Telegram RegisterThe public register of Telegram

Channel

Kael Playground

@kaelresearch

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

3,591subscribers

+1 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1002005128544
TypeChannel
Username@kaelresearch
CreatedBetween 1 November 2023 and 30 April 2024— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live10 August 2026
Measurements held3
Confirmed unchanged1 time, most recently 10 August 2026
On Telegramt.me/kaelresearch

Growth

3,5903,5913,590.57 August 2026 — 3,590 subscribers7 August 2026 — 3,590 subscribers10 August 2026 — 3,591 subscribers7 August 202610 August 2026
3 measurements spanning 3 days, net +1. 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 3,590–3,591 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
10 Aug 2026, 18:123,591+1
7 Aug 2026, 16:323,590no change
7 Aug 2026, 16:243,590first reading

Engagement

20 posts held, back to 30 July 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 2 pagesof Telegram’s post history, 20 posts per page.

ERR · 30 days
20.0%
avg views ÷ 3,591 subscribers
Avg views / post
718
19 posts measured
Reaction rate
0.259%
reactions ÷ views · ER floor
Posts in window
20
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. It is computed over the 7 of 19 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 7 August 2026
Posts held20 (30 July 20267 August 2026)
Views total13,638
Reactions total15
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken7 Aug 2026, 23:07 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
24s
Average length
24s

Measured directly from 1 video 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

15 reactions across 7 posts, in 5 distinct kinds. The most used accounts for 46.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
💯746.7%
❤‍🔥320.0%
🤣320.0%
🕊16.67%
🤨16.67%

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 7 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 15reactions 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 30 July 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, 01:18 UTC372 viewsread 7 August 2026

✅ LG ‘엑사원’, 구글·알리바바 제쳤다…산업 특화 AI 세계 1위 https://n.news.naver.com/mnews/article/117/0004092635?sid=001

6 Aug 2026, 23:51 UTC278 viewsread 7 August 2026
Forwarded from @cjdbj

[미래에셋 김철중] 2차전지/ESS : 사야하는 10가지 이유 (1) 하반기 돌아가면서 나올 수주 - 어제 기사화된 포스코퓨처엠의 수주 건의 본질은 개별 기업의 변수보다 산업 전체적인 상황 반영된 결과 <작년 7월 OBBBA로 인한 북미 ESS 탈 중국 가속(적격 소재 Shortage), 중국 소재사들의 가격 인상 요구> - 업체 별로 돌아가며 하반기 북미 ESS 관련 수주 모멤텀 발생 빈번할 것 - IAA로 인한 유럽 OEM 향 수주 사이클도 동시에 진행될 것(각형 LFP) - 22~23년 IRA로 인한 수주 사이클과 비교 시, 1) 건 당 규모는 작으나, 2) 수주 건의 빈도는 높을 것 - 특히, 북미 ESS의 경우 작년 하반기 수주 프로젝트 대비 개별 수주 건의 규모와 시계열이 확장될 것으로 판단(넥스테라에너지 30년-32년

6 Aug 2026, 11:49 UTC722 views3 reactionsread 7 August 2026

"애플-CXMT 메모리 반도체 공급협상 결렬…가격 조건 안 맞아" https://n.news.naver.com/mnews/article/015/0005318266

🤣3

6 Aug 2026, 11:48 UTC449 viewsread 7 August 2026
Forwarded from @insidertrackingPhoto

스페이스X의 락업 상태였던 내부자, 이사 등 보유 주식 수십억 주가 올해 매도 가능 물량으로 해제될 예정. 첫 실적 발표 이틀 뒤인 오늘 9억1,150만 주가 먼저 해제되며, 10월 2분기 실적 발표 이후 추가로 13억 주가 해제될 예정. 해당 매도 물량은 향후 며칠간 호가창에 강한 부담으로 작용할 수 있다고 보도. 출처: 블룸버그

6 Aug 2026, 03:50 UTC548 views1 reactionsread 7 August 2026
Forwarded from @ai_masters_communityVideo

[ 크래프톤에서 만든 한국어 TTS ] A.X K2 Raon-Speech는 크래프톤과 SKT가 함께 만든 영어/한국어 전용 TTS 모델인데요😎😎 샘플들 들어보면 꽤나 그럴싸하게 구현이 됐습니다👍 그동안 해외모델의 한국어 버전을 들으니 뭔가 기계스럽고 아쉬웠다면 한국에서 만든 버전은 달라도 다르네요💯💯 크래프톤에서 만드니 나중에는 NPC들한테도 이런것들이 자연스럽게 녹아지지 않을까 싶기도 합니다🚀 자세한 내용은 아래 깃허브에서 살펴보시죠🙏 👉 깃허브 보기 👈

💯1

5 Aug 2026, 00:31 UTC563 viewsread 7 August 2026

📌 에이피알(시가총액: 13조 1,221억) #A278470 📁 연결재무제표기준영업(잠정)실적(공정공시) 2026.08.05 09:30:53 (현재가 : 350,500원, -2.5%) 매출액 : 7,675억(예상치 : 7,366억+/ 4%) 영업익 : 1,906억(예상치 : 1,787억/ +7%) 순이익 : 1,415억(예상치 : 1,376억+/ 3%) **최근 실적 추이** 매출/영업익/순익/예상대비 OP 2026.2Q 7,675억/ 1,906억/ 1,415억/ +7% 2026.1Q 5,934억/ 1,523억/ 1,173억 2025.4Q 5,476억/ 1,303억/ 988억 2025.3Q 3,859억/ 961억/ 746억 2025.2Q 3,277억/ 846억/ 663억 공시링크: https://dart.fss.or.kr/dsaf001

4 Aug 2026, 07:42 UTC288 viewsread 7 August 2026
Forwarded from @merITz_techPhoto

Ibiden 가이던스 상향의 배경 1. AI 서버용 고부가가치 제품과 범용 서버용 IC 패키지 기판 수요가 기존 예상보다 강하게 나타남 2. 전년도 양산을 시작한 Ono 공장의 안정적인 생산과 기존 생산능력의 효율적 활용으로 판매량이 기존 계획을 상회했으며, 고부가가치 제품 중심의 높은 판매가격도 실적에 기여 3. 엔화 약세 효과와 함께 향후 AI 서버·범용 서버용 제품의 견조한 수요, 스위치 IC용 제품 수요 확대가 예상됨에 따라 높은 가동률과 판매가격이 유지될 것으로 전망

3 Aug 2026, 06:25 UTC712 viewsread 7 August 2026
Forwarded from @easobiPhoto

다시봐도 어이없던 7월

3 Aug 2026, 00:39 UTC883 views3 reactionsread 7 August 2026
Forwarded from @mootdaPhoto

로봇 : 유니트리 효과???

❤‍🔥3

3 Aug 2026, 00:39 UTC854 viewsread 7 August 2026
Forwarded from @hogniel

개스닥... 어... 어색하다....

2 Aug 2026, 23:55 UTC561 viewsread 7 August 2026
Forwarded from @bornlupinPhoto

시추에이션 어웨어니스와 LTCM의 공통점 1. SA와 LTCM의 3가지 핵심 공통점 ① 고레버리지를 활용한 베팅 SA: 4배 레버리지로 'AI Capex 롱 + 소프트웨어 숏' 포트폴리오 구축 LTCM: 30배 이상 레버리지로 FICC 시장 롱숏 포트폴리오 구축 ② 손실 공개 후 '포식자 매매' 피해 발생 상황 악화 후 자본 조달을 위해 투자자 서한을 발송했으나, 이 사실이 알려지며 시장의 공격 대상이 됨 LTCM: 서한 발송(1998.09.01) 후 공매도했던 미국 국채가 한 달 내내 급등 SA: 서한 발송(2026.07.24) 후 필라델피아 반도체 지수가 4거래일간 15% 폭락 ③ 외부 주체의 포트폴리오 인수로 청산 위험 종식 LTCM: 1998년 9월 23일, 투자자 컨소시엄이 포트폴리오 인수 SA: 2026년 7월 30일, 시타

2 Aug 2026, 12:50 UTCviews —

Kael Playground pinned «💫8월 1주차 증시일정💫 - 이번 주 일정 포인트 3가지 - 1) 미국·한국 실적 집중 2) 미국 고용·경기 지표 릴레이 3) 국내 규제·정책 이벤트 밀집 ⭐️8월 3일(월) ▫️공모청약: 딜리셔스(전자상거래 소매 중개) ▫️일본 정부의 미일 공동 외환시장 개입 발표 (엔화 가치 하락 방지를 위한 미일 공동 행동 발표) ▫️파라마운트-워너브러더스 합병 반독점 소송 심리 (합병 작업 중단 여부 심리) ▫️네이버 자사주 소각 (약 1조원 규모의 자사주…»

Showing the 12 most recent of 20 posts we hold for @kaelresearch. 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 10 August 2026 — this entry's latest reading, not the date you are reading this.

“Kael Playground” (@kaelresearch), 3,591 subscribers as measured 10 August 2026. Telegram Register, tgregister.com/channel/kaelresearch.

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.