Answer
This topic page provides a direct answer, key points, and a source-backed evidence timeline. It is updated as the ecosystem changes.
Key points
- Start from primary sources (official blog / repo / changelog) before citing or deciding.
- Track by themes (topics/entities) so evidence accumulates on evergreen pages.
- Use a weekly routine (shortlist → one action) to avoid doomscrolling.
What changed recently
- New evidence and links are added as relevant updates appear for: evaluation, datasets, leakage.
Explanation
This page is maintained as an evergreen knowledge page. It prioritizes clarity, trade-offs, and verifiable sources.
Tools / Examples
- Use the evidence timeline to verify claims quickly.
- Follow the sources section for primary-source citation.
Evidence timeline
The MCP protocol, GUI-Agent architecture, and offline evaluation frameworks are emerging as critical technical enablers for engineering AI agents into production; deep integration between Figma and Claude Code, along wit
AI engineering is accelerating along two parallel tracks: standardizing agent architectures and refining model capability evaluation. Frameworks like OpenClaw and Learn Claude Code continue strengthening the practical fo
Feishu officially launched and continues to upgrade its enterprise-grade AI Agent product, aily—marking a new phase for office AI agents in China characterized by 'out-of-the-box usability, security and controllability,
MiniMax launched the M2.7 model, pioneering a self-evolution paradigm where the model autonomously constructs its own Agent Harness; the Institute of Software, Chinese Academy of Sciences, released DeepPresenter—a 9B-par
The AI field is undergoing a paradigm shift—from prompt engineering toward context engineering and memory architecture optimization. Breakthroughs such as NVIDIA's Nemotron 3 Super 120B-A12B and VAST's Tripo P1.0 continu
Sources
FAQ
How is this page maintained?
It is updated when new evidence appears, rather than creating thin pages for every headline.
How should I cite this page?
Use the primary source links for any citation or decision; cite this page as a summary layer if needed.
Last updated: 2026-03-27 · Policy: Editorial standards · Methodology