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Channel

AI Masterminds

@INTechInnovationss

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · Posts · Citations · Cite this entry

257subscribers

-9 since we began measuring on 7 August 2026

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

Register entry

Telegram ID-1002026921751
TypeChannel
Username@INTechInnovationss
CreatedBetween 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live3 November 2026
Measurements held9
Confirmed unchanged1 time, most recently 3 November 2026
On Telegramt.me/INTechInnovationss

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 23 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 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 1 other registered channel. This entry also forms a group of 2 channels linked by matching posts. 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)
Posted firstThenOverlapGap
@INTechInnovationss/1628 · this entry3 Dec 2024, 11:56 UTC@harmonicsettingstunein_abloud/10453 Dec 2024, 11:56 UTC1.00under a minute
@INTechInnovationss/1631 · this entry6 Dec 2024, 13:47 UTC@harmonicsettingstunein_abloud/10486 Dec 2024, 13:47 UTC1.00under a minute
@INTechInnovationss/1633 · this entry8 Dec 2024, 16:07 UTC@harmonicsettingstunein_abloud/10508 Dec 2024, 16:07 UTC1.00under a minute
@INTechInnovationss/1634 · this entry9 Dec 2024, 08:54 UTC@harmonicsettingstunein_abloud/10519 Dec 2024, 08:54 UTC1.00under a minute
@INTechInnovationss/1635 · this entry10 Dec 2024, 13:39 UTC@harmonicsettingstunein_abloud/105210 Dec 2024, 13:39 UTC1.00under a minute
@INTechInnovationss/1636 · this entry11 Dec 2024, 14:41 UTC@harmonicsettingstunein_abloud/105311 Dec 2024, 14:41 UTC1.00under a minute
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
ChannelMatching postsText overlapTypical gapPublished first
@harmonicsettingstunein_abloud15 (8/8 hand-verifiable sample passed)1.00under a minute@harmonicsettingstunein_abloud (9–6)

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 9 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 19 comparable posts for this entry, running 29 November 2024 to 19 March 2025. 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).

Of the group of 2 channels, the one whose matching posts we hold earliest is @INTechInnovationss — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, last confirmed 11 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.

Channels linked by matching posts

This channel is in a group of 2 registered channels linked by matching posts. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim 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.

Growth

257268262.57 August 2026 — 266 subscribers8 August 2026 — 266 subscribers16 August 2026 — 267 subscribers23 August 2026 — 268 subscribers31 August 2026 — 263 subscribers9 September 2026 — 261 subscribers4 October 2026 — 259 subscribers20 October 2026 — 258 subscribers3 November 2026 — 257 subscribers7 August 20263 November 2026
9 measurements spanning 88 days, net -9. 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 255–270 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
3 Nov 2026, 22:27257-1
20 Oct 2026, 11:11258-1
4 Oct 2026, 14:54259-2
9 Sept 2026, 22:02261-2
31 Aug 2026, 09:13263-5
23 Aug 2026, 13:12268+1
16 Aug 2026, 14:12267+1
8 Aug 2026, 09:01266no change
7 Aug 2026, 12:13266first reading

Engagement

19 posts held, back to 29 November 2024 — 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.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 19 posts for this entry, the most recent from 19 March 2025. An engagement rate over an empty window would be a number about nothing.

Recent posts

19 Mar 2025, 20:36 UTC837 viewsread 8 August 2026
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Инвестиции телекомоператоров в развитие инфраструктуры в 2024 году вернулись к доковидному уровню 2019-го. Об этом сообщил министр цифрового развития Максут Шадаев. Согласно презентации Минцифры, инвестиции мобильных операторов составили 209 млрд рублей (+21% год к году), фиксированных – 89 млрд (+15%). 📣«Главная тенденция <...> то, что у нас существенным образом в 2024 году, несмотря на все экономические сложности…

19 Mar 2025, 20:06 UTC855 viewsread 8 August 2026

⚙️ Коммутаторы. США 🇺🇸 Коммутаторы. США Новые платформы коммутаторов Nvidia на базе кремниевой фотоники 400 Тбит/с позволят создавать кластеры с миллионами GPU Nvidia представила свои платформы коммутаторов Spectrum-Photonics и Quantum-X Photonics для экзафлопных ЦОД. Платформы основаны на кремниевой фотонике и позволяют достигать скорости передачи данных до 1.6 Тбит/с на порт и 400 Тбит/с в совокупности. Это мог…

16 Dec 2024, 06:35 UTC657 viewsread 8 August 2026

🇫🇮 Cloud RAN. 5G. Финляндия Elisa внедряет Cloud RAN 5G на базе решения Nokia Финский оператор Elisa внедряет решение Cloud RAN облачной RAN 5G компании Nokia. Участники проекта называют этот кейс «первым в Европе». Cloud RAN (облачная радиоподсистема – это концепция архитектуры в телекоммуникациях, которая предполагает перемещение всех или некоторых функций цифровой обработки полосы частот с базовой станции в ЦО…

13 Dec 2024, 12:42 UTC646 viewsread 8 August 2026
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⚫️ VoLTE. Развитие сетей. Россия T2 включил VoLTE во всех регионах присутствия рекордными темпами – за 3 месяца! На сегодня VoLTE поддерживается в сети 4G/LTE оператора в 69 регионах РФ. Оператор отмечает, что в 22 регионах применяется оборудование российского производства. Активное развертывание поддержки VoLTE T2 начала в конце лета с Томска, основная масса запусков пришлась на сентябрь-ноябрь 2024, а завершающи…

13 Dec 2024, 08:55 UTC731 viewsread 8 August 2026
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🇷🇺 Демо-зоны. 5G. Россия В павильоне «Умный город» на ВДНХ в Москве запустили демо-зону 5G Ее отличие от пилотных зон 5G прошлых лет на ВДНХ – использование вместо оборудования 5G глобальных вендоров базовой станции 5G компании Иртея. Все пока крайне минималистично – 1 включенный радиомодуль, на который можно было посмотреть, а также скрытый от посторонних глаз цифровой модуль DU/CU. Производитель отмечает, что…

12 Dec 2024, 17:46 UTC671 viewsread 8 August 2026

🇺🇸 OpenRAN. Межвендорный хендовер. США Mavenir и Boost Mobile показали «первый» межвендорный хендовер в Open RAN Mavenir и Boost Mobile заявили о первом в отрасли межвендорном хендовере в сети Open RAN с использованием интерфейса 3GPP Xn в сети greenfield оператора 5G. Компании уверены, что теперь можно говорить о доказанной поддержке межвзаимодействия железа разных вендоров. Когда кто-то заявляет о чем-то «вперв…

12 Dec 2024, 08:04 UTC955 viewsread 8 August 2026

♨️ ИИ и операторы. Тренды Сегодня в чате ChatChat зашел разговор на тему применения больших языковых моделей ИИ в поддержке абонентов. По слухам, T2 собирается "прикрутить" к колл-центру GigaChat от Сбера. Не так важно, кто из операторов и какую LLM подключит первым, важно то, что это обязательно произойдет. Это логичный и практически неизбежный ход, естественное продолжение развития темы чат-ботов. На первых пор…

11 Dec 2024, 18:47 UTC822 viewsread 8 August 2026

🛰 Спутниковая связь. США Apple готовит спутниковое подключение для Ultra Watch В конце октября 2024 года стало известно о планах Apple вложить более $1 млрд в спутниковую группировку Globalstar, не даром, конечно, а в обмен на 20% долю в компании. И на возможность использовать ее сервисы. Одним из первых, или первым устройством, которое вероятно получит прямое спутниковое подключение D2C, станут часы Ultra Watch,…

11 Dec 2024, 14:41 UTC715 viewsread 8 August 2026

💾 BSS. Чарджинг. Россия МТС сертифицировала систему онлайн-тарификации (Online Charging System) МТС сообщает о получении сертификата Росреестра на систему онлайн тарификации и расчетов с абонентами (чарджинг системы), высокопроизводительной платформы операторского класса в сетях GSM, 4G, 5G. Сертификация позволяет использовать эту разработку на базе любого телеком-оператора. Система позволяет гибко формировать та…

10 Dec 2024, 13:39 UTC788 viewsread 8 August 2026

🛰 D2C. Спутниковая связь. США AST SpaceMobile получила заказ Vodafone на шлюз к спутниковому созвездию Vodafone – один из двух крупнейших на сегодня клиентов AST SpaceMobile, наряду с AT&T. Ранее компании договорились о предоставлении AST SpaceMobile возможности использовать выданные им частоты 850 МГц для обеспечения прямых подключений абонентов этих операторов через спутники AST SpaceMobile вне зоны покрытия наз…

9 Dec 2024, 08:54 UTC709 viewsread 8 August 2026

🇷🇺 Отечественное оборудование. Россия На «отечественность» оборудования сотовой связи в РФ до 2027 года направят 16,84 млрд рублей Из них 8,2 млрд обещают выделить из бюджета. Получателями значатся КНС Групп – 5.6 млрд и Иртея – 2.6 млрд. Об этом знает КоммерсантЪ. Заявляемая цель господдержки – постепенное увеличение доли российских БС GSM, LTE и 5G в общем объеме устанавливаемых до 100% к 2029 году. Российские…

8 Dec 2024, 16:07 UTC774 viewsread 8 August 2026
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🇨🇳 Технологии. Решения сотовой связи. indoor. Китай China Telecom и Huawei запускают первую интеллектуальную сеть сотовой связи 4G/5G в Китае Решение развернули сычуаньский филиал China Telecom и Huawei. Пока что речь идет о пилотном проекте на юго-западе провинции. Как сообщают участники проекта, им удалось обеспечить постоянное и стабильное покрытие 4G/5G в лифтах и на подземных парковках жилого комплекса и в ме…

Showing the 12 most recent of 19 posts we hold for @INTechInnovationss. 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

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.

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 3 November 2026 — this entry's latest reading, not the date you are reading this.

“AI Masterminds” (@INTechInnovationss), 257 subscribers as measured 3 November 2026. Telegram Register, tgregister.com/channel/INTechInnovationss.

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.