The Agent Architect · 2026-W41
The Agent Architect #41: WebArena Evaluation Suite
预览:本期将于周二08:00 UTC发送。
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本周模式
WebArena Evaluation Suite
- 是什么:
- 在真实网站的沙箱副本上运行 Web 智能体，衡量其在代码仓库、电子商务、社交媒体和企业工作流中的任务成功率。
- 何时使用:
- 在投入生产之前，你需要可复现、可量化的证据来证明 Web 智能体能否应对真实的多步交互。
- 注意:
- 搭建成本高、评测运行时间长；结果未必能迁移到真实站点，那里有动态内容、反爬措施，以及你的智能体从未见过的页面布局。
本周智能体AI动态
- A model guide for the GPT-6 familyOpenAI
OpenAI published guidance for startups on selecting GPT-6 models, adjusting reasoning effort, improving prompts, coordinating tools, and preparing production workflows.
- 4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic ScenesarXiv cs.AI
4DCodeBench benchmark evaluates agents on reconstructing dynamic scenes from video as executable graphics programs.
- Pruning for Efficiency, Paying in Fairness: Demographic Disparities in Pruned Speech-LLMsarXiv cs.AI
Audio encoder pruning in speech-language models reduces word error rate unevenly across demographic groups.
- Launch HN: Magnitude (YC S25) – Self-optimizing inference engine for agentsHacker News
Magnitude, a Y Combinator S25 startup, launches a self-optimizing inference engine for agents.
- Show HN: OpenAPPA – open-source deterministic guardrails that don't break agentsHacker News
OpenAPPA is an open-source project providing deterministic guardrails for AI agents without breaking their functionality.
The Agent Architect
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