Moonshot AI

Latest AI news, models and releases from Moonshot AI. ['GLM 5.2', 'GLM-5.2', 'Hermes', 'K2', 'K2.6', 'K2.7', 'K3', 'K3-mini', 'K3-MoE', 'Kimi', 'Kimi 2.6', 'Kimi-2.6', 'Kimi 3', 'Kimi 3T', 'Kimi Hosted Agent', 'Kimi k1.5', 'Kimi K1.5', 'kimi-k2', 'Kimi K2', 'kimi-k2-0711-preview', 'Kimi K2.5', 'Kimi-K2.5-1T-A32B', 'Kimi K2.6', 'Kimi K2.7', 'Kimi K2.7 Code', 'Kimi K2 Thinking', 'Kimi K3', 'Kimi-K3', 'Kimi K3.5', 'Kimi K4', 'Kimi K5', 'Kimi Linear', 'Kivine', 'Krea 2', 'Krea 2 Turbo', 'Mamba', 'Mamba-2', 'Mamba-3', 'MiniCPM-RobotManip', 'MiniCPM-RobotTrack']

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Agents 🇷🇺

MCP for Agent Commerce: What Could Go Wrong

Tutu and Alexander Polyakov released an MCP server for agent-based commerce, enabling AI agents to search real travel data. The article shares seven practical lessons from development, including landing page handling, context optimization (74% reduction), authorization support, and legal considerations.

Moonshot AI

OpenAI

Alibaba/Qwen

Anthropic

Habr — хаб ИИ28.07 · 16:01

Research 🇺🇸

A Visual Guide to Attention Variants in Modern LLMs

This article provides a visual overview of attention mechanisms in modern large language models, covering from standard multi-head attention (MHA) to grouped-query attention (GQA), multi-head latent attention (MLA), sparse attention, and hybrid architectures. It is accompanied by an LLM architecture gallery with 45 entries and poster versions.

OpenAI

Allen Institute for AI