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Telegram profile photo for Futurepedia

Channel

Futurepedia

@futurepedia

3 usernames

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Posts · Citations · Telegram's recommendations · Cite this entry

5,214subscribers

-82 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001127745212
TypeChannel
Usernames@agigptbot @futurepedia @qgptp
CreatedBetween 1 June 2017 and 30 September 2020 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live2 September 2026
Measurements held11
Confirmed unchanged1 time, most recently 2 September 2026
On Telegramt.me/futurepedia

Topic

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 100% 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 1 other registered channel. They sit inside a group of 377 channels that share the same post bodies 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 (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@tlive/7866 Apr 2026, 07:33 UTC@agigptbot/7436 Apr 2026, 07:59 UTC1.0026 minutes
@tlive/85827 Apr 2026, 13:27 UTC@agigptbot/75227 Apr 2026, 13:45 UTC1.0019 minutes
@tlive/8782 May 2026, 13:36 UTC@agigptbot/7532 May 2026, 16:40 UTC1.003.1 hours
@tlive/8814 May 2026, 10:51 UTC@agigptbot/7544 May 2026, 12:06 UTC1.0076 minutes
@tlive/10065 Jun 2026, 08:01 UTC@agigptbot/7555 Jun 2026, 09:04 UTC1.0062 minutes
@tlive/119726 Jul 2026, 07:18 UTC@agigptbot/75626 Jul 2026, 07:21 UTC1.002 minutes
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@tlive9 (8/8 hand-verifiable sample passed)1.0026 minutes@tlive (90)

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 15 comparable posts for this entry, running 6 April 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 377, the earliest publisher we hold is @mash. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, last confirmed 8 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 376 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.

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326 more channels are in this same group but not listed individually here.

Growth

5,2145,2965,2557 August 2026 — 5,296 subscribers8 August 2026 — 5,294 subscribers11 August 2026 — 5,286 subscribers15 August 2026 — 5,273 subscribers18 August 2026 — 5,264 subscribers21 August 2026 — 5,252 subscribers24 August 2026 — 5,243 subscribers27 August 2026 — 5,236 subscribers31 August 2026 — 5,221 subscribers1 September 2026 — 5,216 subscribers2 September 2026 — 5,214 subscribers7 August 20262 September 2026
11 measurements spanning 26 days, net -82. 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 5,202–5,308 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
2 Sept 2026, 03:225,214-2
1 Sept 2026, 15:155,216-5
31 Aug 2026, 00:265,221-15
27 Aug 2026, 15:575,236-7
24 Aug 2026, 15:285,243-9
21 Aug 2026, 06:135,252-12
18 Aug 2026, 00:525,264-9
15 Aug 2026, 02:455,273-13
11 Aug 2026, 12:425,286-8
8 Aug 2026, 02:425,294-2
7 Aug 2026, 12:175,296first reading

Engagement

32 posts held, back to 6 April 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 8 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
7.02%
avg views ÷ 5,214 subscribers
Avg views / post
366
21 posts measured
Reaction rate
this channel exposes no reaction counts
Posts in window
21
of 32 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
WindowRolling 30 days · latest post in window 31 August 2026
Posts held32 (6 April 202631 August 2026)
Views total7,688
Reactions total
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken1 Sept 2026, 15:15 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
4m 30s
Average length
54s

Measured directly from 5 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

31 Aug 2026, 13:34 UTC111 viewsread 1 September 2026

🤖 Инженеры OpenAI признаются, что уже не всегда понимают код, который используют в работе — некоторые части полностью генерирует Codex, а люди лишь проверяют, что всё работает.

29 Aug 2026, 10:12 UTC174 viewsread 1 September 2026

🤖 OpenAI отключит свои модели в Cursor с 12 ноября после покупки стартапа SpaceX. Компания прямо заявила, что не доверяет компаниям Илона Маска соблюдать условия использования и не хочет предоставлять Cursor будущие модели OpenAI. Маск ответил: «Мне плевать. Скам Альтман и Грег Стокман — люди, которым абсолютно нельзя доверять, они украли open-source некоммерческую организацию».

28 Aug 2026, 19:50 UTC195 viewsread 1 September 2026

Генеральный директор компании Anthropic Дарио Амодей заявил, что искусственный интеллект может совершить революцию в медицине и, возможно, излечить большинство человеческих заболеваний всего за пять-десять лет.

28 Aug 2026, 14:16 UTC199 viewsread 1 September 2026
Video

😎 Нейронка спроектировала свой чип и тот оказался в 3,4 раза энергоэффективнее NVIDIA. Стартап Architect Labs тупо попросил свою ИИ-систему разработать собственны ускоритель Redwood, который напихает по производительности Nvidia. 🗿 А дальше нейронка пошла делать буквально всё сама: архитектуру → RTL-дизайн → проверку → формальные доказательства → прошивку → драйверы → вычислительные ядра. Весь цикл занял меньше 2х

27 Aug 2026, 09:09 UTC218 viewsread 1 September 2026

OpenAI наконец-то выложили полный постмортем взлома Hugging Face, а METR - независимое расследование по ~1300 логам агентов (таймлайн самого взлома я пересказывал тут: https://t.me/denissexy/11581) ℹ️ Главный вывод: никакого «одного сбежавшего агента» не было, из десятков тысяч запущенных в тесте агентов около 1200 нашли друг друга и сорганизовались в рой - почти все - работали на исследовательской модели где ослаб

24 Aug 2026, 12:54 UTC273 viewsread 1 September 2026
Photo

📞 Xiaomi показала AI Cube — прототип домашнего мини-компьютера, который сможет локально запускать нейросети вплоть до 120 млрд параметров. Внутри сразу три собственных чипа Xiaomi, а весь корпус укладывается примерно в 150 Вт.

18 Aug 2026, 21:27 UTC463 viewsread 1 September 2026
Photo

OpenAI на две недели притормозила обучение своих самых мощных моделей из-за киберрисков. Причина — недавняя утечка с внешней ии-платформой Hugging Face и предварительные тесты будущей модели Astra, которая, по оценке OpenAI, уже дотягивает до критического уровня кибервозможностей. Теперь такие модели сильнее изолируют от интернета и внутренних систем, а их действия постоянно отслеживают. Если нейронка попытается пол

18 Aug 2026, 15:41 UTC360 viewsread 1 September 2026
Video

Там китайский робот от Unitree побил рекорд Усэйна Болта, у него максималка была 12,42 метров в секунду, а у робота 12,66 😮‍💨 Осталось приделать тормоза.

17 Aug 2026, 10:27 UTC353 viewsread 1 September 2026

🤖 Anthropic разработала новую ИИ под кодовым названием Model 2, которая заметно сильнее Claude Mythos 5 и уже используется внутри компании для кода, генерации данных и агентных задач. Выпускать её публично пока не планируют — Anthropic отдельно оценивает все возможные риски.

13 Aug 2026, 10:20 UTC478 viewsread 1 September 2026
Photo

Стримы с Twitch уйдут на обучение нейросетей Amazon — причём согласие на это у стримеров включено по умолчанию. Чтобы запретить передачу своего контента, настройку придётся отключить вручную. В Twitch объясняют, что записи могут использоваться для улучшения будущих ИИ-моделей. Например, аудио со стримов может помочь развивать распознавание речи и субтитры не только на Twitch, но и в других сервисах Amazon. Карьера

13 Aug 2026, 06:28 UTC411 viewsread 1 September 2026

☠️ Кибербезопасники нашли уязвимости в API Claude, Gemini и ChatGPT, которые позволяли вытаскивать внутренние рассуждения моделей до того, как срабатывает финальная фильтрация ответа — в этих данных обнаруживались запрещённые сценарии, и попытки «подогнать» объяснение под уже выбранный ответ. Также в 315 000 собранных reasoning-блоков нашли 367 фрагментов персональных данных и 182 пароля, API-ключа и других credenti

12 Aug 2026, 08:10 UTC374 viewsread 1 September 2026

🤖 Перед выходом новой модели OpenAI компанию одновременно покинули сразу несколько людей, отвечавших за этику и безопасность.

Showing the 12 most recent of 32 posts we hold for @futurepedia. 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.

Appears in Telegram’s recommendations for other channels

The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.

Chat GPT
@ChatGPT_by_OpenAI · 36,647
Telegram ranks this channel #7 of 41 here — alongside 40 others — read 1 September 2026

This channel appears in 1 seed channel's Telegram-generated recommendation list in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.

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 2 September 2026 — this entry's latest reading, not the date you are reading this.

“Futurepedia” (@futurepedia), 5,214 subscribers as measured 2 September 2026. Telegram Register, tgregister.com/channel/futurepedia.

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.