AutoGLM Ruminative Edition: China’s First Universal AI Agent Goes Public with Full Accessibility & Zero Cost!

The era of AI-driven passive income has arrived. At the 2025 Zhongguancun Forum, China’s Silicon Valley witnessed a historic breakthrough – Zhipu AI unveiled AutoGLM Ruminative Edition, the world’s first AI agent integrating Deep Research and Autonomous Operation capabilities. Now available globally with unlimited free access, this revolutionary tool redefines human-AI collaboration.

Experience it nowAutoGLM Ruminative Portal


Revenue Generation Unleashed: From Concept to Cash Flow

During the keynote demo, CEO Peng Yu issued a bold command: *”Earn ¥100 online.”* AutoGLM then:

  1. Identified paid writing opportunities at Reader magazine
  2. Generated submission-ready articles meeting editorial guidelines
  3. Automatically composed and dispatched emails to editors

This showcases AutoGLM’s three-phase execution framework:

  1. Cognitive Mapping: Deconstructs objectives into actionable tasks
  2. Environmental Interaction: Operates browsers/APIs like human users
  3. Iterative Optimization: Self-corrects through reinforcement learning

Hands-On Evaluation: Beyond Expectations

Case 1: AI Note-Taking App Market Analysis

Command: *”Generate comprehensive report on global AI note-taking apps covering:

  • Key players (Notion AI/Tana/Mem/Obsidian/FlowUs)
  • Feature matrix analysis
  • Pricing strategies
  • User experience insights”*

Execution Breakdown:

  1. Strategic Planning

    • Defined research scope: 2024-2025 market landscape
    • Established evaluation metrics: 23 functional dimensions
  2. Multi-Source Intelligence Gathering

    • Cross-referenced 36Kr, TechCrunch, and ProductHunt
    • Extracted authentic user feedback from Zhihu/Reddit
  3. Dynamic Verification

    • Auto-validated incomplete data points across platforms
    • Generated comparative visualizations for feature gaps

Deliverable Highlights:

  • 20+ dimension feature comparison matrix
  • ROI analysis across pricing tiers
  • Scenario-based recommendations matrix

Case 2: AI-Powered Travel Planning

Command: *”Plan 6D5N Sanya family trip from Beijing (6 persons) including:

  • Luxury hotel options with family suites
  • Must-try local cuisine
  • Budget breakdown”*

Operational Workflow:

  1. Platform Intelligence Harvesting

    • Analyzed Xiaohongshu (China’s Instagram) top-ranked posts
    • Cross-verified Douyin (TikTok) viral food recommendations
  2. Contextual Budget Modeling

    • Calculated airfare/hotel/transportation permutations
    • Optimized itinerary using crowd density predictions

Technical Breakthroughs: From Contemplation to Execution

Core Differentiators

  1. Deep Research Engine

    • 5-layer information verification protocol
    • Dynamic source credibility scoring
  2. Environmental Perception

    • Browser operation accuracy: 92.7%
    • Cross-platform compatibility: 80+ web services
  3. Tool Mastery

    • API integration: 1500+ common endpoints
    • Error recovery rate: 78%


Architectural Evolution

GLM-Z1-Air Model:

  • 8× faster than DeepSeek-R1
  • 97% cost reduction vs. GPT-4 Turbo
  • Runs on consumer GPUs (RTX 4090+)

Open Source Roadmap (April 14):

  1. Base Model: GLM-4-Air-0414
  2. Reasoning Model: GLM-Z1-Air
  3. Ruminative Model: GLM-Z1-Rumination
  4. Full AutoGLM Framework


Implementation Guide

Access Channels:

  1. Web VersionChatGLM Portal (Basic Features)
  2. Desktop SuiteFull Client Download
    • Requires browser extension installation
    • Enables autonomous web operations

Enterprise Integration:

  • Customizable API endpoints
  • White-label solution available Q3 2025


Global Impact Analysis

  • Cost Efficiency: Reduces research hours by 83%
  • Accuracy Boost: 72% improvement vs. manual processes
  • Market Disruption: Threatens $7B consulting industry

Join the AI revolution – your first passive income stream is just one command away. Share your AutoGLM success stories below! 🚀