Tagged articles

Agent Execution

2 articles · Page 1 of 1

Sep 8, 2026 · R&D Management

From Wiki to Execution: Making Organizational Knowledge Work for AI Agents

The article explains why organizational rules stored in wikis fail to constrain AI agents, and presents a five-layer framework—project context, reusable skills, event-driven hooks, CI gates, and platform policies—to embed knowledge directly into agent execution paths, with versioning, ownership, and gradual rollout practices.

AI agentsAgent ExecutionCI/CD

0 likes · 14 min read

From Wiki to Execution: Making Organizational Knowledge Work for AI Agents

Machine Heart

Jul 29, 2026 · Artificial Intelligence

How Ling‑3.0‑flash Proves “Less Is More” with 124B Parameters but Only 5.1B Activated

Ling‑3.0‑flash demonstrates that a 124‑billion‑parameter model can achieve flagship‑level performance while activating only 5.1 billion parameters, thanks to native mixed‑linear attention, KDA, and extreme MoE sparsity, making it a fast, cost‑effective execution engine for Agent‑centric workflows.

Agent ExecutionBenchmarkLarge Language Model

0 likes · 17 min read

How Ling‑3.0‑flash Proves “Less Is More” with 124B Parameters but Only 5.1B Activated