VR/AR - первый и главный медиаресурс, посвященный AR и VR технологиям.
- Новости из мира VR и AR
- Авторские статьи
- Обзоры и технологические тренды виртуальной и дополненной реальности
Связь @Rom_rrr
Created
31 March 2020 — measured — cross-checked against a third-party dataset (ext.tg_channel)
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 11 August 2026 and assigned it the closest of 31 fixed categories, at 86% 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 4 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. None of the 19 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.
“Published first” means first in this corpus. We hold 18 comparable posts for this entry, running 24 May 2021 to 1 October 2024. 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 5, the earliest publisher we hold is @industryfourzeroo. That is a statement about our reading window, not a claim of authorship.
Recorded under the keys clone_copy · clone_mutual, 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 4 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.
2 measurements taken within a single day. 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 231–233 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
7 Aug 2026, 02:47
232
no change
6 Aug 2026, 17:40
232
first reading
Engagement
20 posts held, back to 24 May 2021 — 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 pageof Telegram’s post history, 20 posts per page.
Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 1 October 2024. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Photos
42
Videos
85
Links
702
Lifetime counters from Telegram’s own channel header, read 7 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.
Advertising
Ad load
15.0%
3 of 20 posts carry an ad marker
Regulatory tokens
3
posts carrying an erid · 3 distinct tokens
Median views · ads
226
over 3 measured posts
Median views · rest
228
over 17 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
erid
Posts
First seen
Last seen
2VtzqvMQEDP
1
1 December 2023
1 December 2023
2Vtzqvggb1s
1
15 February 2024
15 February 2024
2VtzqvsDijq
1
10 November 2023
10 November 2023
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 20 most recent posts we hold, published 24 May 2021 to 1 October 2024. 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.
AgroCode Talk Genetics: погрузитесь в мир сельскохозяйственных технологических инноваций!
Митап «Новые геномные технологии и технологии анализа данных в области животноводства и растениеводства» от АО «Россельхозбанк» — место встречи тех, кого интересует генетический потенциал агроотрасли страны.
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Участие могут принят…
Упустил Notcoin? А он кстати вырос до 0.02$ за монетку и продолжает расти. Не повтори тоже самое с BLUM.
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Партнеры проекта заинтересова…
Advertisementerid 2Vtzqvggb1sForwarded from @spinonPhoto
Erid:2Vtzqvggb1s
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Регистрируйся на Московский туристический хакатон — соревнование по цифровизации индустрии туризма. Хакатон пройдет в два этапа: отборочный онлайн-этап и очный финал в Москве.
Тебя ждет пять задач на стыке TravelTech и одной из дополнительных сфер:
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Хакатон точно для тебя, если ты: IT-…
Разработчики сообщили, что за 26 дней 20 миллионов человек присоединились к Notcoin.
Никаких ограничений, никаких правил, возможно, ничего, кроме веселья — вот что такое Notcoin, вот почему мы все здесь.
Так же ребята обратили внимание на несколько альфа-слухов:
❤️ $NOT будет отчеканено через несколько недель, никакой предпродажи, никакой ерунды, угадайте листинговую цену, ха-ха.
❤️Балансы будут первичны, важна т…
Notcoin привлёк более 4.1 млн пользователей всего за неделю.
Notcoin, Play to Earn игра на базе TON от команды Open Builders, впервые представленная на конференции Gateway 2023 в Дубае, всего за неделю с момента запуска набрала более 4.1 млн пользователей.
Этот феноменальный результат был достигнут благодаря уникальной социальной механике, которая мгновенно завирусилась среди пользователей Telegram и стала распрост…
Каждый день собираем самые свежие новости про AI (artificial intelligence) с 60 разных источников со всего мира.
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- Внедрение ИИ
- Big data
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Advertisementerid 2VtzqvMQEDPForwarded from @spinonPhoto
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✔agrotech-стартапы, готовые к росту и партнёрству;
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Каждый день собираем самые свежие новости про AI (artificial intelligence) с 60 разных источников со всего мира.
Вам больше не нужно искать информацию на разных сайтах. Теперь все про искусственный интеллект в одном канале!
- Новости ИИ
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- Big data
Порекомендуйте нас своим друзьям! Сделайте репост этой записи @ainetworkss
Каждый день собираем самые свежие новости про AI (artificial intelligence) с 60 разных источников со всего мира.
Вам больше не нужно искать информацию на разных сайтах. Теперь все про искусственный интеллект в одном канале!
- Новости ИИ
- Разработка ИИ
- ИИ в медицине
- Тренды ИИ
- Внедрение ИИ
- Big data
Порекомендуйте нас своим друзьям! Сделайте репост этой записи @ainetworkss
Showing the 12 most recent of 20 posts we hold for @vrarcom. 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.
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 7 August 2026 — this
entry's latest reading, not the date you are reading this.
“VR - все о VR и AR” (@vrarcom), 232 subscribers as measured 7 August 2026. Telegram Register, tgregister.com/channel/vrarcom.
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.