MiniMax发布全球首个云端沙箱MaxHermes，基于Hermes Agent构建。其核心在于自我进化能力，通过独特的学习闭环机制，在完成任务后自动提炼可复用技能，并依据反馈持续改进，实现“越聊越懂你”的深度交互，彻底告别传统AI能力固定与手动配置的局限。
MiniMax推出全球首个云端沙箱助手MaxHermes，其核心创新在于“学习闭环”机制，能自主从任务中提炼可复用技能并动态扩充技能库，实现自我迭代，区别于依赖人工预设的工具。
MiniMax推出全球首个云端沙箱产品MaxHermes，其核心在于独特的学习闭环机制。该AI助手能在完成复杂任务后，主动提炼可复用技能并保存为独立文档，实现持续自我进化，让AI越用越好用。
科大讯飞推出企业级智能助手“AstronClaw”，主打安全协同，通过沙箱隔离技术保障数据隐私，支持云端一键部署，并与企业微信、钉钉等办公平台集成，助力企业高效应用大模型。
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mcp-scaffold是一个用于验证模型上下文协议（MCP）服务器的开发沙箱，提供本地LLM（如LLaMA 7B）和云端推理支持，包含聊天界面和参考架构。
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