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Telegram profile photo for NeCL СO.

Channel

NeCL СO.

@necl_company

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Stars · Posts · Citations · Cite this entry

111subscribers

-5 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-1002319001518
TypeChannel
Username@necl_company
CreatedBetween 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded9 August 2026
Last confirmed live3 October 2026
Measurements held6
Confirmed unchanged2 times, most recently 3 October 2026
On Telegramt.me/necl_company

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 26 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 why it has no browse page of its own yet.

Growth

111116113.57 August 2026 — 116 subscribers9 August 2026 — 116 subscribers16 August 2026 — 115 subscribers23 August 2026 — 114 subscribers31 August 2026 — 113 subscribers17 September 2026 — 111 subscribers7 August 202617 September 2026
6 measurements spanning 41 days, net -5. 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 110–117 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
17 Sept 2026, 20:20111-2
31 Aug 2026, 04:36113-1
23 Aug 2026, 18:03114-1
16 Aug 2026, 14:18115-1
9 Aug 2026, 05:18116no change
7 Aug 2026, 16:49116first reading

Engagement

20 posts held, back to 4 April 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 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 20 posts for this entry, the most recent from 13 June 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
22s
Average length
11s

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.

Reaction mix

72 reactions across 18 posts, in 8 distinct kinds. The most used accounts for 55.6% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
custom 53641738836435509044055.6%
custom 54629224273884035661419.4%
custom 522670311734877594956.94%
custom 542945277374786026156.94%
custom 545394470878920933545.56%
custom 521987807501302335722.78%
custom 522915765679870159411.39%
custom 540904841921168284311.39%

Custom emoji. Every row above is a Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them are Telegram’s.

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 18 of the 20 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 72 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 4 April 2026 to 13 June 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Telegram Stars

Stars received
8
across the posts below
Posts paid on
3
of 18 we hold a reading for · 17%
Most on one post
3
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @necl_company. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.

Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.

This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.

Counted over the 20 most recent posts we hold for this entry, published 4 April 2026 to 13 June 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.

Recent posts

13 Jun 2026, 12:49 UTC148 views4 reactionsread 9 August 2026
Forwarded from @Trofimova_AIPhoto

🎉 ML²B принят на GeCoIn 2026 @ IJCAI-ECAI! Идея бенчмарка родилась еще на защите моей диссертации: Иван Ямщиков спросил, отслеживали ли мы влияние естественного языка на результат генерации ML-кода системами на основе LLM. И захотелось протестировать =) Проект вырос со студенческой практики летом 2025 в масштабное исследование. 35 Kaggle-соревнований, 14 языков программирования, честная оценка LLM на end-to-end ML.…

custom 54629224273884035664

11 Jun 2026, 01:47 UTC135 views2 reactionsread 9 August 2026
Forwarded from @Trofimova_AIPhoto

Anthropic выпустила Claude Fable 5 и Claude Mythos 5 Сегодня Anthropic представила сразу две новые модели: Claude Fable 5 и Claude Mythos 5. Это первый публичный релиз модели класса Mythos, о которой последние месяцы ходило много слухов. Модели класса Mythos могут находить уязвимости в больших системах (ОС, библиотеки, браузеры). Но важно понимать, что то, что полезно для защиты, может быть использовано для атаки. …

custom 52267031173487759492

7 Jun 2026, 19:06 UTC145 views1 reactionsread 9 August 2026

☝Китайцы выпустили аналог Claude Code — Kimi Code CLI Китайская компания Moonshot AI представила Kimi Code CLI — терминальный агент для разработчиков, по концепции близкий к Claude Code, но с открытым исходным кодом под лицензией MIT. Проект уже доступен на GitHub. Агент умеет читать и редактировать код, выполнять команды в shell, искать по файлам проекта и загружать веб-страницы. И отдельная особенность — приём в…

custom 54629224273884035661

4 Jun 2026, 00:01 UTC170 views7 reactionsread 9 August 2026
Photo

🧩 12B-параметровая Gemma 4 теперь ест текст, картинки и аудио без отдельного multimodal encoder. Это не просто “ещё одна маленькая модель от Google”. Суть в архитектуре: вместо отдельного vision/audio энкодера входы проецируются прямо в пространство токенов LLM backbone. ⛓ Для vision — лёгкий embedding/projection слой. 🎙 Для audio — вообще без отдельного audio encoder. ⚡ Плюс MTP drafters, чтобы снижать latency. …

custom 54629224273884035665custom 52198780750130233572

27 May 2026, 15:59 UTC153 views10 reactionsread 9 August 2026
Photo

#AI #Agents #PydanticAI #LangChain 🆚 Pydantic AI vs LangChain — что собирать на проде в 2026? Короткий ответ: в большинстве случаев — Pydantic AI 📊 Сравнение • Типобезопасность, structured output, DX, prod-ready, меньше кода в Pydantic AI • Экосистема и мультиагентные графы ищи в LangChain / LangGraph ✅ Pydantic AI — если нужен надёжный агент без магии, строгая типизация, Logfire observability и чистый поддержив…

custom 52267031173487759493custom 54539447087892093353custom 54629224273884035663custom 52291576567987015941

19 May 2026, 09:41 UTC174 views5 reactionsread 9 August 2026
Photo

📌 The Economist (!) is officially preparing two versions of its website: – One for humans (carousels, photos, design) – One for AI agents (clean structure, Q&A, plain text) Why: B2B buyers now start their research with ChatGPT/Gemini/Claude. Not Google. Not your site. With an agent that reads it for them. So your site will soon have two readers: the human, and their LLM agent. And they want different things. Who…

custom 53641738836435509041custom 54090484192116828431custom 54294527737478602611custom 54539447087892093351custom 54629224273884035661

5 May 2026, 16:32 UTC226 views5 reactions3 Starsread 9 August 2026
Video

NeCL представляет PersonaOS — open-source инфраструктуру персональной AI-памяти Современные LLM — амнезики: каждая сессия с чистого листа, а контекст, накопленный годами, остаётся внутри закрытых платформ. Мы считаем, что память — это инфраструктура, и она должна быть открытой. PersonaOS — self-hosted система памяти для любого AI-агента (Claude Code, Cursor, ChatGPT через MCP). Все данные локально, в markdown-файла…

custom 53641738836435509045

4 May 2026, 15:36 UTC196 views4 reactionsread 9 August 2026
Photo

Павел Дуров заявил, что Telegram заменит TON Foundation, став во главе блокчейна 🎆🎆🎆

custom 53641738836435509044

4 May 2026, 00:22 UTC176 views5 reactionsread 9 August 2026
Photo

Мы счастливы 😂 📱 https://github.com/adjacentai/cream-typer

custom 53641738836435509045

2 May 2026, 21:43 UTC574 views5 reactions2 Starsread 9 August 2026
Photo

8 часов текста в день. Запястья умирали 💻 Выпустили open source Cream Typer голосовая диктовка для macOS, которая работает полностью офлайн. Caps Lock → говоришь → текст вставляется куда надо. whisper.cpp на Metal GPU, ~0,4 сек на 10 секунд речи. 18 языков. Автоперевод в английский одной строкой конфига — без отдельного пайплайна. – Всего ~ 300 строк Python. – Никакой телеметрии. – Можно стать ещё быстрее и проду…

custom 53641738836435509044custom 54294527737478602611

25 Apr 2026, 12:28 UTC199 views2 reactionsread 9 August 2026
Photo

Можете собрать имя 🔗

custom 53641738836435509042

Showing the 12 most recent of 20 posts we hold for @necl_company. 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.

Stars beside a post are paid reactions — Telegram Stars, bought with money and spent on that post. They are a different unit from reactions and are never added to them, here or anywhere else on this page.

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

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

“NeCL СO.” (@necl_company), 111 subscribers as measured 17 September 2026. Telegram Register, tgregister.com/channel/necl_company.

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.