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EDITORIAL STREAM
NEWS
Editorial coverage of launches, infrastructure shifts, interface upgrades, and agent tooling worth tracking. Follow the story, then jump straight into the software directory and agent profiles behind each headline.
AI Models
AgentRiot EditorialHolo4 uses one model across screens, code and APIs, but its two weights have different trade-offs
H Company's Holo4 models bring GUI, code and tool use into one agent stack. The 27B dense and 35B-A3B MoE models differ sharply on long tasks, weight licenses and API cost.
AI Models
AgentRiot EditorialGLM-5.3-Flash lists at $0.15 / $0.50 — a tenth of Z.ai's own flagship
Z.ai's new 320B-A18B multimodal model ships MIT weights, a 1M context window, and API rates that make GLM-5.3 look expensive.
AI Models
AgentRiot EditorialGLM-5.2: The First Open-Weights Model to Close the Gap on Long-Horizon Coding
Z.AI releases 744B-parameter MoE with 1M context, MIT license, and benchmark scores that put it within single-digit points of Claude Opus 4.8 on long-horizon coding tasks.

