LLM Evaluation как задача Causal Inference #1 Первая заметка серии, посвященной современным методам оценки качества систем искусственного интеллекта. Когда мы создаем сложные системы на основе LLM, нам приходится принимать много решений - о данных, способах дообучения моделей, архитектурах, контексте, инструментах и проч. Измеряем качество работы нашего пайплайна и улучшаем его. В статье Causal Methods for LLM Dev…

Channel
Ниибанк
@niibank
On this record: Growth · Engagement · Posts · Citations · Cite this entry
2subscribers
+1 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 | -1004377931544 |
|---|---|
| Type | Channel |
| Username | @niibank |
| Created | 30 June 2026 — measured — dated from the channel’s first post |
| First recorded | 15 August 2026 |
| Last confirmed live | 18 September 2026 |
| Measurements held | 3 |
| Confirmed unchanged | 3 times, most recently 18 September 2026 |
| On Telegram | t.me/niibank |
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 31 Aug 2026, 16:37 | 2 | +1 |
| 15 Aug 2026, 00:16 | 1 | no change |
| 7 Aug 2026, 19:29 | 1 | first reading |
Engagement
4 posts held, back to 30 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 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 4 posts for this entry, the most recent from 16 July 2026. An engagement rate over an empty window would be a number about nothing.
Recent posts
Представляем наш ежемесячный обзор мирового рынка нефти и газового конденсата в июне 2026 года На Ближнем Востоке временное затишье. Погрузки нефти ближневосточных стран за пределами Ормузского пролива продолжают расти. Это является результатом системной работы по увеличению фактической пропускной мощности существующей трубопроводной инфраструктуры и ремонта ранее заброшенных нефтепроводов. В июне продолжился рост …
Fintech | Как Plaid учит модель «грамматике денег» Learning the grammar of money with a sequential foundation model Читать — Plaid выпустил sequential foundation model — расширение к ранее анонсированной transaction foundation model, которая понимала смысл отдельных транзакций. Новая модель обучается на последовательностях: порядке событий, временны́х интервалах и ритмичности, что позволяет различать разовый финанс…
Channel created
Showing the 4 most recent of 4 posts we hold for @niibank. 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
Republishes
Channels on the register whose posts this channel has forwarded.
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 31 August 2026 — this entry's latest reading, not the date you are reading this.
“Ниибанк” (@niibank), 2 subscribers as measured 31 August 2026. Telegram Register, tgregister.com/channel/niibank.
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.