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Updated: 2026-07-27
🧠 Code with an AI agent — inside Telegram BrainDaemon is a private AI coding workspace (Mini App): • Cloud machine + real tools per chat • Build multi-file projects, not just past…
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🔅 Mastering Reasoning Models: Algorithms, Optimization, and Applications 📝 Learn how to build and optimize reasoning-specialized LLMs through mastery of test-time compute scaling…
📱Artificial intelligence 📱Mastering Reasoning Models: Algorithms, Optimization, and Applications
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Analysis of Telegram advertising targeting Japan — a high-regulation, LINE-dominant market where Telegram occupies a specific niche. ~40 indexed JP creatives. Crypto leads despite FSA licensing requirements, expat-targeted products and international tech round out the profile.
Analysis of Telegram advertising targeting South Korea — a high-income, regulation-heavy market where Telegram occupies a niche role. 64+ indexed KR creatives. Crypto advertising dominates despite regulatory pressure; tech products and dating follow.
Análisis de la actividad publicitaria en Telegram en Israel — ecosistema tech de clase mundial, comunidad cripto muy activa y diaspora global con alta inversión.
Analisi della pubblicità Telegram in Corea del Sud — un mercato ad alto reddito e ad alta regolamentazione dove Telegram occupa un ruolo di nicchia. 64+ creativi KR indicizzati. Il crypto domina nonostante la pressione regolatoria; prodotti tech e dating seguono.
Flags — the regions we asked our observer pool for while recording this ad in this channel. That is a label on our request, not a confirmed place of viewing: when no account is available in the requested country the pool silently substitutes another and does not say so. It is not the advertiser's targeting country either. We stopped requesting the region on {date}, so newer creatives carry no flags at all. The channel's main country (by its language) is highlighted in blue; regions under 5% are collapsed into +N.
If you're building AI agents, you should get familiar with these 3 common agent/workflow patterns. Let's break it down. 🔹 Reflection You give the agent an input. The agent then "r…
📄 ColQwen2: document search considering visual layout ColQwen2 is a modified version of the ColPali model designed to search documents by their visual features, not just by text. …
🔅 Build with AI: Advanced Production-Ready Gradio Applications 📝 Build advanced, production-ready AI apps with Gradio, LangChain, Docker, and cloud deployment. 🌐 Author: Deepak …

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