Channel
@aklfxteam
On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Reactions · Posts · Cite this entry
7,159subscribers
+41 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of 3,162–10,000.
| Telegram ID | -1003057571383 |
|---|---|
| Type | Channel |
| Username | @aklfxteam |
| Created | Between 1 August 2025 and 31 October 2025— estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 7 August 2026 |
| Last confirmed live | 14 August 2026 |
| Measurements held | 4 |
| Confirmed unchanged | 1 time, most recently 14 August 2026 |
| On Telegram | t.me/aklfxteam |
Crypto & trading — 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 99% 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.
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.
Posts published here appear word for word on 1 other registered channel. They sit inside a group of 13 channels that share the same post bodies with each other. 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.
| Posted first | Then | Overlap | Gap |
|---|---|---|---|
| @stockbot/75744 May 2026, 09:33 UTC | @aklfxteam/140 · this entry5 May 2026, 14:49 UTC | 0.99 | 29 hours |
| @stockbot/767916 May 2026, 15:32 UTC | @aklfxteam/145 · this entry17 May 2026, 18:31 UTC | 0.99 | 27 hours |
| @stockbot/75835 May 2026, 06:32 UTC | @aklfxteam/141 · this entry7 May 2026, 15:24 UTC | 0.98 | 2 days |
| @stockbot/775727 May 2026, 06:34 UTC | @aklfxteam/155 · this entry11 Jun 2026, 21:23 UTC | 0.98 | 16 days |
| @stockbot/78172 Jun 2026, 06:34 UTC | @aklfxteam/152 · this entry2 Jun 2026, 15:44 UTC | 0.97 | 9.2 hours |
| Channel | Matching posts | Text overlap | Typical gap | Published first |
|---|---|---|---|---|
| @stockbot | 5 (5/5 hand-verifiable sample passed) | 0.98 | 29 hours | @stockbot (5–0) |
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 5 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 17 comparable posts for this entry, running 26 April 2026 to 11 June 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.
Across the whole group of 13, the earliest publisher we hold is @coinmarket. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_copy, 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.
This channel’s posts match, word for word or near enough, posts on 12 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.
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 14 Aug 2026, 18:04 | 7,159 | +30 |
| 11 Aug 2026, 11:27 | 7,129 | +10 |
| 8 Aug 2026, 14:31 | 7,119 | +1 |
| 7 Aug 2026, 19:01 | 7,118 | first reading |
20 posts held, back to 26 April 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 8 pagesof 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 11 June 2026. An engagement rate over an empty window would be a number about nothing.
155 reactions across 20 posts, in 2 distinct kinds. The most used accounts for 52.3% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 👍 | 81 | 52.3% | |
| ❤ | 74 | 47.7% |
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 155reactions 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 26 April 2026 to 11 June 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.
Trading rewards you in years and punishes you in seconds. The edge compounds slowly across hundreds of boring trades. The mistakes hit fast and all at once. Most traders quit because they feel the punishment daily and the reward never seems to come. It comes. Just not on their schedule
❤4👍3
📈 Will AI Giants' IPOs Shake Financial Markets? Some fear the IPOs of SpaceX, Anthropic, and OpenAI this year could trigger a US market crash, recalling the dot-com bubble burst. The five largest dot-com IPOs raised only 0.0032% of US market cap while Nasdaq soared from 500 to 4750. The crash followed founders unlocking shares 6-12 months after IPO peaks, suggesting a similar delay before AI IPOs impact markets. T…
❤4👍2
Trading is the only profession where your worst enemy uses your own hands
👍5❤3
A boring week in trading feels like failure. But that boring week is the foundation every green month is built on. The excitement you're craving is the exact thing that empties accounts.
👍6❤3
Profitability isn't a strategy you find. It's a person you become
👍7❤2
The faster you need the money, the slower it comes. Desperation makes you oversize, overtrade, and force setups that aren't there
👍7
My edge lies in the fact I can sit on my hands when you can't - Tom Dante
👍5❤2
If you can’t go a day without taking a trade, you’re not a trader, you’re a degenerate gambler. There are times when you should be on the sidelines, just observing. And when you do get your setup, there’s no thinking required. You know with full conviction, “that’s mine.” Execute
👍7❤3
The market doesn't pay you to predict the future. Read that again. It pays you to manage your behavior while the future remains unknown
👍5❤3
Some traders are still making the same mistakes they were making years ago, while expecting a different outcome. If you know what you shouldn’t be doing and you’re still doing it, then it may be time to look for another job
❤6👍2
Don’t expect immediate results. It may take longer than you think to become consistently profitable. A lot depends on how emotionally attached you are to the outcome. When the desire to make money burns too intensely, it often gets in your way. You force trades, overreact, and lose perspective. Very often, progress comes only after the obsession fades. The more calmly you approach the process, the faster things t…
👍4❤2
The goal is to not transpose your 9-5 habits into trading. It's not by trading more you make more money. The goal in trading is that you work less to make more. So you should act like so from the beginning
❤9👍3
Showing the 12 most recent of 20 posts we hold for @aklfxteam. 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.
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 August 2026 — this entry's latest reading, not the date you are reading this.
“Forex Trends” (@aklfxteam), 7,159 subscribers as measured 14 August 2026. Telegram Register, tgregister.com/channel/aklfxteam.
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.