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Telegram profile photo for zostaff (smart arc)

Channel

zostaff (smart arc)

@zostaffsmartarc

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

1,624subscribers

+142 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1003322185324
TypeChannel
Username@zostaffsmartarc
CreatedBetween 1 November 2025 and 31 March 2026— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live30 August 2026
Measurements held10
Confirmed unchanged1 time, most recently 30 August 2026
On Telegramt.me/zostaffsmartarc

Growth

1,4701,6241,5477 August 2026 — 1,482 subscribers7 August 2026 — 1,482 subscribers7 August 2026 — 1,481 subscribers11 August 2026 — 1,483 subscribers14 August 2026 — 1,480 subscribers17 August 2026 — 1,475 subscribers20 August 2026 — 1,472 subscribers24 August 2026 — 1,471 subscribers26 August 2026 — 1,470 subscribers30 August 2026 — 1,624 subscribers7 August 202630 August 2026
10 measurements spanning 22 days, net +142. 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 1,447–1,647 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
30 Aug 2026, 05:461,624+154
26 Aug 2026, 22:561,470-1
24 Aug 2026, 05:141,471-1
20 Aug 2026, 05:341,472-3
17 Aug 2026, 12:081,475-5
14 Aug 2026, 09:371,480-3
11 Aug 2026, 00:061,483+2
7 Aug 2026, 22:571,481-1
7 Aug 2026, 21:481,482no change
7 Aug 2026, 18:541,482first reading

Engagement

18 posts held, back to 18 May 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof 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 18 posts for this entry, the most recent from 27 July 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
9s
Average length
5s

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

65 reactions across 13 posts, in 2 distinct kinds. The most used accounts for 87.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
custom 53033708433828877335787.7%
custom 5303115765275179113812.3%

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 areTelegram’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 13 of the 18 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 65reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 18 most recent posts we hold, published 18 May 2026 to 27 July 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 18 we hold a reading for · 6%
Most on one post
1
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @zostaffsmartarc. 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 18 most recent posts we hold for this entry, published 18 May 2026 to 27 July 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

27 Jul 2026, 14:03 UTC280 views3 reactionsread 7 August 2026
Video

getting back into it after a long break

custom 53033708433828877333

26 Jul 2026, 10:32 UTC333 views5 reactionsread 7 August 2026
Video

kinda stuck on how to run the telegram channel rn, while it's summer i just wanna skate and vibe with the warm weather, btw dropped a new article yesterday on graph engineering in finance https://x.com/zostaff/status/2080655698619142274

custom 53033708433828877334custom 53031157652751791131

13 Jul 2026, 19:34 UTC596 views5 reactionsread 7 August 2026
Photo

I love math You have 100 balls: 50 red and 50 blue. You distribute them between two boxes however you like. A box is chosen at random, then a ball drawn at random from that box. How do you maximise the probability of drawing a red ball? omg - integrals under pressure

custom 53033708433828877334custom 53031157652751791131

12 Jul 2026, 13:13 UTC533 viewsread 7 August 2026
Photo

haven't posted anything to the channel in a while and honestly kinda glad to tell y'all about it, for a long time i was tryna break myself internally and switch from finance work to some general ai engineering, cuz i caught burnout. now i'm back on finance and i'm actually into it, wrote an article that landed pretty decent with people compared to the last ones turns out i just love finance and there's no getting aw

5 Jul 2026, 13:38 UTC670 views2 reactionsread 7 August 2026
Photo

i'm getting pulled into ai more and more, dropped 6 accounts i read every day. 1. https://x.com/karpathy — Andrej Karpathy 2. https://x.com/rasbt — Sebastian Raschka 3. https://x.com/AndrewYNg — Andrew Ng 4. https://x.com/drfeifei — Fei-Fei Li 5. https://x.com/demishassabis — Demis Hassabis 6. https://x.com/GaryMarcus — Gary Marcus

custom 53033708433828877332

30 Jun 2026, 12:56 UTC629 views2 reactionsread 7 August 2026
Photo

didn't think gathering my thoughts and recording a video would be this hard, my english on camera turned out, mildly put, not great, so imma just record the video in my native language and slap a translation over it, lucky for me ai lets you do that now. would appreciate if anyone could drop some sick services for video dubbing.

custom 53033708433828877332

22 Jun 2026, 20:10 UTC714 views5 reactionsread 7 August 2026
Photo

going deeper and deeper into ai, even thinking about starting a youtube channel. if you got any ideas around analytics or ai, i'd be happy to make an article on it or do a deeper breakdown. btw i opened up the comments.

custom 53033708433828877335

17 Jun 2026, 19:20 UTC874 viewsread 7 August 2026
Photo

prompt engineering, my friend was getting paid $70k a year for that role 4 years ago, now that role has merged with the engineering position, kinda interesting to see ai itself forcing certain professions to get absorbed. https://x.com/zostaff/status/2065765842709590018

15 Jun 2026, 10:24 UTC798 views7 reactionsread 7 August 2026
Photo

There's a certain kind of person you see everywhere these days, especially online. He devours information nonstop: philosophy, psychology, productivity, spirituality, neuroscience, business, self-help, history. He's picked up a thin layer of everything and lived almost none of it. His whole sense of self gets organized around understanding rather than doing. He watches videos on confidence instead of just speaking u

custom 53033708433828877337

11 Jun 2026, 17:12 UTC730 views2 reactionsread 7 August 2026
Photo

right now i'm going deep into ai, studying a bunch of directions watching my friends pull +$10k a month with ai, and they're not phds or top tier programmers honestly ai is what's actually worth diving into right now before this bubble pops https://x.com/zostaff/status/2065069139341742588

custom 53033708433828877332

3 Jun 2026, 18:14 UTC893 views8 reactionsread 7 August 2026
Photo

starting to learn agentic orchestration, the future is in this, hedge funds have been using it for ages and i wanna learn it too don't judge too hard, first article like this, gonna get better from here

custom 53033708433828877338

31 May 2026, 12:07 UTC965 views10 reactionsread 7 August 2026
Photo

1M views in 24 hours article went viral, never give up i put a ton of time into this and it paid off

custom 530337084338288773310

Showing the 12 most recent of 18 posts we hold for @zostaffsmartarc. 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.

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

“zostaff (smart arc)” (@zostaffsmartarc), 1,624 subscribers as measured 30 August 2026. Telegram Register, tgregister.com/channel/zostaffsmartarc.

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.