Colibri: Run GLM-5.2 (744B MoE) on a 25GB Laptop
Colibri runs GLM-5.2 on a 25GB laptop via pure-C disk streaming. Architecture, benchmarks, DGX Spark support.
12 July 20266 min read
Read more
AI Insights & News
Insights for working smarter with AI
Practical AI news, automation tips, and real-world insights to help your business stay ahead.
ZCode The Open-Source Coding Agent Harness Chasing Cursor and Claude Code
ZCode is Z.ai's open-source coding agent harness for GLM-5.2. How it compares to Cursor and Claude Code for agentic coding workflows.
12 July 20269 min read
Read more
Google Open Knowledge Format: How Plain Markdown Files Are Becoming the Brain of AI Agents
Google OKF is a plain markdown format for AI agent knowledge exchange. Implementation guide, competitive analysis, and practical business applications.
12 July 202614 min read
Read more
GLM-5.2: The Open-Source AI Model Beating GPT-5.5 at 1/6th the Cost
GLM-5.2 is the strongest open-weight coding model with 81.0 on Terminal-Bench 2.1. Full review with benchmarks, architecture, and deployment options.
12 July 202613 min read
Read more
Kimi K2.7 Complete Review: Benchmarks, Cost, and Local Inference
Kimi K2.7 achieves GPT-5.5-class performance at a fraction of the cost. Full review with benchmarks, local inference setup, and competitive analysis.
12 July 202617 min read
Read more
HY3 vs The Open Source Field: Is Tencent's 295B Model the Best Value in AI?
Tencent's HY3 delivers frontier-adjacent performance at $0.14 per million input tokens with a 5.4% hallucination rate. We compare it against GLM-5.2, DeepSeek V4, Kimi K2.6, and proprietary models on benchmarks, cost, and reliability.
9 July 202611 min read
Read more
Grok 4.5 vs Fable 5: The Cost of Intelligence Just Collapsed
Grok 4.5 delivers near-frontier performance at 80-90% lower cost than Fable 5. We break down the benchmarks, pricing, hallucination risks, and what it means for businesses building with AI in 2026.
9 July 202610 min read
Read more
Why a Custom AI Just Beat Every Frontier Model and What It Means for Your Business
A custom-trained model from Thinking Machines Lab and Bridgewater just outperformed GPT, Claude, and Gemini on financial tasks at 13.8x lower cost. Here's what it means for the future of AI in business.
8 July 20269 min read
Read more
Microsoft Just Open-Sourced the OS for AI Agents: Inside the Agent Governance Toolkit
Microsoft's Agent Governance Toolkit brings OS-like security, identity, and reliability to autonomous AI agents. One pip install, any framework, sub-millisecond enforcement.
3 July 20266 min read
Read more