کمیته آموزش انجمن ملی هوش مصنوعی ایران رویداد جمعههای هوش مصنوعی را برگزار میکند: https://www.skyroom.online/ch/isiraninstitute/ai-meeting

Channel
SmartEra Blog
@smartera_academy_ai
On this record: Topic · Growth · Engagement · Reactions · Posts · Citations · Handles named that no longer answer · Telegram's recommendations · Cite this entry
472subscribers
-3 since we began measuring on 6 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
Register entry
| Telegram ID | -1002163792531 |
|---|---|
| Type | Channel |
| Username | @smartera_academy_ai |
| Created | Between 1 June 2024 and 30 September 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 6 August 2026 |
| Last confirmed live | 14 September 2026 |
| Measurements held | 6 |
| Confirmed unchanged | 1 time, most recently 14 September 2026 |
| On Telegram | t.me/smartera_academy_ai |
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 21 September 2026 and assigned it the closest of 31 fixed categories, at 97% 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
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 14 Sept 2026, 05:58 | 472 | +1 |
| 7 Sept 2026, 08:22 | 471 | +2 |
| 22 Aug 2026, 19:17 | 469 | -5 |
| 14 Aug 2026, 10:39 | 474 | -1 |
| 6 Aug 2026, 19:02 | 475 | no change |
| 6 Aug 2026, 01:17 | 475 | first reading |
Engagement
20 posts held, back to 4 August 2025 — 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 19 December 2025. An engagement rate over an empty window would be a number about nothing.
Reaction mix
36 reactions across 12 posts, in 3 distinct kinds. The most used accounts for 55.6% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 👍 | 20 | 55.6% | |
| 🔥 | 13 | 36.1% | |
| 🏆 | 3 | 8.33% |
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 12 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 36 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 August 2025 to 19 December 2025, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
Recent posts
💥 لطفا با RAG رگ به رگ نشید... این روزها همه دربارهی Retrieval-Augmented Generation حرف میزنن: «یه بردار میسازیم، میذاریم تو FAISS/Qdrant، بعد هر سؤال، چندتا داک میاد و مدل جواب میده.» روی کاغذ عالیه امما در عمل، اینطوری نیست. چند تا چیز کوچیک که فراموش میشن اما کل سیستم رو میترکونن: چانکینگ اشتباه → هم هزینهی embedding میره بالا، هم جوابها مبهم و ترکیبی میشن. ایندکسکردن «یکجای» همهچیز → مخصوصاً ر…
👍7
تفکر اشتباهی که منجر به ضرر میلیاردی میشه ... تصوّر کنید یه شرکت تازه میخواد تیم هوش مصنوعیش رو راه بندازه. جلسه میگیرن، بودجه رو میبینن، یکی میگه: «بچهها، بهجای کیس و اینهمه شلوغبازی، چند تا لپتاپ RTX 4090 میگیریم، اسمش همونه دیگه! هم شیکه، هم قابل حمل.» همه سر تکون میدن، تصمیم تأیید میشه، خرید انجام میشه. ✅ چند هفته میگذره… مدلها دیر جواب میدن، ترینینگ طولانی میشه، فنها مثل موتور جت کار میکنن، …
🔥1
🤖 چطور یک Agent شخصی بسازیم بدون هزینهی سنگین؟ برای ساخت دستیار شخصی (برنامهریز روزانه، خلاصهساز ایمیل، تحلیلگر داده، Research Agent و…) لازم نیست فقط به یک سرویس بچسبی. میتونی از ترکیب چند API رایگان استفاده کنی و یک Agent قوی برای خودت بسازی 👇 🧠 مغز اصلی Agent (LLMهای متنی) 1️⃣ Google AI Studio (Gemini) سایت: https://ai.google.dev برای منطق اصلی Agent، چت، استدلال و خلاصهسازی عالیه؛ پلن رایگانش برای شروع…
🔥2👍1
🤫 بزرگترین دروغی که تو پروژههای هوش مصنوعی به تازهکارها میگن! خیلیها فکر میکنن پروژه ML یعنی فقط model.fit بزنی و تمام... ولی بخش "مدل ساختن" شاید فقط ۲۰٪ کار هم نباشه! 😅 اصل داستان، اون ۸۰٪ کار طاقتفرسا و دور از چشم دوربینهاست؛ از "حمام داده" تا مراقبت از مدلی که بعد از استقرار(deploy)، "کهنه" میشه (Model Drift). ⚠️ اگه ندونی یه پروژه واقعی ML چه مسیری رو طی میکنه، پروژه تو همون لپتاپت خاک میخوره! ما …
🔥1
من یک مهندس هوش مصنوعی هستم گه خجالت نمیکشم از اینکه بگم 😅 پیشرفت هوشمصنوعی مثل اینکه اول شغل مهندسین هوشمصنوعی رو هدف قرار میده دلیلم هم این سایتها هستن: جایگزین مهندس LLM: chatbot.com intercom.com tedio.com dify.ai manychat.com botpress.com drift-ai.tech جایگزین مهندس avatar: d-id.com heygen.ai invideo.io جایگزین مهندس تولید محتوا تصویری و ویدئویی: invideo.io comfy.org invoke.ai این لیست رو به مرور بیشتر پر…
👍1
کار دست بچههای اسمارترا
🔥2
💝 سلام دوستان عزیزم 💝 🔴 محصول Free و Open Source دیگری از کانال متخصصین ایرانی! DT Protect PDF 🎁 🟢 این فیلم و این محصول، برای عموم، خصوصا برنامهنویسان و مدیران شرکتها مفید میباشد! 🟢 از طریق این برنامه، میتوانید فایلهای PDF خودتان را Protect نمایید. یعنی امکان چاپ متن، کپی متن، استخراج متن، ویرایش متن و غیره را از دیگران سلب نمایید. علاوه بر این، میتوانید یک سری Metadata مانند نام نویسنده، موضوع و غیره را نی…
👍2🏆1🔥1
جمعه های هوش مصنوعی انجمن ملی هوش مصنوعی ایران https://meet.google.com/puu-nzno-xau https://www.aparat.com/Iranaiai
🔥 سرویس NVIDIA DGX Spark رسید! انقلاب در قدرت محاسباتی روی میز کار شما ایلان ماسک با انتشار این ویدئو سبک جدید آنباکسینگ رو ارائه کرد😅 نخستین سوپراسپکامپیوتر شخصی AI دنیا توسط NVIDIA معرفی شد — با نام DGX Spark ✨ دستگاهی که میتواند مدلهای تا ۲۰۰ میلیارد پارامتر را بهصورت محلی (بدون نیاز به ابر) اجرا کند، فقط با ۴۰ وات برق معمولی! ⚡️ 📦 این سیستم کوچک اما قدرتمند، با معماری Grace Blackwell ساخته شده و ادامهدهنده…
🔥2👍1
👩🏼💻 روز برنامهنویس مبارک 🎉🎈🎂 امروز روز کسانی است که با خط به خط کدهایشان دنیای دیجیتال را میسازند، مشکلات را حل میکنند و آینده را میآفرینند. به همه برنامهنویسها که بیوقفه در حال خلق، توسعه و نوآوری هستند تبریک میگم. 🙌✨ ⚡ امیدوارم همیشه Debug زندگیتون موفق باشه. 🪐 هیچوقت در حلقه بیپایان مشکلات نیفتید. 🏆 و همیشه Compile موفقیتهایتان بدون Error باشه! 🚀 🚀Telegram: @aiwithsanaz 💎 Instagram: @ai.with.sanaz
🔥2🏆1
🎓 ثبت نام دورههای تخصصی هوش مصنوعی آغاز شد! 💡 انجمن ملی هوش مصنوعی ایران با همکاری آکادینو مجموعهای از کاربردیترین دورههای آموزش هوش مصنوعی را برگزار میکند: ✅ آشنایی با هوش مصنوعی و کاربردهای آن ✅ یادگیری ماشین (Machine Learning) ✅ یادگیری عمیق (Deep Learning) ✅ مهندسی عملیات یادگیری ماشین (MLOps) ✅ استقرار مدلهای زبان بزرگ (LLMOps) برگزار کنندگان: انجمن ملی هوش مصنوعی و آکادینو 📅 زمان: پاییز ۱۴۰۴ 📍 شیوه برگ…
👍4
Showing the 12 most recent of 20 posts we hold for @smartera_academy_ai. 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
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
Names
Channels on the register whose handles appear in this channel's posts.
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.
Handles this channel named that no longer answer
- Dead references
- 1
- handles named in this channel’s posts, vacant today
- Evidenced gone
- 0
- we ourselves saw one of these resolve, at some point
- Never seen alive
- 1
- vacant every time we have ever looked
@smartera_academy_ai named 1 handle that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handle’s history — see the two groups below.
Most of these may never have existed as a live channel at all. A handle a channel names can be a typo, an aspirational name nobody registered, or a channel that was already gone before this one ever mentioned it. Unless a row below is marked evidenced, all we know is that it references a handle that is not a live channel today — not that anything “died”. How this is measured.
Never seen alive
References a handle that is not a live channel — we have no record it ever was one.
named in 1 post, 8 August 2026 – 8 August 2026
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.
@asrgooyeshpardaz · 100,413
Telegram ranks this channel #15 of 89 here — alongside 88 others — read 24 August 2026
@pardismusik1 · 27,474
Telegram ranks this channel #26 of 55 here — alongside 54 others — read 10 September 2026
@arefehmasoudy · 23,344
Telegram ranks this channel #29 of 83 here — alongside 82 others — read 18 September 2026
@turkishmusic2021 · 33,433
Telegram ranks this channel #45 of 64 here — alongside 63 others — read 4 September 2026
This channel appears in 4 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 14 September 2026 — this entry's latest reading, not the date you are reading this.
“SmartEra Blog” (@smartera_academy_ai), 472 subscribers as measured 14 September 2026. Telegram Register, tgregister.com/channel/smartera_academy_ai.
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.