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Channel

TVM Labs News

@tvm_labs

On this record: Growth · Engagement · Reactions · Posts · Citations · Cite this entry

267subscribers

-4 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-1002044183101
TypeChannel
Username@tvm_labs
CreatedBetween 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live3 September 2026
Measurements held5
Confirmed unchanged1 time, most recently 3 September 2026
On Telegramt.me/tvm_labs

Growth

2672712697 August 2026 — 271 subscribers8 August 2026 — 271 subscribers14 August 2026 — 267 subscribers20 August 2026 — 268 subscribers3 September 2026 — 267 subscribers7 August 20263 September 2026
5 measurements spanning 26 days, net -4. 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 266–272 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
3 Sept 2026, 00:13267-1
20 Aug 2026, 20:44268+1
14 Aug 2026, 15:26267-4
8 Aug 2026, 08:48271no change
7 Aug 2026, 12:13271first reading

Engagement

20 posts held, back to 1 June 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 page of Telegram’s post history, 20 posts per page.

ERR · 30 days
64.4%
avg views ÷ 267 subscribers
Avg views / post
172
1 post measured
Reaction rate
7.56%
reactions ÷ views · ER floor
Posts in window
1
of 20 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 7 August 2026
Posts held20 (1 June 20267 August 2026)
Views total172
Reactions total13
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken8 Aug 2026, 08:48 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.

Reaction mix

334 reactions across 19 posts, in 16 distinct kinds. The most used accounts for 41.9% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
🔥14041.9%
9327.8%
👍4312.9%
❤‍🔥185.39%
💯72.10%
61.80%
👏61.80%
🎉51.50%
🥰51.50%
👌41.20%
🥴20.599%
🆒10.299%
👨‍💻10.299%
👻10.299%
💩10.299%
🕊10.299%

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 19 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 334 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 1 June 2026 to 7 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.

Recent posts

7 Aug 2026, 15:55 UTC172 views13 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 07.08.26 This update brings together the main Acki Nacki progress from the week: DEX.DO, Bridge, and Node. 📊 DEX.DO 🚀 DEX.DO Season 2 launches on Mainnet next week! Stay tuned for the official announcement. 🔹 A new ‘dexdo-cli’ release is coming with support for the latest contract updates. Key improvements will include: — deadline support for both BUY and SELL orders; — improved access to

🔥5👏4👍31

31 Jul 2026, 15:32 UTC450 views2 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 31.07.26 This update brings together the main Acki Nacki progress from the week: DEX.DO and SDK. 📊 DEX.DO 'Shellnet' Points & Rewards Season 1 has officially concluded! A huge thank you to everyone who participated and helped shape the future of Acki Nacki. 🎉 🔹 We apologize for the reward calculation issue that occurred on the final day of the season. The historical data has been successf

2

29 Jul 2026, 09:37 UTC403 views19 reactionsread 8 August 2026
Photo

🚀 DEX.DO Season 1 on 'Shellnet' is entering its final phase The Shellnet contracts have been updated to support contract version 4.0.30 and the new UpdateCustodianMultisigWallet_v2 (v2.2.0). We're now entering the final phase of DEX.DO testing before the Mainnet launch. Testing is open — feel free to create new orders and continue testing. ⏳ Season 1 testing will remain open for at least another 24 hours, but it m

❤‍🔥7👍6🔥41💩1

24 Jul 2026, 18:07 UTC515 views11 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 24.07.26 This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, Bridge, and Popit Music. 📊 DEX.DO 🔹 The new version of dexdo-cli is now available, bringing a range of fixes and improvements for greater reliability and a smoother user experience. The update resolves issues with model-only orders, Private Note deployment, buyer and seller workflows, Anthr

🔥9🥰2

24 Jul 2026, 12:39 UTC411 views4 reactionsread 8 August 2026
Photo

🚨 URGENT FOR ALL DEX.DO TEST PARTICIPANTS 🚨 ⚠️You have 24 hours to withdraw all rewards from your Private Notes to your wallet in app.dex.do (https://app.dex.do) In the coming days, the contracts on the `Shellnet` test network will be updated, and any funds remaining in your Private Notes may become inaccessible.

4

17 Jul 2026, 10:47 UTC566 views26 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 17.07.26 This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, and Bridge. 📊 DEX.DO 🔹 DEX.DO Bug Bounty program is in development. Stay tuned! 🔹 DEX.DO CLI has been updated to v0.0.12. The release fixes a critical security issue affecting withdrawals from previous-generation Private Notes, restores compatibility with the updated Shellnet and the new ‘

🔥167👍3

10 Jul 2026, 16:46 UTC417 views13 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 10.07.26 This update brings together the main Acki Nacki progress from the week: DEX.DO, Node & SDK, and Bridge. 📊 DEX.DO 🔹Released DEX.DO CLI (https://github.com/gosh-sh/dexdo-cli) - the official command-line interface for DEX.DO, making it easier to automate trading workflows, test the API, and integrate DEX.DO with AI agents. Community feedback is welcome — report issues at https://gith

12🔥1

10 Jul 2026, 15:53 UTC415 views2 reactionsread 8 August 2026
Photo

🚨 URGENT FOR ALL DEX.DO TEST PARTICIPANTS 🚨 You have 24 hours to withdraw all rewards from your Private Notes to your wallet in app.dex.do SHELLNET/TESTNET contracts will be updated in the coming days, and any funds left in your Private Notes may become inaccessible 📌 STEP 0 — upgrade your CLI to v0.0.9 first (fixes a fund-loss bug): curl -fsSL https://github.com/gosh-sh/dexdo-cli/releases/latest/download/install

1🔥1

3 Jul 2026, 19:31 UTC451 views21 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 03.07.26 📊 DEX.DO 🔹The DEX.DO Points & Rewards program has officially launched. 🔹DEX: https://dex.do/ 🔹Incentive Program: https://seasons.dex.do/ 🤖 Bridge 🔹The final version of the node supporting deposits from EVM to Acki Nacki has been deployed to Shellnet. 🔹On the Pruvendo side, the end-to-end deposit flow from EVM to Shellnet has been successfully validated. This component is now ente

10🔥7👍4

3 Jul 2026, 10:59 UTC394 views5 reactionsread 8 August 2026
Photo

🤩 DEX.DO Season 1 is live — trade AI access, earn NACKL Season 1 of the DEX.DO incentive program is open on Acki Nacki Shellnet. Your activity now earns points that convert into a NACKL allocation once all seasons end. ⚙️ How it works 🔺 Connect a wallet — sign in with your Acki Nacki multifactor wallet. 🔺 Use it and invite — jump into the marketplace and bring friends along. Every meaningful action earns points (t

5

26 Jun 2026, 15:32 UTC502 views19 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 26.06.26 📊 DEX.DO 🔹The Points and Rewards program terms have been published. The program launch is coming — stay tuned for updates! 🔹https://app.dex.do/ dashboard and leaderboards for Points and Rewards program participants is released. 🔹Debugging of the AI Token Market client is in progress. AI Token exchange contracts are ready. 🔹The skills library has been expanded with a new set of DEX

🔥106❤‍🔥3

19 Jun 2026, 16:05 UTC878 views30 reactionsread 8 August 2026
Photo

Acki Nacki News Update - 19.06.26 📊 DEX.DO 🔹The Points and Rewards program terms have been finalized, and the new landing page is ready for publication. Stay tuned for announcements! 🔹The backend for calculating program points, the participant account, and leaderboard are in development. 🔹A smart contract system with a primary market for model tokens is being developed in parallel. The program launch will not be

🔥1674👨‍💻1👻1🆒1

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

Named by 1 registered channel — 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.

Named by

Channels on the register whose posts name this channel's handle.

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

“TVM Labs News” (@tvm_labs), 267 subscribers as measured 3 September 2026. Telegram Register, tgregister.com/channel/tvm_labs.

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.