{
 "generated": "2026-11-01",
 "node": {
  "id": "model:ampersand",
  "type": "Model",
  "name": "Ampersand v0.1",
  "slug": "ampersand",
  "date": "2026-10-20",
  "category": "closed-llm",
  "category_zh": "闭源 LLM",
  "access": "closed",
  "eps": [
   108
  ],
  "page": "/landscape/ai-models/#m-ampersand",
  "degree": 0.0023
 },
 "page": "https://xiaopingfeng.com/graph/e/model/ampersand/",
 "out": [
  {
   "type": "developed_by",
   "sentence": "Ampersand v0.1的开发方是humans&",
   "direction": "out",
   "id": "org:humans-and",
   "name": "humans&",
   "unit": "",
   "role": "primary",
   "status": "base",
   "evidence": [
    {
     "kind": "ledger",
     "label": "本站新模型台账",
     "text": "新模型台账：开发者栏写作“humans&”；官方博客",
     "url": "https://ampersand.humansand.ai/blog/"
    }
   ]
  },
  {
   "type": "based_on",
   "sentence": "Ampersand v0.1基于GLM-5.3",
   "direction": "out",
   "id": "model:glm-5-3",
   "name": "GLM-5.3",
   "since": "2026-10-20",
   "note": "humans& 的协作模型，约 744B 总 / 约 40B 激活的 MoE，基座是 Z.ai 的 GLM 5.3，用强化学习在长程社交场景里训练。",
   "status": "agent",
   "evidence": [
    {
     "kind": "official",
     "label": "官方页面",
     "text": "humans& 模型卡：Ampersand v0.1 约 744B 总 / 40B 激活的 MoE，基座是 Z.ai 的 GLM 5.3。",
     "url": "https://ampersand.humansand.ai/blog/model-card.html"
    },
    {
     "kind": "own",
     "label": "本站页面",
     "text": "本站 AI Buzzwords EP.108 收录此事（本周新模型（闭源 / 仅 API））",
     "url": "https://xiaopingfeng.com/buzzwords/108/"
    }
   ]
  }
 ],
 "in": []
}