8 of the smartest AI models on Earth including Claude, ChatGPT, Gemini, Grok, were each handed $10,000 and full autonomy to trade. Two weeks later, they’d lost a third of it. 81% of the trading runs ended in a loss. Same instructions. Wildly different behavior. Everyone’s racing to build AI that trades for you. That’s the wrong race. The problem was never whether AI can make decisions. It’s that intelligent finan…

Channel
TOPAZ Announcements
@TOPAZDEXANNOUNCEMENTS
On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry
44subscribers
+2 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 | -1003963562517 |
|---|---|
| Type | Channel |
| Username | @TOPAZDEXANNOUNCEMENTS |
| Created | Between 1 April 2026 and 29 July 2026 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 10 August 2026 |
| Last confirmed live | 15 September 2026 |
| Measurements held | 4 |
| Confirmed unchanged | 3 times, most recently 15 September 2026 |
| On Telegram | t.me/TOPAZDEXANNOUNCEMENTS |
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 29 Aug 2026, 10:39 | 44 | +1 |
| 15 Aug 2026, 15:18 | 43 | +1 |
| 10 Aug 2026, 17:01 | 42 | no change |
| 6 Aug 2026, 23:46 | 42 | first reading |
Engagement
20 posts held, back to 29 July 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 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 10 August 2026. An engagement rate over an empty window would be a number about nothing.
What this channel posts
- Video runtime
- 1m 30s
- Average length
- 23s
Measured directly from 4 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
20 reactions across 13 posts, in 3 distinct kinds. The most used accounts for 80.0% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| ❤ | 16 | 80.0% | |
| 🔥 | 3 | 15.0% | |
| 👏 | 1 | 5.00% |
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 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 20 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 29 July 2026 to 10 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
That's a wrap on the week at Topaz From rethinking how we approach finance to making DeFi easier to navigate, we’ve been focused on one thing: reducing the friction between people and what’s possible onchain. Here’s what we explored this week: https://x.com/TopazDex/status/2086437208144171223 Mission Monday — The Future of Finance Shouldn't Require a Manual https://x.com/TopazDex/status/2084369032418132112 Toolki…
❤2
You're not alone in thinking DeFi should be easier. We came to DeFi from different places, but saw the same gap: too much complexity, too much friction, and too much value left on the table. @Aaron1Crypto saw an opportunity to create more efficient liquidity, with better rewards for participants, on @BNBChain @Nick_fromNL remembers how overwhelming DeFi felt at first and wants anyone, new or experienced, to partici…
❤2
For most of history, finance was a club you had to be rich or an expert to enter. Then came the index fund. Suddenly, anyone could own the market. No stock picking. No deep expertise. Just access. Wall Street hated the idea. One analyst in 1975 even hoped it would fail. Years later, mobile money did something similar in Kenya. No bank branch. No minimum balance. No financial expertise. Within a decade, it helped li…
Epoch #12, on the record. • $136M through Topaz this week, up 92.7%, nearly double on the prior epoch. • $35,680 in rewards distributed to LPs and veTOPAZ holders. • 88.5% Topaz locked. More activity means more fees. More fees means more flowing back to the people who lock and vote. A new epoch has already started: app.topazdex.com https://x.com/TopazDex/status/2085459464409210943
❤1
You're a few tabs away from everything DeFi promised. It doesn't have to be that way. Topaz Prizm turns complexity into one clear move while you stay in control. The future of DeFi isn't more effort. It's clarity. https://x.com/topazdex/status/2085335625947845057?s=46
❤1
Tokenized stocks have arrived on Topaz DEX. Trade, LP, and farm: SPYB QQQB NVDAB SPCXB SPCXon Provide liquidity, stake your LP, and earn TOPAZ emissions. Traditional markets are now composable with DeFi on BNB chain. More markets. More liquidity. More opportunities to earn. Start farming: app.topazdex.com/liquidity
❤2
Weekly Topaz AMA We’ll cover: • Ecosystem updates • What’s next for TOPAZ • Community Q&A If you care about where Topaz is heading, don’t miss this one. Join live, bring questions, and help us push the message today. AMA link: https://www.youtube.com/live/OD0RnskECRg?is=rl3H2Bf9nvJcrik6
❤1👏1
You finally decided to give DeFi a try, all you wanted was one simple transaction, but an hour later, you've got five tabs open, three approvals pending, and you're still not sure you're doing it right. For millions, that's their first impression of DeFi. Not because finance is complicated but because the interface is. Think about what's expected of you: • Learn multiple protocols before you can make a single move …
❤1
Topaz community, We are launching TQB — The QQQ Bull It will be paired with QQQB. This is a shot at one of the strongest current metas: stocks, indexes, and bull-market memes. If you want to support the launch, grab a small moonbag. The goal is simple: Launch on Flap for awareness and visibility. Graduate TQB. Create a large LP on Topaz. Drive volume through our own DEX. If this catches traction, it can bring …
The biggest technology revolutions all won the same way, they made complexity disappear. Just like the internet hid the servers, smartphones hid the operating system, streaming hid the file formats. The technology got more powerful, but using it got simpler. Finance took a different path. TradFi made finance usable by putting institutions in the middle. Banks held custody, brokers handled execution, and markets r…
🔥3
Last week at Topaz Highlights • 6.3M+ TOPAZ locked since Tier 6 launched, unlocking a 25% veTOPAZ bonus. • Flow is live, Deposit BTCB, USDT, BNB and more into flow and it automatically builds, manages your veTOPAZ position from start to finish and delivers weekly USDT rewards. Ecosystem Stats • $1.28B+ cumulative trading volume • $22.35M+ peak daily trading volume • $126.2K+ fees generated • $1.38M+ TVL • 110 liq…
Showing the 12 most recent of 20 posts we hold for @TOPAZDEXANNOUNCEMENTS. 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
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
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.
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 29 August 2026 — this entry's latest reading, not the date you are reading this.
“TOPAZ Announcements” (@TOPAZDEXANNOUNCEMENTS), 44 subscribers as measured 29 August 2026. Telegram Register, tgregister.com/channel/TOPAZDEXANNOUNCEMENTS.
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.