The Agent Architect · 2026-W33
The Agent Architect #33: Transparent Data Handling
预览:本期将于周二08:00 UTC发送。
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本周模式
Transparent Data Handling
- 是什么:
- 以实时日志向用户展示其数据流向何处、如何被处理、存储在哪里，以及谁访问过它。
- 何时使用:
- 处理敏感数据的系统，用户需要核实合规性、查看审计轨迹，或在知情的基础上决定是否共享。
- 注意:
- 用技术细节淹没用户会背离初衷；过度简化则会掩盖真实风险，制造虚假的透明。
本周智能体AI动态
- vLLM Reaches 25K Total TPS/GPU on Qwen3.5vLLM
vLLM achieved 25K tokens per second per GPU on Qwen3.5-397B using GB200 NVL72 disaggregated serving.
- Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation ToolsarXiv cs.AI
Study analyzes open-source tools for AI risk mitigation including model evaluation, adversarial testing, and runtime guardrails.
- Fisher-R1: Training LLM Agents for Reliable Hypothesis TestingarXiv cs.AI
Fisher-R1 trains LLM agents to perform reliable hypothesis testing by reducing subtle inferential errors in statistical analysis.
- Launch HN: EdotEnv (YC S26) – Quant Trading RL Envs to Teach LLMs ResearchHacker News
EdotEnv is a Y Combinator startup providing reinforcement learning environments for quantitative trading to train large language models.
- Deploy local agents everywhere with LFM2.5-2.6BHugging Face
LFM2.5-2.6B enables deployment of local agents at scale.
The Agent Architect
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