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Channel

DeepMind AI Expert

@AI_DeepMind

On this record: Growth · Engagement · What this channel posts · Reactions · Stars · Posts · Posts edited after publishing · Citations · Telegram's recommendations · Cite this entry

15,491subscribers

+121 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1001360412418
TypeChannel
Username@AI_DeepMind
CreatedBetween 1 March 2018 and 31 July 2021— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live22 August 2026
Measurements held16
Confirmed unchanged1 time, most recently 22 August 2026
On Telegramt.me/AI_DeepMind

Growth

15,37015,49115,430.56 August 2026 — 15,370 subscribers7 August 2026 — 15,383 subscribers8 August 2026 — 15,391 subscribers9 August 2026 — 15,399 subscribers10 August 2026 — 15,406 subscribers11 August 2026 — 15,431 subscribers12 August 2026 — 15,430 subscribers13 August 2026 — 15,431 subscribers14 August 2026 — 15,434 subscribers15 August 2026 — 15,448 subscribers17 August 2026 — 15,463 subscribers18 August 2026 — 15,467 subscribers19 August 2026 — 15,465 subscribers20 August 2026 — 15,473 subscribers21 August 2026 — 15,476 subscribers22 August 2026 — 15,491 subscribers6 August 202622 August 2026
16 measurements spanning 16 days, net +121. 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 15,352–15,509 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
22 Aug 2026, 18:1715,491+15
21 Aug 2026, 05:5415,476+3
20 Aug 2026, 03:0215,473+8
19 Aug 2026, 06:0215,465-2
18 Aug 2026, 08:2215,467+4
17 Aug 2026, 09:5615,463+15
15 Aug 2026, 17:1815,448+14
14 Aug 2026, 06:1515,434+3
13 Aug 2026, 01:1615,431+1
12 Aug 2026, 00:3315,430-1
11 Aug 2026, 01:3115,431+25
10 Aug 2026, 02:4115,406+7
9 Aug 2026, 04:1115,399+8
8 Aug 2026, 07:1815,391+8
7 Aug 2026, 05:5715,383+13
6 Aug 2026, 07:3215,370first reading

Engagement

50 posts held, back to 1 August 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 36 pagesof Telegram’s post history, 20 posts per page.

ERR · 30 days
16.6%
avg views ÷ 15,491 subscribers
Avg views / post
2,570
50 posts measured
Reaction rate
0.403%
reactions ÷ views · ER floor
Posts in window
50
of 50 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. It is computed over the 47 of 50 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 22 August 2026
Posts held50 (1 August 202622 August 2026)
Views total128,720
Reactions total493
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken22 Aug 2026, 11:41 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
2m 21s
Average length
35s

Measured directly from 4 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

470 reactions across 46 posts, in 7 distinct kinds. The most used accounts for 46.8% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
22046.8%
👍10722.8%
🔥6213.2%
🍓316.60%
👌204.26%
🕊173.62%
🆒132.77%

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 47 of the 50 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 493reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 50 most recent posts we hold, published 1 August 2026 to 22 August 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
1
across the posts below
Posts paid on
1
of 50 we hold a reading for · 2%
Most on one post
1
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @AI_DeepMind. 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 50 most recent posts we hold for this entry, published 1 August 2026 to 22 August 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

22 Aug 2026, 10:24 UTC797 views14 reactionsread 22 August 2026

چاپ مقاله در نشریات خارجی جرم انگاری شد . جزییات بیشتر در ایسنا بخوانید https://www.isna.ir/amp/1405052816898/

🍓8🆒5🔥1

Signed Farzad 🦅

21 Aug 2026, 18:40 UTC≈1,210 views9 reactionsread 22 August 2026

این #مقاله بررسی می‌کند که یک شبکه عصبی در شرایط واقعی آموزش، حداکثر چند نمونه را می‌تواند کاملاً یاد بگیرد. سؤال اصلی این است که آیا تعداد پارامترهای مدل واقعاً معیار مناسبی برای تعیین ظرفیت آن است یا معماری، داده، تابع فعال‌سازی و الگوریتم بهینه‌سازی نیز ظرفیت عملی مدل را تغییر می‌دهند. تعداد پارامترهای یک شبکه عصبی به‌تنهایی مشخص نمی‌کند چه مقدار داده را می‌تواند یاد بگیرد. شبکه‌های عصبی معمولاً در حفظ داده‌های

9

Signed Farzad 🦅

20 Aug 2026, 18:58 UTC≈1,330 viewsread 22 August 2026
Forwarded from @AccmarsPhoto

🔥 آفر ویژه اکمارس برای ابزارهای هوش مصنوعی ChatGPT Plus — ۱,۴۴۰,۰۰۰ تومان Gemini Pro — ۴۵۰,۰۰۰ تومان Cursor Pro — ۳,۴۰۰,۰۰۰ تومان Claude Pro — ۴,۲۹۰,۰۰۰ تومان لینک خرید اکانت های هوش مصنوعی اکمارس ⚡️ فعال‌سازی سریع | 🛡 گارانتی و پشتیبانی @Accmars https://t.me/Accmars_support 🌐 www.accmars.com

Signed Farzad 🦅

20 Aug 2026, 14:53 UTC783 views3 reactionsread 22 August 2026

کلاینت های فیلترشکنی که هرکسی باید آنها رو داشته باشد. ▪️ Throne (Formerly Nekoray) برای انواع سیستم عامل ها نظیر ویندوز، لینوکس، مک موجود هست. این جدیدترین نسخه نکوری هست و اپدیت های منطم خود را دریافت میکند. نکوری دیگر اپدیت نمیگردد. 🔶 Happ - Proxy Utility 🔸 AppleStore Happ 🔸 GooglePlay Store برای انواع سیستم عامل ها نظیر ویندوز، لینوکس، مک، اندروید و IOS موجود هست. 🔸 OpenVPN Connect Official website 🔸 OpenVPN Co

3

19 Aug 2026, 19:44 UTC≈2,310 views9 reactionsread 22 August 2026

انتروپیک با مدل opus 5 اومد 80درصد سیستم پرامپت رو حذف کرد و گفت دیگه لازم نیست چون مدلها باهوش شدن. ولی خب اتفاقی که افتاده اینه که opus 5 خیلی کارهای عجیب و اضافه و نامربوط میکنه و مثل قبل دیگه خیلی طبق خواست ما پیش نمیره. یه دولوپر خفن اومده این سیستم پرامپت رو نوشته. اگر شماهم این مشکل رو دارید استفادش کنید: https://github.com/disler/fixing-smartass-opus-5/blob/main/sr_opus_5_system_prompt.md ☑️ @AI_DeepMind ✅

👍81

Signed Farzad 🦅

18 Aug 2026, 17:57 UTC≈2,330 views5 reactionsread 22 August 2026
Video

🚀 پارس‌بنچ ۰.۳ منتشر شد — این بار برای اپ شما، نه فقط مدل چت‌بات یا ایجنت فارسی ساختید؟ پارس‌بنچ حالا خودِ اپ شما رو ارزیابی می‌کنه: 🧪در AppEvaluator — با چند خط پایتون تعریف کنید چه tool‌ای با چه آرگومان‌هایی باید صدا زده بشه و جواب چی باید داشته باشه 🗓 تطبیق فارسی‌آگاه — «۵ مهر» = 2026-09-27، «۲۵۰ هزار تومان» = ۲٬۵۰۰٬۰۰۰ ریال، ارقام فارسی = لاتین، نیم‌فاصله هم بی‌اثر 🎭 شبیه‌ساز کاربر ایرانی — مکالمه‌ی چندمرحله‌

🍓41

Signed Farzad 🦅

18 Aug 2026, 16:45 UTC≈2,010 views9 reactionsread 22 August 2026
Photo

در این صفحه، Tencent مدلی به نام UI-Mate-27B معرفی کرده که یک GUI Agent یا «عامل هوش مصنوعی برای کار با کامپیوتر» است؛ یعنی فقط چت نمی‌کند، بلکه می‌تواند صفحه‌ی کامپیوتر را ببیند و تصمیم بگیرد با موس و کیبورد چه کاری انجام دهد. مدل می‌تواند عملیات‌هایی مثل کلیک، تایپ، Scroll، صبر کردن و ادامه‌ی مراحل یک کار را برنامه‌ریزی کند. اجرای واقعی این دستورات توسط یک محیط خارجی مثل pyautogui انجام می‌شود. به‌جای اینکه تمام م

👍53👌1

Signed Farzad 🦅

18 Aug 2026, 16:05 UTC≈2,870 views2 reactionsread 22 August 2026

کلاینت های فیلترشکنی که هرکسی باید آنها رو داشته باشد. ▪️ Throne (Formerly Nekoray) برای انواع سیستم عامل ها نظیر ویندوز، لینوکس، مک موجود هست. این جدیدترین نسخه نکوری هست و اپدیت های منطم خود را دریافت میکند. نکوری دیگر اپدیت نمیگردد. 🔶 Happ - Proxy Utility 🔸 AppleStore Happ 🔸 GooglePlay Store برای انواع سیستم عامل ها نظیر ویندوز، لینوکس، مک، اندروید و IOS موجود هست. 🔸 OpenVPN Connect Official website 🔸 OpenVPN Co

2

Signed Farzad 🦅

18 Aug 2026, 15:38 UTC≈2,720 views2 reactionsread 22 August 2026

آفرهای فیلترشکن تونل ویژه کانال برای شرایط عادی یک ماهه مناسب برای تمام وب سایتها از جمله هوش مصنوعی و ... 10 گیگ 55 تومن 20 گیگ 110 تومن 30 گیگ 165 تومن 40 گیگ 220 تومن 50 گیگ 275 تومن و IP ثابت امریکا، ترکیه، آلمان یک ماهه 30 گیگ 950 50 گیگ 1500 100 گیگ 2800 برای تهیه بهم پیام بدید @Farzadh1h

2

Signed Farzad 🦅

18 Aug 2026, 08:21 UTC≈2,240 views6 reactionsread 22 August 2026

🟠 نتایج نهایی کنکور دکتری ۱۴۰۵ اعلام شد ▫️نتایج نهایی آزمون دکتری سراسری و آزاد ۱۴۰۵ بر روی سایت سازمان سنجش قرار گرفت. مشاهده نتایج: https://result2.sanjesh.org/RSPHD/phd1405final/

6

Signed Farzad 🦅

17 Aug 2026, 10:38 UTC≈2,560 views16 reactionsread 22 August 2026
Photo

مدل های زیر فعلا رایگان شدند DeepSeek V4 Pro Qwen 3.8 Max وارد لینک بشید https://www.tokenrouter.com/models/# ثبت نام کنید استفاده کنید

👍123🔥1

Signed Farzad 🦅

17 Aug 2026, 09:22 UTC≈2,250 views10 reactionsread 22 August 2026
Photo

وقتی یک AI Agent خراب عمل می‌کند، دقیقاً کدام بخش مقصر است؟ خود مدل، Harness، حافظه، ابزار، محیط یا سیستم ارزیابی؟ هنگام شکست یک AI Agent نباید فوراً خود LLM را مقصر دانست؛ ابتدا باید تعامل ایجادکننده خطا و Component واقعاً مسئول آن شناسایی شود، زیرا اصلاح Model، Memory، Context، Tool، Harness و Environment راه‌حل‌های کاملاً متفاوتی می‌طلبد. ▪️ Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent F

👌72👍1

Signed Farzad 🦅

Showing the 12 most recent of 50 posts we hold for @AI_DeepMind. 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.

Posts edited after publishing

@AI_DeepMind edited 2 posts after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
8 August 2026
Most recent edit
20 August 2026

Citation-graph rank

Citation-graph rank — 205,265 of 1,583,249entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.

Forward network

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

Named by 7 registered channels — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.

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.

هوش مصنوعی در پژوهش
@AI_in_Research · 249,739
Telegram ranks this channel #1 of 92 here — alongside 91 others — read 19 August 2026
Dr Ahmadian
@drmjahmadian · 90,838
Telegram ranks this channel #4 of 93 here — alongside 92 others — read 17 August 2026
KhashayarTalks
@khashayartalks · 76,883
Telegram ranks this channel #8 of 95 here — alongside 94 others — read 19 August 2026
FaraDars | فرادرس‎‎
@faradars · 61,251
Telegram ranks this channel #23 of 87 here — alongside 86 others — read 22 August 2026
ApplyAbroad | هلدینگ پرگار
@pargarwiki · 131,646
Telegram ranks this channel #29 of 90 here — alongside 89 others — read 19 August 2026
فریلنسر
@freelancer_job · 71,425
Telegram ranks this channel #42 of 87 here — alongside 86 others — read 20 August 2026
جادی | Jadi
@jadivarlog · 100,916
Telegram ranks this channel #42 of 94 here — alongside 93 others — read 15 August 2026
آموزش برنامه نویسی و هوش‌مصنوعی | Max academy
@max_academy · 70,893
Telegram ranks this channel #48 of 83 here — alongside 82 others — read 20 August 2026
کتاب &‌ اخبار دانشجویی
@ketabkhaneh_daneshjoyi · 103,761
Telegram ranks this channel #48 of 82 here — alongside 81 others — read 15 August 2026
اطلاع‌رسانی دانشجویی
@ettela_daneshjoyi · 112,182
Telegram ranks this channel #53 of 80 here — alongside 79 others — read 14 August 2026
کتابخانه دانشجویان
@ketabkhaneh_daneshjoyan · 111,216
Telegram ranks this channel #62 of 75 here — alongside 74 others — read 14 August 2026
ویکی تجربه - استخدام و بررسی شرکت ها
@wiki_tajrobe · 84,314
Telegram ranks this channel #71 of 92 here — alongside 91 others — read 18 August 2026
TechTube 𝕏 تک توب
@TechTube · 75,535
Telegram ranks this channel #72 of 90 here — alongside 89 others — read 19 August 2026

This channel appears in 13 seed channels' Telegram-generated recommendation lists 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 22 August 2026 — this entry's latest reading, not the date you are reading this.

“DeepMind AI Expert” (@AI_DeepMind), 15,491 subscribers as measured 22 August 2026. Telegram Register, tgregister.com/channel/AI_DeepMind.

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.