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Moonshot AI

3 articles · Page 1 of 1

Sep 6, 2026 · Artificial Intelligence

Kimi Work Teardown: Goal Mode, WebBridge & 300 Parallel Agents

Deep dive into Moonshot AI's Kimi Work desktop agent: 24/7 Goal-mode execution, browser automation via logged-in sessions, 300-agent parallel swarms, native financial/academic data integration, and hard limits — 62 tokens/sec, 51% hallucination rate, 50-round memory decay, and a 48-hour compute crunch that halted new subscriptions.

AI agentsAgent SwarmCompute Constraints

0 likes · 14 min read

Kimi Work Teardown: Goal Mode, WebBridge & 300 Parallel Agents

PaperAgent

Feb 2, 2026 · Artificial Intelligence

How Kimi K2.5 Achieves Multimodal Mastery with Joint Training and Agent Swarms

The Kimi K2.5 technical report reveals how a Chinese team combined joint text‑vision training, a novel Zero‑Vision SFT method, and a parallel agent‑swarm architecture to deliver top‑ranked multimodal performance, dramatically faster inference, and open‑source access for broader AI research.

AI researchAgent SwarmKimi K2.5

0 likes · 9 min read

How Kimi K2.5 Achieves Multimodal Mastery with Joint Training and Agent Swarms

Open Source Tech Hub

Mar 18, 2024 · Artificial Intelligence

Integrating Moonshot AI Model into Webman 5.0 with PHP

This guide explains how to add Moonshot's large language model to the Webman 5.0 framework, covering feature highlights, driver and processor implementation in PHP, configuration of model mappings, role settings, and practical code snippets for seamless AI integration.

AI integrationAPI ConfigurationModel driver

0 likes · 6 min read

Integrating Moonshot AI Model into Webman 5.0 with PHP