Politics & activism — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 93% 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.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear word for word on 3 other registered channels. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (6 of the pairs behind the counts below)
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 23 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.
“Published first” means first in this corpus. We hold 20 comparable posts for this entry, running 18 June 2026 to 5 August 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Across the whole group of 4, the earliest publisher we hold is @lovingusachannel. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_mutual, last confirmed 7 August 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Also posting the same content
This channel’s posts match, word for word or near enough, posts on 3 other registered channels, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.
Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
3 measurements spanning 4 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 2,655–2,661 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
12 Aug 2026, 01:11
2,656
-2
8 Aug 2026, 18:21
2,658
-2
7 Aug 2026, 18:18
2,660
first reading
Engagement
20 posts held, back to 18 June 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 pageof Telegram’s post history, 20 posts per page.
ERR · 30 days
4.78%
avg views ÷ 2,656 subscribers
Avg views / post
127
14 posts measured
Reaction rate
1.24%
reactions ÷ views · ER floor
Posts in window
14
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
Window
Rolling 30 days · latest post in window 5 August 2026
Posts held
20 (18 June 2026 – 5 August 2026)
Views total
1,778
Reactions total
22
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
7 Aug 2026, 18:18 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
10m 42s
Average length
58s
Measured directly from 11 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
32 reactions across 19 posts, in 2 distinct kinds. The most used accounts for 93.8% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
30
93.8%
🥰
2
6.25%
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 20 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 32reactions 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 18 June 2026 to 5 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.
🚨BREAKING: Ivanka Trump “Sealed the Deal” between Bank of America and U.S Treasury
Ivanka went on CNBC last night and shocked the nation when she revealed that thanks to her, countless Americans will become millionaires in the next few months
🏦 Bank of America has confirmed that the token exchange began on July 25.
💰 The confirmed exchange value is $3,000,000 per token.
This is START of something INCREDIBLE. A fi…
You feel different when you leave the city. Everyone does. You call it "fresh air." You call it "relaxation." You call it "getting away from the stress."
It's not the air, it's not the pace, it's the frequency barrier and the moment you cross its perimeter, your nervous system stops being artificially stimulated.
A former DARPA contractor specializing in directed energy systems provided the military tribunal with c…
They told you the Epstein files were "released." They LIED. What was released is 40%. The other 60% — the part with AMERICAN names — is being used RIGHT NOW for something they will NEVER tell you on television.
Prince Andrew — ARRESTED. Not questioned. ARRESTED. Cuffed in his own residence on June 14. Released on bail. Media buried it within 6 hours.
Peter Mandelson — British Ambassador to the US — ARRESTED by Scot…
🚨💎 “TOTAL RESET” — TRUMP SAYS TRUMP GOLDEN TOKEN CHANGES EVERYTHING
🇺🇸 Donald Trump: OWNERS OF THE TRUMP GOLDEN TOKEN are promised a CLEAN SLATE. No more paperwork. No more pressure. A SYMBOLIC RESET that people “never thought was possible.” Bold. Beautiful. Unapologetic. 🔥
✨Trump promised RELIEF AND ABUNDANCE — taxes gone, debts erased, NO MORTGAGES, NO LOANS, PERFECT CREDIT. The message is simple: JUST OWN THE TO…
🚨💎 “TOTAL RESET” — TRUMP SAYS TRUMP GOLDEN TOKEN CHANGES EVERYTHING
🇺🇸 Donald Trump: OWNERS OF THE TRUMP GOLDEN TOKEN are promised a CLEAN SLATE. No more paperwork. No more pressure. A SYMBOLIC RESET that people “never thought was possible.” Bold. Beautiful. Unapologetic. 🔥
✨Trump promised RELIEF AND ABUNDANCE — taxes gone, debts erased, NO MORTGAGES, NO LOANS, PERFECT CREDIT. The message is simple: JUST OWN THE TO…
💥This is not a coincidence — it is a confession.
1913: The Federal Reserve Act is passed, creating a private central bank that controls the American money supply.
The same year, the 16th Amendment introduced the federal income tax, forcing every American to hand over a percentage of their labor to the government.
Before 1913, there was no income tax.
No central bank. No national debt.
Americans kept 100% of what…
🚨BREAKING NEWS🚨 SAUDI ARABIA’S CROWN PRINCE PLEDGES 800 MILLION USD TO TRUMP GOLDEN TOKEN
The world is SHOCKED after the Crown Prince of Saudi Arabia decided to INVEST 800 million US dollars in the TRUMP GOLD TOKEN
President Trump PROMISED and DELIVERED, the exchange for CASH in Bank of America for $1,800,000.00 each.
💵What makes this possible by law is that each Token is backed 1:1 by verified gold valued at $1…
🔻 He didn't resign. He was REMOVED.
Keir Starmer is OUT. The media says "political pressure." The media says "party revolt." The media is LYING.
Here's what actually happened:
June 17. G7 Summit. Trump sat across from Starmer at dinner. No cameras. No aides. Just two men and a folder.
Inside that folder — 3 pages from the Epstein declassification. Pages that were SUPPOSED to stay sealed until 2035. Pages that men…
Why were Fauci and Hunter Biden reportedly pardoned for potential offenses dating back to January 1, 2014?
Some commentators point to the 2014 Maidan events in Ukraine, USAID-backed programs, gain-of-function research debates, and Hunter Biden-linked business activities as reasons. They argue the timing raises questions about who may have benefited from these actions. Critics claim the real purpose was protecting hi…
🚨 𝗧𝗛𝗘 𝗖𝗟𝗢𝗖𝗞 𝗜𝗦 𝗟𝗢𝗨𝗗 𝗡𝗢𝗪, 𝗣𝗔𝗧𝗥𝗜𝗢𝗧𝗦 🚨
𝙎𝙚𝙘𝙪𝙧𝙚 𝙮𝙤𝙪𝙧𝙨: 👇
https://rebrand.ly/Trump__Token
This is the moment Trump warned about. THREE DAYS LEFT ⏳. Faith in God ✝️, promises delivered, and momentum accelerating fast. Bank of America is EXCHANGING TOKENS FOR CASH NONSTOP 💵🔥—appointments moving, lines flowing, no hesitation.
💥 𝗧𝗛𝗜𝗦 𝗜𝗦 𝗧𝗛𝗘 𝗗𝗜𝗩𝗜𝗗𝗘:
Those who act NOW secure peace of mind and GENERATIONAL WEALTH 👨👩👧👦🏆. Tho…
⏰ FINAL 12 HOURS!
🎟 Just 10 Super Bowl 2027 Tickets Left!
⚡️ Don't wait. Buy immediately or miss your chance forever.
🔥💰 𝗝𝗗 𝗩𝗔𝗡𝗖𝗘: 𝗧𝗥𝗨𝗠𝗣 𝗚𝗢𝗟𝗗𝗘𝗡 𝗧𝗢𝗞𝗘𝗡 𝗥𝗘𝗔𝗖𝗛𝗘𝗦 $𝟭,𝟬𝟬𝟬,𝟬𝟬𝟬 — 𝗣𝗔𝗧𝗥𝗜𝗢𝗧𝗦 𝗥𝗘𝗝𝗢𝗜𝗖𝗘 💰🔥
𝙎𝙚𝙘𝙪𝙧𝙚 𝙮𝙤𝙪𝙧𝙨: 👇
https://rebrand.ly/Trump__Token
The TRUMP GOLDEN TOKEN has reached a milestone no one can ignore — 💰$1,000,000 PER TOKEN.
What the doubters mocked, what the critics denied, has now become reality.
🔥 The EXCHA…
🚨😱 𝗦𝗛𝗢𝗖𝗞𝗜𝗡𝗚 𝗥𝗘𝗩𝗘𝗔𝗟 𝗙𝗥𝗢𝗠 𝗧𝗨𝗖𝗞𝗘𝗥 — 𝗧𝗛𝗜𝗦 𝗜𝗦 𝗡𝗢𝗪 𝗢𝗥 𝗡𝗘𝗩𝗘𝗥 🇺🇸🔥
Tucker Carlson said it straight: 𝗗𝗢𝗡’𝗧 𝗪𝗔𝗜𝗧 ⏳. 𝗧𝗵𝗲 𝗧𝗥𝗨𝗠𝗣 𝗚𝗢𝗟𝗗𝗘𝗡 𝗧𝗢𝗞𝗘𝗡 𝗶𝘀 𝗟𝗜𝗠𝗜𝗧𝗘𝗗, tightly controlled, and built to reward people who ACT. Hesitation loses. Action wins. NOW means now.
💰 THE NUMBER THAT MATTERS: $𝟭𝟬𝟬,𝟬𝟬𝟬 𝗣𝗘𝗥 𝗧𝗢𝗞𝗘𝗡 💥
That’s why demand is exploding. Scarcity protects value, and not everyone gets in. Patriots who see it aren’t debating — they’re…
❤1
Showing the 12 most recent of 20 posts we hold for @DeepStateCollapse. 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 12 August 2026 — this
entry's latest reading, not the date you are reading this.
“Deep State Collapse” (@DeepStateCollapse), 2,656 subscribers as measured 12 August 2026. Telegram Register, tgregister.com/channel/DeepStateCollapse.
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.