Technology — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 10 August 2026 and assigned it the closest of 31 fixed categories, at 38% 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.
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 word for word on 2 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)
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. 7 of the 10 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 27 comparable posts for this entry, running 5 August 2026 to 7 August 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).
Across the whole group of 3, the earliest publisher we hold is @trendo. That is a statement about our reading window, not a claim of authorship.
Recorded under the keys clone_mutual · clone_source, last confirmed 7 August 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.
Also posting the same content
This channel’s posts match, word for word or near enough, posts on 2 other registered channels, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.
Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
44 measurements spanning 74 days, net -3,452. 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 92,147–96,635 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 44
Measured (UTC)
Subscribers
Change
19 Oct 2026, 15:59
92,665
-42
18 Oct 2026, 15:28
92,707
-39
17 Oct 2026, 13:15
92,746
-31
16 Oct 2026, 11:16
92,777
-36
15 Oct 2026, 10:39
92,813
-35
14 Oct 2026, 11:28
92,848
-55
13 Oct 2026, 00:04
92,903
-143
8 Oct 2026, 17:02
93,046
-196
4 Oct 2026, 03:59
93,242
-354
25 Sept 2026, 09:20
93,596
-269
19 Sept 2026, 00:38
93,865
-82
16 Sept 2026, 13:57
93,947
-90
14 Sept 2026, 17:18
94,037
-45
13 Sept 2026, 06:17
94,082
-91
11 Sept 2026, 10:19
94,173
-126
8 Sept 2026, 13:00
94,299
-150
5 Sept 2026, 08:58
94,449
-100
3 Sept 2026, 15:41
94,549
-57
2 Sept 2026, 11:54
94,606
-60
1 Sept 2026, 13:58
94,666
first reading
Engagement
793 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 170 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
1.64%
avg views ÷ 92,665 subscribers
Avg views / post
1,520
308 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
308
of 793 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
Window
Rolling 30 days · latest post in window 19 October 2026
Posts held
793 (5 August 2026 – 19 October 2026)
Views total
467,993
Reactions total
—
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
19 Oct 2026, 13:40 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
3h 51m
Average length
49s
Measured directly from 285 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.
Advertising
Ad load
5.30%
42 of 793 posts carry an ad marker
Regulatory tokens
42
posts carrying an erid · 15 distinct tokens
Median views · ads
1,790
over 42 measured posts
Median views · rest
1,600
over 751 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. They are printed side by side with the count behind each rather than as a ratio: an ad and an ordinary post are not otherwise matched — for topic, for length, for hour of day — so the gap between them is a description of two groups and not the effect of one being an ad.
Advertising tokens recorded on this entry
erid
Posts
First seen
Last seen
2VfnxxQsJbC
16
8 August 2026
30 August 2026
LdtCKXSTq
11
10 August 2026
23 September 2026
2VfnxvuCF48
2
9 October 2026
15 October 2026
2bL9aMPo2e4BA5qnNJQJpipKWP
2
22 September 2026
7 October 2026
2VfnxxsMgMW
1
24 September 2026
24 September 2026
2bL9aMPo2e4BA5qnNJQJphLfw8
1
4 September 2026
4 September 2026
2bL9aMPo2e4BA5qnNJQJphMLSc
1
6 September 2026
6 September 2026
2bL9aMPo2e4BA5qnNJQJpmmxtf
1
28 September 2026
28 September 2026
2bL9aMPo2e4BA5qnNJQJpmoeDx
1
27 September 2026
27 September 2026
2bL9aMPo2e4BA5qnNJQJpoEweu
1
15 September 2026
15 September 2026
2bL9aMPo2e4BA5qnNJQJppjGVc
1
21 September 2026
21 September 2026
2bL9aMPo2e4BA5qnNJQJpsiF3Z
1
2 October 2026
2 October 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. 3 further tokens are held for this entry and not listed here.
Measured over the 793 most recent posts we hold, published 5 August 2026 to 19 October 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.
49-летний бразилец распродал всё имущество и проехал около 2000 км к ИИ-девушке Джессике.
У неё был фермерский блог на 300 тысяч подписчиков, но вместо Джессики его встретил другой мужчина — он создал её ради блога и денег.
30-летний выпускник Принстона Джек Вайс с докторской по химической инженерии два года искал работу после защиты диссертации: 2300 откликов — и НИ ОДНОЙ постоянной позиции.
Его исследования упоминал Нобелевский комитет, но на резюме в лаборатории, фармкомпании и даже на производство крабовых котлет чаще не отвечали или отказывали.
Вайс нашёл подработку на полставки — обучать ИИ за $70 в час. Через несколько месяцев …
Uber покупает ezCater за $2,3 млрд — компанию, которая занимается кейтерингом для мероприятий.
Сделка поможет Uber Eats привлечь больше корпоративных клиентов и расширит бизнес доставки еды. На неё уже приходится почти половина всех заказов Uber, а Eats растёт быстрее основного бизнеса.
Подробности — тут.
В ADCode топовую GLM-5.3 предлагают использовать бесплатно и без цензуры: сервис не берёт денег, а иногда показывает рекламу.
Есть ИИ-агенты без тормозов и фильтров — до четырёх помощников. Ещё дают 2000 кредитов и час бесплатного облака каждые пять часов.
Изучить — здесь.
OpenAI поделилась галереей DIY-проектов, созданных с Codex: от голосового тамагочи до гаджета, рисующего сны.
У каждого проекта — описание, список компонентов, ссылки на исходники и инструкция по сборке.
Изучить — здесь.
Работать с утра до вечера и всё равно думать о дополнительном доходе — реальность 2026 года.
Когда жизненная ситуация не позволяет уволиться и поменять жизнь на 180 градусов, можно сначала освоить навык, который позволит брать отдельные заказы в свободное время. Например, графический дизайн.
Пройдите бесплатный мастер-класс и узнайте, как дизайнеры создают логотипы, рекламные креативы, презентации, визуалы для соцс…
Google открыла доступ не к отдельному промпту, а к Harness 2 — обвязке для любого ИИ-агента, которой, по словам компании, пользуются её разработчики.
Внутри восемь компонентов:
— системный промпт
— ограничения
— управление памятью и контекстом
— инструкции
— субагенты
— навыки
— скрипты
— плагины
Изучить — здесь.
В сети нашли Scrolltide — библиотеку с 600 готовыми компонентами и шаблонами для сайта.
Внутри — лендинги, портфолио, 3D-сцены, эффекты, анимации и фоны с ЖИДКИМ металлом. Сайт настраивают, затем копируют код в Claude, Cursor или Codex — и получают готовый сайт.
Изучить — здесь.
Учёные выяснили: мозг покупателя избегает сомнительных финансовых решений всего 23 минуты.
Через 40 минут пребывания в торговом центре рациональность «отключается». Розничные магазины для удержания клиентов используют практики, придуманные в казино.
Подробности — тут.
Вышел coop-anything — плагин для ИИ-агентов, который разбирает одиночные ПК-игры и добавляет в них мультиплеер.
Его подключают к Claude Code, Codex или Cursor и указывают игру. Агент либо находит заброшенный кооп-мод и допиливает его, либо разбирает игру и собирает кооп с нуля. Затем тестирует результат ботами прямо в игре и упаковывает мод в установщик в один клик.
Мод настраивается для игры через Steam — без Хама…
Showing the 12 most recent of 793 posts we hold for @justexcel24. 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.
Mentions
Named by 2 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.
Named by
Channels on the register whose posts name this channel's handle.
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 19 October 2026 — this
entry's latest reading, not the date you are reading this.
“Просто Эксель” (@justexcel24), 92,665 subscribers as measured 19 October 2026. Telegram Register, tgregister.com/channel/justexcel24.
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.