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Channel

VIRSUN

@rss_ai_ir

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

10,381subscribers

+4,264 since we began measuring on 6 August 2026

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

Register entry

Telegram ID-1001820001134
TypeChannel
Username@rss_ai_ir
CreatedBetween 1 October 2022 and 30 September 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live17 September 2026
Measurements held34
Confirmed unchanged1 time, most recently 17 September 2026
On Telegramt.me/rss_ai_ir

Topic

Technology — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 11 September 2026 and assigned it the closest of 31 fixed categories, at 99% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Growth

6,11711,9609,038.56 August 2026 — 6,117 subscribers6 August 2026 — 6,117 subscribers6 August 2026 — 11,960 subscribers7 August 2026 — 11,838 subscribers8 August 2026 — 11,691 subscribers9 August 2026 — 11,635 subscribers10 August 2026 — 11,571 subscribers11 August 2026 — 11,484 subscribers12 August 2026 — 11,445 subscribers14 August 2026 — 11,403 subscribers15 August 2026 — 11,346 subscribers17 August 2026 — 11,260 subscribers18 August 2026 — 11,231 subscribers19 August 2026 — 11,198 subscribers20 August 2026 — 11,180 subscribers21 August 2026 — 11,171 subscribers22 August 2026 — 11,146 subscribers24 August 2026 — 11,125 subscribers25 August 2026 — 11,119 subscribers26 August 2026 — 11,090 subscribers27 August 2026 — 11,075 subscribers28 August 2026 — 11,054 subscribers29 August 2026 — 11,015 subscribers30 August 2026 — 10,985 subscribers31 August 2026 — 10,964 subscribers1 September 2026 — 10,928 subscribers2 September 2026 — 10,900 subscribers4 September 2026 — 10,857 subscribers6 September 2026 — 10,749 subscribers9 September 2026 — 10,640 subscribers12 September 2026 — 10,569 subscribers13 September 2026 — 10,518 subscribers15 September 2026 — 10,457 subscribers17 September 2026 — 10,381 subscribers10,3816 August 202617 September 2026
34 measurements spanning 43 days, net +4,264. 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 5,241–12,836 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 34
Measured (UTC)SubscribersChange
17 Sept 2026, 18:5510,381-76
15 Sept 2026, 12:5510,457-61
13 Sept 2026, 20:5710,518-51
12 Sept 2026, 03:1610,569-71
9 Sept 2026, 17:4110,640-109
6 Sept 2026, 12:5710,749-108
4 Sept 2026, 05:4110,857-43
2 Sept 2026, 18:4410,900-28
1 Sept 2026, 19:0310,928-36
31 Aug 2026, 15:2310,964-21
30 Aug 2026, 13:4710,985-30
29 Aug 2026, 11:2511,015-39
28 Aug 2026, 10:2411,054-21
27 Aug 2026, 07:3611,075-15
26 Aug 2026, 04:1611,090-29
25 Aug 2026, 05:3811,119-6
24 Aug 2026, 01:5811,125-21
22 Aug 2026, 12:2811,146-25
21 Aug 2026, 04:4811,171-9
20 Aug 2026, 07:5211,180first reading

Engagement

359 posts held, back to 5 August 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 41 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
2.57%
avg views ÷ 10,381 subscribers
Avg views / post
267
158 posts measured
Reaction rate
11.9%
reactions ÷ views · ER floor
Posts in window
159
of 359 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 157 of 158 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 1 September 2026
Posts held359 (5 August 20261 September 2026)
Views total42,201
Reactions total5,029
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken1 Sept 2026, 19:52 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
4h 34m
Average length
1m 48s

Measured directly from 153 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

5,555 reactions across 321 posts, in 25 distinct kinds. The most used accounts for 25.5% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
1,41725.5%
👍1,09619.7%
🔥1,07519.4%
👌92516.7%
🙏88816.0%
👏550.99%
😁210.378%
🐳130.234%
😍100.18%
🤣100.18%
🤯70.126%
🥰60.108%
👎50.09%
❤‍🔥40.072%
🤔40.072%
🤬40.072%
😈30.054%
20.036%
😢20.036%
😨20.036%
5 further kinds60.108%

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 341 of the 359 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 5,615 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 359 most recent posts we hold, published 5 August 2026 to 1 September 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.

Advertising

Ad load
0.279%
1 of 359 posts carry an ad marker
Regulatory tokens
1
posts carrying an erid · 1 distinct token
Median views · ads
334
over 1 measured post
Median views · rest
341
over 357 measured posts

An ad marker, not a judgement about a post. A post is counted here because it carries one of two explicit markings: an erid token, which Russian law has required on paid placements since 2022 and which is issued against a specific advertising contract, or a #реклама / #ad hashtag in the body, which is the channel declaring it itself. The first is documentary; the second is a self-declaration and is weaker. No classifier reads the text and decides — nothing on this site guesses that a post is an advertisement.

This is a floor, and it can only ever be a floor. A channel that runs paid placements without marking them produces no marker for us to count, and an unmarked ad is indistinguishable from an ordinary post on the public surface. The ad load above therefore means “the share of posts that declared themselves”, never “the share of posts that were paid for”. A low figure is not evidence of a channel that runs few ads.

Both figures are medians, and no ratio between them is published. Each is a view reading that actually occurred on a post, picked by percentile_disc rather than averaged, so one viral post cannot move it and no interpolated value is invented between two readings. The sample on one side is under five posts, which is too thin to compare. The two figures are shown side by side with the count behind each, and deliberately not divided into a headline like “ads get x% fewer views” — an arithmetic that is easy to print and, at this sample size, means nothing.

Advertising tokens recorded on this entry
eridPostsFirst seenLast seen
2W5zFJGdcuX111 August 202611 August 2026

A token repeated across several posts is one advertising contract placed more than once, which is what the identifier is for. The strings are reproduced exactly as they appeared in the post or in its click-through URL and are not validated against any registry — we record the marker a channel published, and whether it resolves to a real contract is a question for the register that issued it.

Measured over the 359 most recent posts we hold, published 5 August 2026 to 1 September 2026. Views are the latest single reading held for each post, and any reading at or above 1,000 is rounded by Telegram to three significant figures.

Recent posts

1 Sept 2026, 17:36 UTC162 views54 reactionsread 1 September 2026

🤖💻 آینده AI Coding فقط با مدل‌های قوی‌تر ساخته نمی‌شود یک دیدگاه جالب این است که جهش بعدی در AI Coding احتمالاً بیشتر از اینکه از خود مدل پایه بیاید، از مهندسی اطراف Agentها خواهد آمد. یعنی چیزهایی مثل: مانند Evals، تست‌ها، BDD، دیتاست‌های واقعی، Harnessهای بهتر و Control Center برای مدیریت Agentها اینکه Skillها جذاب‌اند چون سریع نصب می‌شوند و نتیجه‌شان قابل‌دیدن است، اما لزوماً کیفیت واقعی کد را تضمین نمی‌کنند.

🔥27👌136🙏6👍2

1 Sept 2026, 17:32 UTC164 views51 reactionsread 1 September 2026
Photo

📘🧠 ۷۳۷ صفحه ریاضی پشت Deep Learning مدرن کتاب Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory یک منبع جامع برای کسانی است که می‌خواهند Deep Learning را فراتر از استفاده از کتابخانه‌های آماده بفهمند. موضوعات اصلی کتاب شامل: جبر خطی و بهینه‌سازی، مبانی شبکه‌های عصبی، Backpropagation، CNN، مدل‌های دنباله‌ای، Regularization، تحلیل معماری‌ها، نظریه Approximation و Generalization و پیاده

👍21👌13🔥76🙏4

1 Sept 2026, 17:30 UTC149 views52 reactionsread 1 September 2026
Video

🔥🖥️ کامپیوتری که با آتش کار می‌کند! یک علاقه‌مند، کامپیوتری به سبک Steampunk ساخته که انرژی‌اش را مستقیماً از شعله می‌گیرد. آتش، یک موتور استرلینگ را گرم می‌کند؛ همان موتوری که ایده‌اش به سال ۱۸۱۶ برمی‌گردد. موتور یک ژنراتور را می‌چرخاند و برق لازم برای سیستم را تأمین می‌کند. داخل این دستگاه هم نمایشگر OLED، کیبورد و پلتفرم CHIP-8 برای اجرای بازی‌ها و برنامه‌های ساده قرار گرفته است. فعلاً توانش در حد اجرای Tetris

23👍19🙏6👌3🔥1

1 Sept 2026, 17:25 UTC155 views52 reactionsread 1 September 2026
Photo

🔥🖥️ آموزش مدل 2B با RTX 5090 و فقط چند هزار دلار! مقاله جدید Puro-2B نشان می‌دهد Pretraining مدل‌های میلیاردپارامتری لزوماً به دیتاسنترهای میلیون‌دلاری نیاز ندارد. محققان یک مدل 2B را از صفر، روی GPUهای مصرفی RTX 5090 و تا 1.4 تریلیون Token با FP8 آموزش داده‌اند. نتیجه جالب: 💰 حدود $4.4K → سطح عملکرد Qwen2-1.5B 💰 کمتر از $6.9K → نزدیک Qwen2.5-1.5B در ارزیابی خود پژوهشگران. برای کاهش هزینه از ترکیبی از FP8 Trainin

🙏288👍6🔥6👌4

1 Sept 2026, 17:21 UTC147 views51 reactionsread 1 September 2026
Video

🖥️✨ پروژه Solaris؛ رابط کاربری که «از قبل طراحی نشده»، همان لحظه تولید می‌شود اینکه Runway با پروژه Solaris ایده جالبی را آزمایش می‌کند: یک Generative Interface که در آن هر فریم رابط کاربری در لحظه و بر اساس تعامل کاربر ساخته می‌شود. یعنی به‌جای صفحه‌ها و دکمه‌های از پیش‌تعریف‌شده: کلیک یا Drag → مدل واکنش را می‌فهمد → فریم بعدی رابط را تولید می‌کند این سیستم می‌تواند رفتارهای باز و غیرمنتظره داشته باشد؛ مثلاً با

🔥2214👌8👍6🙏1

1 Sept 2026, 17:19 UTC142 views51 reactionsread 1 September 2026
Photo

🧊🚁 پهپاد Ice Dart روی دیواره‌های یخی فرود می‌آید مهندسان کانادایی دانشگاه Sherbrooke پهپاد Ice Dart را به خارهای کوچکی مجهز کرده‌اند که مثل پاهای عنکبوت به سطوح یخی می‌چسبند. این پهپاد می‌تواند روی سطوح بسیار شیب‌دار، تا حدود ۶۰ درجه، فرود بیاید؛ قابلیتی که در مأموریت‌های قطبی می‌تواند مصرف انرژی را به‌شدت کاهش دهد، چون پهپاد به‌جای Hover کردن می‌تواند روی یخ بنشیند. در آزمایش روی یخچال Fjallsjökull ایسلند، Ice Da

👌2311👍8🔥6🙏3

1 Sept 2026, 17:18 UTC140 views51 reactionsread 1 September 2026
Video

🏭🤖 ربات‌های صنعتی Lumos وارد خطوط تولید Mitsubishi شدند شرکت Lumos سیستم کنترل MOS 2 را با خطوط تولید مبتنی بر کنترلرهای Mitsubishi Electric یکپارچه کرده است. این پلتفرم می‌تواند مجموعه‌ای از وظایف صنعتی را پوشش دهد: حمل بار، بازرسی کیفیت، بسته‌بندی، مونتاژ و هماهنگی چند ربات در یک خط تولید. ویژگی جالب‌تر، استفاده از شاسی متحرک و دو بازوی رباتیک با ظرفیت حمل تا ۵۰ کیلوگرم برای هر بازو است. 🔥 ترکیب ربات متحرک + با

👌1611🙏9👍8🔥7

1 Sept 2026, 17:16 UTC140 views52 reactionsread 1 September 2026
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🧹🤖 شرکت Anthropic می‌گوید: پرامپت‌های قدیمی را سبک‌تر کنید شرکت Anthropic در مقاله جدیدش توضیح داده که برای مدل‌های نسل جدید Claude، بسیاری از روش‌های قدیمی Prompt Engineering دیگر لازم نیستند؛ حتی می‌توانند عملکرد را بدتر کنند. این شرکت می‌گوید بیش از ۸۰٪ System Prompt مربوط به Claude Code را برای مدل‌های جدید حذف کرده، بدون افت قابل‌اندازه‌گیری در ارزیابی‌های کدنویسی. تغییر اصلی این است: ❌ قوانین سخت و تکراری →

23👍13🙏7🔥5👌4

1 Sept 2026, 17:13 UTC137 views51 reactionsread 1 September 2026
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💰🤖 تبلیغات ChatGPT به نرخ درآمد سالانه ۱ میلیارد دلار رسید طبق گزارش جدید، ChatGPT Ads در کمتر از ۲۰۰ روز به نرخ درآمد سالانه حدود ۱ میلیارد دلار رسیده؛ در حالی‌که تنها ۶ هفته پس از شروع، از مرز ۱۰۰ میلیون دلار عبور کرده بود. شرکت OpenAI برای ۲۰۲۶ حدود ۲.۴ میلیارد دلار درآمد تبلیغاتی پیش‌بینی کرده و اهداف بسیار بزرگ‌تری هم برای سال‌های بعد در نظر گرفته است؛ نزدیک ۱۱ میلیارد دلار در ۲۰۲۷ و حتی ۱۰۲ میلیارد دلار تا ۲۰

21👌21🔥4👍3🙏2

1 Sept 2026, 17:11 UTC133 views51 reactionsread 1 September 2026
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👁️⚡ مول DeepSeek-V4-Flash-Vision-Exp؛ نسخه بینایی با وزن‌های باز تنها حدود ۱۰ روز بعد از انتشار، DeepSeek وزن‌های مدل DeepSeek-V4-Flash-Vision-Exp را با مجوز MIT منتشر کرده است. این مدل بر پایه معماری V4-Flash ساخته شده و با اضافه شدن ماژول‌های بینایی، حالا می‌تواند اسکرین‌شات‌ها، نمودارها و ورودی‌های تصویری را تحلیل کند. در مخزن پروژه هم ابزارهای اصلی توسعه قرار گرفته‌اند، از جمله: Tokenizer + PyTorch Inference

👍18🔥13👌7🙏76

1 Sept 2026, 17:10 UTC138 views51 reactionsread 1 September 2026
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🎬🔊فریم ورک DreamX-Creator؛ تولید همزمان ویدئو و صدا تا 2K فریم ورک DreamX-Creator یک فریم‌ورک پژوهشی برای تولید نیتیو ویدئو + صدا است؛ کافی است فریم اول و یک پرامپت متنی بدهید تا مدل تصویر و صوت را به‌صورت مشترک تولید کند. نکته مهم آن Gated Cross-Modal Attention است؛ یعنی جریان‌های ویدئو و صدا به‌صورت دوطرفه روی هم اثر می‌گذارند تا حرکت و صوت هماهنگ‌تر شوند. در مرحله نهایی هم Upscale تا 2K در یک گام انجام می‌شود ت

16👌12🙏11🔥9👍3

1 Sept 2026, 17:05 UTC148 views51 reactionsread 1 September 2026
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🎙️🤖مدل ICE-012 Audio؛ کلون صدا با پشتیبانی از ۵۹۰ زبان و گویش مدل ICE-012 Audio (DarkPs) یک سیستم TTS چندزبانه است که طبق معرفی سازندگان، از ۵۹۰ زبان و گویش از جمله روسی پشتیبانی می‌کند. ویژگی جذابش، Voice Cloning تنها با حدود ۲ ثانیه نمونه صدا است. همچنین می‌توان ویژگی‌هایی مثل سن، جنسیت، زیر و بمی، لهجه، سرعت و حتی حالت نجوا را کنترل کرد. ⚡ تولید صدا به‌صورت Streaming انجام می‌شود؛ یعنی لازم نیست تا تولید کامل

👍32🔥105🙏4

Showing the 12 most recent of 359 posts we hold for @rss_ai_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.

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.

8 Aug 2026, 13:42 UTCAnonymous Poll40 voters

ایا هزینه تامین اکانت های هوش مصنوعی[ نسخه های غیر رایگان] متناسب با درآمدتان هست؟

  1. 😊بله23%
  2. 😢خیر78%

Shares as published, totalling 101%. No per-option vote count is published by Telegram, so none is 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 359 most recent posts we hold, published 5 August 2026 to 1 September 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.

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 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 17 September 2026 — this entry's latest reading, not the date you are reading this.

“VIRSUN” (@rss_ai_ir), 10,381 subscribers as measured 17 September 2026. Telegram Register, tgregister.com/channel/rss_ai_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.