Anthropic 多 Agent 冲突实验表明，协调系统还需要不可静默改写的委托记录、升级规则和独立验收。
Anthropic's conflict tests show why multi-agent coordination needs mandate invariants, escalation rules, and independent acceptance checks.
Go 的编译器、格式化、测试、模块与安全工具组成统一验证表面，让 AI 生成代码的错误更快暴露并形成可执行反馈。
Go helps AI coding agents by turning compiler, formatting, test, module, and security checks into a consistent machine-readable verification surface.
Muse Glimmer 把 30B Agent 模型装进 24 GB。真正的部署契约还包括内存、延迟、工具、状态、权限与恢复。
Muse Glimmer fits a 30B agent model into 24 GB. The real deployment contract spans memory, latency, tools, state, permissions, and recovery.
Claude 将临界线上 ζ 函数零点的无条件下界提高到 67.25%。本文拆解结果边界、Lean 证明和完整验证链。
Claude raised the lower bound for zeta zeros on the critical line to 67.25%. Here is what the result and its Lean proof establish.
Meta says Muse Code is replay-exact and restart-safe. This runtime contract audit separates internal state recovery from external side effects and exa
Cloudflare Kitesurf 用 V8 isolate 重做 Agent 浏览器。本文拆解其架构、基准边界、适用场景，以及 Chromium 仍然更合适的任务。
