍥 Claude 🧠 Gemini 🐳 DeepSeek 🔷 Qwen همون مدل، همون جواب، با حدود ۲۵٪ قیمت سازنده. 😈 نسخه بدون سانسور: جوابت رو میده، بدون سخنرانی اخلاقی. 🎁 ۵ دلار برای تست: گوگل یا گیتهاب رو وصل کن. نه کارت بانکی لازم…

14 Oct 2026, 14:27 UTC≈1,910 viewsread 30 October 2026
Photo

دامنه‌های ارائه‌شده توسط سرویس ما، در شرایط داخلی‌شدن اینترنت، همچنان قابل دسترس خواهند بود. 🌐 https://ai.layercloud.ir/ https://layercloud.ir/ https://www.layercloud.ir/ https://iranai.layercloud.ir/ https://lcapi.ir/ https://hoochiai.ir/ https://ai.hoochiai.ir/ ✅ @LayerCloud_IR

30 Sept 2026, 15:29 UTC≈1,940 viewsread 30 October 2026

🎉 🔐 سرویس تصمیم‌گیری لایا با کلید API در دسترس است لایا، سرویس تصمیم‌گیری محلی ما، اکنون با کلید API در دسترس است. لایا چیست. یک مسیریاب تصمیم است، نه یک مدل گفتگو: پرسش‌های تایپ‌شده همراه با یک وضعیت می‌گیرد و پاسخ‌های تایپ‌شده همراه با احتمال‌ها و یک مقدار اطمینان برمی‌گرداند. روی همین سرور اجرا می‌شود، پس هیچ داده‌ای از زیرساخت ما بیرون نمی‌رود. دو روش فراخوانی. - POST /v1/systemone — پروتکل خود لایا. - POST /v…

Signed layercloud_bot

30 Sept 2026, 03:16 UTC≈1,920 viewsread 30 October 2026

🎉 True لایا: سرویس تصمیم‌گیری محلی، اکنون روی دروازه یک قابلیت تازه به دروازه اضافه کرده‌ایم و بهتر است روشن بگوییم دقیقاً چیست. لایا یک مسیریاب تصمیم است. یک متن به آن می‌دهید و مجموعه‌ای از پرسش‌های دارای نوع دربارهٔ همان متن؛ برای هر پرسش، پاسخی دارای نوع برمی‌گرداند. در کارهایی مثل رساندن یک پیام پشتیبانی به تیم درست، بهترین عملکرد را دارد. این یک مدل گفتگو نیست. گفتگو را ادامه نمی‌دهد و ایمیل شما را نمی‌نویسد…

Signed layercloud_bot

19 Sept 2026, 05:53 UTC≈1,940 viewsread 30 October 2026

🎉 🔌 مسیر تازه‌ی API لایرکلاد و لبه‌ی CDN داخل ایران 🔁 مسیر پایه‌ی API لایرکلاد از /ollama/v1 به /v1 تغییر کرده است. مسیر قدیمی /ollama/v1/... همچنان پشتیبانی می‌شود، پس کد فعلی شما از کار نمی‌افتد و کلیدهای API هم تغییری نکرده‌اند. نشانی تازه‌ی درخواست‌ها: POST https://ai.layercloud.ir/v1/chat/completions 🌍 بیرون از ایران، ai.layercloud.org از طریق Cloudflare سرو می‌شود. ⚡ داخل ایران، ai.layercloud.ir از لبه‌های …

Signed layercloud_bot

Showing the 8 most recent of 8 posts we hold for @layercloud_ir. 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

Named by 6 registered channels — 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.

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 30 October 2026 — this entry's latest reading, not the date you are reading this.

“لایرکلاد | هوش مصنوعی” (@layercloud_ir), 670 subscribers as measured 30 October 2026. Telegram Register, tgregister.com/channel/layercloud_ir.

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.