The Agent Architect · 2026-W45
The Agent Architect #45: Zero-Trust Agent Architecture
预览:本期将于周二08:00 UTC发送。
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本周模式
Zero-Trust Agent Architecture
- 是什么:
- 在每个访问点校验智能体的身份与权限,强制最小权限,并根据实时威胁信号动态调整策略。
- 何时使用:
- 处理敏感数据的多智能体系统,单个智能体被攻破不得连锁扩散;或需要审计留痕的受监管环境。
- 注意:
- 验证开销可能严重拖慢延迟;策略配置不当会把合法智能体挡在门外,或者只造出一场安全表演。
本周智能体AI动态
- Day 0 support for Mistral Large 4 on vLLMvLLM
vLLM provides day-0 support for Mistral Large 4 with sparse MLA and speculative decoding.
- TextSeal2: Distortion-Free LLM Watermarking with Copula Mixing and Memoryless RacesarXiv cs.AI
TextSeal2 watermarks LLM outputs without distortion, preserving diversity and maintaining signal under speculative decoding.
- NVIDIA Nemotron 3.5 Transcribe and Granary v2: Intelligent Multilingual Transcription You Can Prompt and AdaptHugging Face
NVIDIA released Nemotron 3.5 Transcribe and Granary v2 for multilingual transcription.
- TurnTurk-GPT: Text-Based Turn-Taking Prediction for TurkisharXiv cs.AI
TurnTurk-GPT fine-tunes Turkish GPT-2 for text-based turn-taking prediction in Turkish dialogue.
- Fine-Tuning NVIDIA Nemotron to Know Local Rules, Not Just Local LanguagesNVIDIA Developer
Fine-tuning NVIDIA Nemotron enables language models to learn local rules and cultural knowledge.
The Agent Architect
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