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Channel

WELCOME в будущее🤖

@welcomeag

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

8subscribers

+0 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-1002223602237
TypeChannel
Username@welcomeag
DescriptionСекреты заработка на АI и Reels без съемок, муторных созданий курсов и сторис, используя готовые продукты и контент других компаний 🧬
CreatedBetween 1 June 2024 and 4 August 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded12 August 2026
Last confirmed live5 November 2026
Measurements held2
On Telegramt.me/welcomeag

Topic

Other / unclassifiable — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B, prompt version 1) read this channel’s own recent posts on 11 November 2026 and assigned it the closest of 31 fixed categories, at 32% 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 sits inside a group of 3 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. 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 (5 of the pairs behind the counts below)
Posted firstThenOverlapGap
@hiaimedia/121511 Oct 2024, 05:50 UTC@welcomeag/21 · this entry12 Oct 2024, 10:28 UTC1.0029 hours
@hiaimedia/126223 Oct 2024, 11:13 UTC@welcomeag/32 · this entry23 Oct 2024, 14:31 UTC1.003.3 hours
@hiaimedia/121310 Oct 2024, 09:50 UTC@welcomeag/23 · this entry13 Oct 2024, 06:18 UTC0.993 days
@hiaimedia/123817 Oct 2024, 09:01 UTC@welcomeag/28 · this entry17 Oct 2024, 16:46 UTC0.997.7 hours
@hiaimedia/122615 Oct 2024, 05:55 UTC@welcomeag/27 · this entry16 Oct 2024, 02:49 UTC0.9821 hours
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
@hiaimedia5 (5/5 hand-verifiable sample passed)0.9921 hours@hiaimedia (5–0)

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 5 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 15 comparable posts for this entry, running 4 August 2024 to 23 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).

Of the group of 3 channels, the one whose matching posts we hold earliest is @hiaimedia. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, 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 3 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. 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

87 August 2026 — 8 subscribers12 August 2026 — 8 subscribers7 August 202612 August 2026
2 measurements spanning 5 days. 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 7–9 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
12 Aug 2026, 15:338no change
7 Aug 2026, 13:438first reading

Engagement

17 posts held, back to 4 August 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 17 posts for this entry, the most recent from 23 October 2024. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Photos
20
Videos
2
Links
19

Lifetime counters from Telegram’s own channel header, read 12 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.

Video runtime
5m 25s
Average length
2m 43s

Measured directly from 2 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.

Recent posts

23 Oct 2024, 14:31 UTC27 viewsread 12 August 2026
Photo

📨 ИИ для создания и рассылки резюме Пользователь рассказал, что подал заявки на 2 843 вакансии, прошел несколько собеседований и получил предложение о работе. Это он сделал с помощью AI Hawk. AI Hawk — один из инструментов на основе ИИ, которые автоматизируют процесс подачи заявок на работу. Бот сам вводит биографические данные, генерирует резюме, составляет сопроводительные письма и заполняет все необходимые поля.…

22 Oct 2024, 09:26 UTC20 viewsread 12 August 2026
Photo

Глобальная открытая бета Delta Force стартует уже 5 декабря Это бесплатный тактический шутер от первого лица с боями на суше, в воздухе и море, действия которого разворачиваются в 1993 и 2035 году. Используйте боевые смарт устройства, разрабатывайте и реализуйте стратегии, чтобы выполнить свое задание. В игре есть не только многопользовательский, но и одиночный режим игры. Открытая бета растянется на неопределённо…

20 Oct 2024, 16:17 UTC14 viewsread 12 August 2026
Photo

📌Увеличение запасов стейблкоинов в долларах США в зависимости от изменений с августа ➡️ Запасы USDT на биржах быстро увеличились с августа. Учитывая, что USDT не демонстрировал значительных колебаний из-за колебаний цен с марта по июль, это примечательное изменение. Когда стабильные монеты поступают на биржи и увеличивают свои запасы, это обычно интерпретируется как ожидание средств для покупки, что положительно с…

17 Oct 2024, 16:46 UTC16 viewsread 12 August 2026
Video

🤖 Как устроен Optimus: робот-помощник от Илона Маска На недавней презентации We, Robot, компания Tesla показала обновленную версию робота-гуманоида Optimus. Робот станет универсальным помощником как для больших производств, так и для дома: в его функции войдет забота о детях, помощь по дому, дизайн сада и выгул собак. 💵 Сколько стоит Optimus Илон Маск заявил, что массовое производство Optimus начнется в 2026 году,…

16 Oct 2024, 02:49 UTC15 viewsread 12 August 2026
Photo

➕ ИИ поможет лечить редкие болезни В мире существует более 7 000 редких и трудно диагностируемых заболеваний, от них страдает около 300 млн человек. Многие из них — генетические. Только для 5-7% этих болезней есть лекарства. ИИ помогает исправить эту ситуацию. 💊 Исследователи из Гарвардского университета разработали ИИ-модель TxGNN, которая ищет методы лечение редких болезней с помощью уже существующих лекарств. М…

15 Oct 2024, 16:13 UTC9 viewsread 12 August 2026
Photo

✏️ Генеративный ИИ: Акт o1 — вышел доклад крупнейшего венчурного фонда Sequoia о том, что произошло за 2 года с момента начала ИИ-революции и что ждать дальше. Спойлер: наступает эра ИИ-агентов, умеющих рассуждать. Sequoia Capital — фонд с активами $85 млрд, один из первых инвесторов Apple, Google, Instagram. Основные тезисы: 1️⃣ Происходит переход от «быстрого мышления» (предобученные быстрые ответы) к «медленно…

13 Oct 2024, 06:18 UTC11 viewsread 12 August 2026
Photo

🌐 Будущее с ИИ: мир в 2030 году Газета Wall Street Journal попросила нескольких ведущих экспертов и исследователей из разных областей дать прогноз, как с учетом развития ИИ будет выглядеть мир в 2030-м году. Далеко не все считают, что к этому моменту у нас уже будет AGI (Общий искусственный интеллект). Но большинство сходятся, что человек и ИИ будут глубоко взаимосвязаны во многих сферах. 💭 Итак, что нас ждет через…

12 Oct 2024, 10:28 UTC12 viewsread 12 August 2026
Photo

🖥 NVIDIA выпустила линейку языковых моделей Компания NVIDIA, известная, прежде всего, графическими процессорами (GPU), объявила о релизе своей первой линейки больших мультимодальных моделей NVLM 1.0. По словам разработчиков, она справляется с текстовыми задачами, распознает изображения и решает задачи по математике. Что умеет NVLM 1.0 🟢 Распознавать текст на изображениях. NVLM 1.0 обрабатывает текстовую и визуаль…

11 Oct 2024, 08:41 UTC11 viewsread 12 August 2026
Photo

🖥 Подборка ИИ-инструментов для дизайна и работы с изображениями. ArtHub AI - простой генератор изображений, в наличии разные стили и промпты WhatFont - поможет распознать любой шрифт Remini - улучшает старые и размытые фото. Под Android тут. AutoDraw - бесплатный инструмент, который преобразовывают ручные наброски в картины. Dreamlike.art - 50 бесплатных генераций в день в разных нейросетях для генерации изображ…

13 Aug 2024, 07:41 UTC38 viewsread 12 August 2026
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Нейросеть заменит фитнес тренера👇🏽 https://fitgpt.pro/ 📲Видео Inst 📲Видео YouTube 📲Видео Tik-Tok

13 Aug 2024, 07:25 UTC38 viewsread 12 August 2026
Photo

Нейросеть, которая создаст 3-D модель👇🏽 https://www.tripo3d.ai/ 📲Видео Inst 📲Видео YouTube 📲Видео Tik-Tok

7 Aug 2024, 15:51 UTC39 viewsread 12 August 2026
Photo

Нейросеть, которая позволяет делать профессиональные видео👇🏼 www.wonderdynamics.com 📲Видео Inst 📲Видео YouTube 📲Видео Tik-Tok

Showing the 12 most recent of 17 posts we hold for @welcomeag. 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

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 12 August 2026 — this entry's latest reading, not the date you are reading this.

“WELCOME в будущее🤖” (@welcomeag), 8 subscribers as measured 12 August 2026. Telegram Register, tgregister.com/channel/welcomeag.

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.