National news — 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 12 September 2026 and assigned it the closest of 31 fixed categories, at 37% 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 the other topics.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear in near-verbatim form on 3 other registered channels. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (6 of the pairs behind the counts below)
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. 22 of the 23 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.
“Published first” means first in this corpus. We hold 215 comparable posts for this entry, running 5 August 2026 to 11 November 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Recorded under the key clone_copy, last confirmed 12 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Growth
27 measurements spanning 96 days, net +247. 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 2,038–8,337 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 27
Measured (UTC)
Subscribers
Change
11 Nov 2026, 19:30
7,500
-45
7 Nov 2026, 22:38
7,545
-65
4 Nov 2026, 10:11
7,610
+4,845
1 Nov 2026, 10:46
2,765
-1,325
29 Oct 2026, 17:06
4,090
-2,041
27 Oct 2026, 01:55
6,131
-204
24 Oct 2026, 06:55
6,335
-83
21 Oct 2026, 16:54
6,418
-30
18 Oct 2026, 04:16
6,448
-293
15 Oct 2026, 06:00
6,741
-49
11 Oct 2026, 17:57
6,790
-94
4 Oct 2026, 20:58
6,884
-158
24 Sept 2026, 23:01
7,042
-2
16 Sept 2026, 16:58
7,044
-12
12 Sept 2026, 11:36
7,056
-2
8 Sept 2026, 03:00
7,058
-146
3 Sept 2026, 01:16
7,204
-1
31 Aug 2026, 08:12
7,205
-12
28 Aug 2026, 04:44
7,217
-2
25 Aug 2026, 13:48
7,219
first reading
Engagement
220 posts held, back to 5 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 28 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
1.83%
avg views ÷ 7,500 subscribers
Avg views / post
138
114 posts measured
Reaction rate
0.824%
reactions ÷ views · ER floor
Posts in window
114
of 220 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 16 of 114 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 12 November 2026
Posts held
220 (5 August 2026 – 12 November 2026)
Views total
15,688
Reactions total
19
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
12 Nov 2026, 05:43 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
≈2,490
Videos
≈248
Links
≈1,240
Lifetime counters from Telegram’s own channel header, read 12 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.
Video runtime
10m 48s
Average length
1m 05s
Measured directly from 10 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
53 reactions across 42 posts, in 7 distinct kinds. The most used accounts for 52.8% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
28
52.8%
😁
12
22.6%
👎
5
9.43%
👍
4
7.55%
👏
2
3.77%
😱
1
1.89%
🤔
1
1.89%
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 44 of the 220 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 53 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 220 most recent posts we hold, published 5 August 2026 to 12 November 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: 37 of 114 posts held from the last 30 days (32.5%) 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).
مهمترین اخبار داخلی حوزه فناوری و فضای مجازی کشور
🔹 شرکتهای حوزه آیتی مورد حمایت، ارزیابی میشوند
🔸 معاون وزیر ارتباطات و فناوری اطلاعات خواستار ارزیابی نتایج حمایتهای مالی از شرکتهای فناور شد و بر ضرورت روشنشدن نقش این حمایتها در توسعه فعالیتهای فناورانه و اثرگذاری شرکتهای مستقر در پارک فناوری اطلاعات و ارتباطات بر زنجیره ارزش فاوا تأکید کرد./ایرنا
🔹 سرپرست اندیشکده دین و فضای مجازی مرکز ملی فضای مجازی من…
مایکروسافت بهدنبال اجاره کارت گرافیک گیمرها برای هوش مصنوعی
مایکروسافت در طرحی پیشنهادی قصد دارد توان پردازشی بلااستفاده کارتهای گرافیک کامپیوترهای شخصی را برای آموزش هوش مصنوعی به کار بگیرد و در مقابل، به گیمرهایی که سختافزار خود را در اختیار این شبکه قرار میدهند، اعتبار یا پاداش نقدی بدهد.
براساس این طرح، وظایف سنگین آموزش هوش مصنوعی به بخشهای کوچکتر تقسیم میشوند و میان دستگاههای مشارکتکننده توزیع خواهند…
وزیر ارتباطات در اجلاس سران مختار اتحادیه بینالمللی ارتباطات PP-26:
شبکه ملی ارتباطی کشور در جریان حملات بدون وقفه به فعالیت ادامه داد
وزیر ارتباطات و فناوری اطلاعات با تشریح دستاوردهای ایران در توسعه زیرساختهای ارتباطی و تحول دیجیتال، از تداوم فعالیت شبکه ارتباطی کشور و ارائه بدون وقفه خدمات عمومی در جریان حملات نظامی و سایبری خبر داد و بر ضرورت تقویت همکاریهای چندجانبه و بهرهگیری صلحآمیز از فناوری تأکید کرد…
زیان عملیاتی OpenAI با وجود رشد درآمد، به حدود ۱۱ میلیارد دلار افزایش یافت
درآمد سهماهه سوم سازنده چتبات ChatGPT با رشد ۵۰ درصدی به ۱۰ میلیارد دلار رسید. با وجود این افزایش درآمد چشمگیر، زیان عملیاتی این مجموعه نیز افزایش یافت و از ۱۰.۱ میلیارد دلار به ۱۰.۹ میلیارد دلار رسید.
افشای این ارقام همزمان با ارزیابی دقیق صورتهای مالی شرکتهای هوش مصنوعی توسط سرمایهگذاران انجام میشود. با وجود نگرانیها از سودآوری این…
ثبتنام آزمون کارشناسی ارشد دانشگاهها و مؤسسه های آموزش عالی کشور سال ۱۴۰۶ از دوشنبه ۱۶ آذر آغاز میشود
سازمان سنجش: ثبت نام تا یکشنبه ۲۲ آذر ادامه دارد.
آزمون کارشناسی ارشد ۱۶ و ۱۷ اردیبهشت۱۴۰۶ برگزار میشود.
@kasbtime | kasbtime.ir | اینستاگرام | ایتا | بله
مدیرعامل فرابورس: ورود پلتفرمهای دیجیتال به بورس یک تغییر پارادایم است
محمدعلی شیرازی، مدیرعامل فرابورس، ورود پلتفرمهای دیجیتال به بازار سرمایه را یک تغییر پارادایم و تحولی اساسی دانست. برنامه اختصاص ۵ عرضه اولیه به استارتاپها از جمله اقدامات مهم در این مسیر قرار دارد.
مایکت یکی از پلتفرمهایی است که امروز با فراهم شدن امکان سرمایهگذاری مردم، وارد بازار فرابورس شد. فرابورس در حوزه تامینمالی جمعی، امسال نسبت به…
سقوط ۶۰ هزار تومانی تتر؛ ماجرا چه بود و صرافیهای ایرانی چه کردند؟
قیمت تتر شب گذشته (۱۹ آبان) در برخی بازارهای ایران از حدود ۲۶۰ هزار تومان به ۲۰۰ تا ۲۲۰ هزار تومان رسید و حتی در مقاطعی تا ۱۹۸ هزار تومان معامله شد.
ریزشی نزدیک به ۲۳ درصد که هرچند پس از چند ساعت قیمت را به کانال ۲۵۰ هزار تومان بازگرداند، اما برخی کاربران را به بستن اجباری موقعیتهای معاملاتی و نقد کردن وثیقههای وام کشاند.
در بازار جهانی، دادههای…
گوگل سرانجام دسترسی عمومی به مدل مرزی Gemini 4 Carbon را آغاز کرد
جدیدترین مدل پیشرفته گوگل و به گفته این شرکت، قدرتمندترین مدل آن در حوزه امنیت سایبری و گردشکارهای عاملمحور بلندمدت است.
مدل Gemini 4 Carbon برای انجام وظایف پیچیده و چندمرحلهای در مهندسی نرمافزار، تحلیل اسناد و دادهها، پژوهش علمی و کشف آسیبپذیریهای امنیتی توسعه یافته است.
گوگل همچنین قابلیت آزمایشی /swarm را در Google Antigravity معرفی کرده …
انعقاد تفاهمنامه سهجانبه برای تقویت تأمین مالی زیستبوم نوآوری کشور
معاونت علمی، فناوری و اقتصاد دانشبنیان ریاستجمهوری، سازمان امور مالیاتی کشور و صندوق نوآوری و شکوفایی با امضا تفاهمنامه همکاری مشترک، سازوکار تخصیص اعتبار مالیاتی به شرکتهای مشارکتکننده در افزایش سرمایه صندوق را تعیین کردند.
این برنامه با استناد به بند «ب» ماده ۹۹ قانون برنامه پنجساله هفتم پیشرفت و در چارچوب آییننامه اجرایی بند «ت» ماده ۱…
مدیرکل استاندارد استان تهران: طلای آبشده و طلای بدون کد نخرید
مدیرکل استاندارد استان تهران با هشدار درباره خرید مصنوعات طلای بدون کد شناسایی و طلای آبشده، فعالیت آزمایشگاههای فاقد صلاحیت را از عوامل بینظمی در بازار طلا دانست.
به گفته قاسم فدوی، عیار مصنوعات طلا باید حداقل ۷۵۰ در هزار باشد و نظارت بر کیفیت از طریق نمونهبرداری و آزمون در سطح عرضه انجام میشود.
کد شناسایی حکشده روی هر قطعه که در استان تهران با حرف…
استارلینک مینی ۲ معرفی شد؛ اینترنت ماهوارهای بدون نیاز به برق شهری
اسپیسایکس نسل جدید دیش قابلحمل استارلینک را با نام Mini 2 معرفی کرده است. مهمترین تغییر این مدل، باتری قابلتعویض ۷۱ واتساعتی است که به گفته شرکت میتواند با یک بار شارژ تا ۴.۵ ساعت اینترنت فراهم کند. این دستگاه همچنین از طریق درگاه USB-C و شارژر ۶۰ واتی قابل استفاده است و با داشتن وایفای ۶، بدون نیاز به تجهیزات جانبی به اینترنت متصل میشود.
ا…
۷ میلیون خانوار در انتظار افزایش اعتبار کالابرگ؛ مهلت ثبتنام جاماندگان خوداظهاری اعلام شد
ثبت خوداظهاری جاماندگان مرحله مهرماه طرح افزایش اعتبار کالابرگ از امروز، ۲۰ آبان آغاز میشود.
حسن نوروزی، مدیرعامل سازمان هدفمندسازی یارانهها، اعلام کرد حدود ۷ میلیون و ۴۰۰ هزار سرپرست خانوار که در مرحله قبل موفق به ثبت اطلاعات نشدهاند، از ۲۰ تا ۲۶ آبان فرصت دارند درخواست خود را ثبت کنند.
زمانبندی ثبت بر اساس رقم پایانی ک…
Showing the 12 most recent of 220 posts we hold for @kasbtime. 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.
Mentions
Names
Channels on the register whose handles appear in this channel's posts.
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.
Handles this channel named that no longer answer
Dead references
1
handles named in this channel’s posts, vacant today
Evidenced gone
0
we ourselves saw one of these resolve, at some point
Never seen alive
1
vacant every time we have ever looked
@kasbtime named 1 handle that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handle’s history — see the two groups below.
Most of these may never have existed as a live channel at all. A handle a channel names can be a typo, an aspirational name nobody registered, or a channel that was already gone before this one ever mentioned it. Unless a row below is marked evidenced, all we know is that it references a handle that is not a live channel today — not that anything “died”. How this is measured.
Never seen alive
References a handle that is not a live channel — we have no record it ever was one.
@kasbtim named in 1 post, 11 August 2026 – 11 August 2026
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 11 November 2026 — this
entry's latest reading, not the date you are reading this.
“کسبتایم | رسانه کسبوکار” (@kasbtime), 7,500 subscribers as measured 11 November 2026. Telegram Register, tgregister.com/channel/kasbtime.
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.