Channel
@parallelAIann
On this record: Growth · Engagement · Reactions · Posts · Cite this entry
65subscribers
-1 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
| Telegram ID | -1002335281923 |
|---|---|
| Type | Channel |
| Username | @parallelAIann |
| Created | Between 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 10 August 2026 |
| Last confirmed live | 7 September 2026 |
| Measurements held | 3 |
| Confirmed unchanged | 2 times, most recently 7 September 2026 |
| On Telegram | t.me/parallelAIann |
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 29 Aug 2026, 10:03 | 65 | -1 |
| 10 Aug 2026, 02:01 | 66 | no change |
| 7 Aug 2026, 13:44 | 66 | first reading |
18 posts held, back to 20 August 2025 — 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 18 posts for this entry, the most recent from 7 January 2026. An engagement rate over an empty window would be a number about nothing.
64 reactions across 18 posts, in 3 distinct kinds. The most used accounts for 82.8% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 🔥 | 53 | 82.8% | |
| ❤ | 8 | 12.5% | |
| 👏 | 3 | 4.69% |
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 18 of the 18 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 64 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 18 most recent posts we hold, published 20 August 2025 to 7 January 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.
Community Update, Hello 2026 Hey everyone, Just wanted to drop a quick note to say we’re very much here and actively building. The past few months have been intense on the dev side, so while we kept our heads down, a lot has been delivered. A quick recap of what’s gone live recently: - ParaGen Beta is now live - Click-to-deploy AI agents with Hugging Face models - Dataset uploads, fine-tuning, and live inference …
🔥3
It’s here: ParaGen Beta is live. Spin up real AI agents in minutes. Choose leading Hugging Face models, bring your dataset, fine-tune, and deploy on ParaHub GPUs with zero DevOps. Get a secure inference endpoint, full logs, usage history, and credit-based billing. Build fast today; monetize through the upcoming Agent Marketplace next. Start building: https://www.parallelai.tech/welcome https://x.com/i/status/2006…
🔥5👏1
ParaGen Development Update: Reply Quality, Cleaner UX, and Launch Prep ParaGen is nearing production readiness. This cycle focused on simplifying the try-out experience for deployed models, improving response quality, and wiring the new answer workflow into the product. Try-Out UX Simplification We removed cost and credit elements from the Try Out screen for deployed models. Inference on your own deployments now ru…
🔥3
Click-to-deploy agents are coming! ParaGen V1 launches December 30th 2025 🟣Pick a Hugging Face model 🟣Pair a dataset 🟣Deploy to ParaHub GPUs, and 🟣Ship a live endpoint - No DevOps. Logs, cost tracking, and an agent marketplace from day one. Stay tuned. https://x.com/ParallelAIx/status/1998009862085829064?t=5lWGqZedfPvTjrE1rdy2BQ&s=19
🔥4
Community Update: What We’ve Accomplished Over the Past Few Months Over the last few months, ParallelAI has been building non-stop. While a lot of the work has been happening behind the scenes, here’s a full look at what we’ve delivered and where we’re heading next: ParaGen: From Early Build → Marketplace Ready We’ve taken ParaGen from basic model deployment into a full agent marketplace, including: - Costed infe…
🔥3
ParaGen Development Update: Marketplace Monetization and Usage Insights ParaGen is shifting from “deploy and run” to a marketplace-driven experience. This cycle delivers costed inference on public models, full marketplace flow, user-level history, credit tracking, and discovery via Trending Agents - bringing monetization and transparency to the forefront. 🔹Marketplace & Monetization🔹 Cost deduction for inference on…
🔥4
ParaGen Development Update: Cost Control, Performance, and a Live Marketplace Layer ParaGen is moving from core plumbing to a user-ready agent platform. This cycle focused on cost governance, GPU reliability, tighter execution views, and opening the first public agent listing, bringing us closer to a seamless deploy–run–monetize flow. 🔹Cost & Credit Management🔹 Automatic cost deduction now runs hourly and on pod te…
❤2🔥1
ParaGen Development Update: Expanding the Marketplace and Hardening Deployment This week focused on unlocking public model exploration, tightening deployment reliability, and improving visibility and control across the platform. We’re now bridging discovery with hands-on testing, so users can move from browsing models to real inference faster than ever. AI Agent Marketplace: 🟢 Public Models API integrated (browse a…
❤2🔥1
ParaGen Development Update: Hardening the Path to Click-to-Deploy AI Agents This week we focused on stability, observability, and control so training, deployment, and inference run smoothly end to end. Here’s what’s been happening. Platform Reliability & Control 🟢 Fixed production login/auth and redirection flow 🟢 Restart running model from the UI (no retrain required) 🟢 Terminate running model from the UI with aud…
🔥5👏1
ParallelAI 🤝 AstraAI We’re excited to team up with AstraLabs_Inc, a fast-growing AI and Web3 ecosystem with a huge range of products, from their Stellar AI search engine and AstraDEX suite to on/off ramp banking and powerful community bots. This partnership brings a few things we’re genuinely looking forward to using: • Spyder Bot - now live in our Telegram, giving real-time alerts when new KOLs and influencers fo…
❤2
ParallelAI x AI⁴ AI⁴ is an innovative meme token on the Solana blockchain, representing a groundbreaking concept of recursive superintelligence. It symbolizes the continuous cycle of AI constructing AI, known as the Singulant Chain. With each new generation, the intelligence compounds and advances, providing distinctive opportunities for both investors and enthusiasts. AI⁴ is more than a meme — it’s recursive supe…
🔥3
ParaGen Development Update: Strengthening the Core for Click-to-Deploy AI Agents This week we tightened execution, visibility, and deployment across the stack. With real-time status, hardened auth, and Kubernetes-backed training/serving now wired in, ParaGen is edging closer to a seamless end-to-end agent deployment experience. Here's what's been happening. Past Week's Developments: Infrastructure Setup 🟢 Status-c…
🔥4
Showing the 12 most recent of 18 posts we hold for @parallelAIann. 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 29 August 2026 — this entry's latest reading, not the date you are reading this.
“ParallelAI Announcements” (@parallelAIann), 65 subscribers as measured 29 August 2026. Telegram Register, tgregister.com/channel/parallelAIann.
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.