{
  "schema_version": "paper_public_manifest_v1",
  "paper_id": "blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception_2026_09",
  "slug": "blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception",
  "title": "别人堆传感器,这篇全拆了",
  "authors": [],
  "source": {
    "arxiv_id": "2608.29487",
    "pdf_url": "https://arxiv.org/pdf/2608.29487",
    "project_url": "",
    "github_url": "",
    "huggingface_url": "",
    "original_source": "https://arxiv.org/pdf/2608.29487"
  },
  "site": {
    "post_url": "/posts/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception",
    "canonical_url": "https://haiguangboy.com/posts/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception",
    "cover_image": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/cover.webp"
  },
  "taxonomy": {
    "domain": "embodied_ai",
    "track": "action_generation",
    "tasks": [
      "embodied_ai",
      "action_generation",
      "robotics",
      "state_prediction",
      "具身智能",
      "人形机器人",
      "本体感知"
    ],
    "related_topics": [
      {
        "paper_id": "mathcaln_0_foundation_towards_the_age_of_tactile_intelligence_2026_09",
        "title": "N0-Foundation:开启触觉新时代",
        "url": "https://haiguangboy.com/posts/mathcaln_0_foundation_towards_the_age_of_tactile_intelligence",
        "relation": "contrast",
        "summary": "N0-Foundation:开启触觉新时代",
        "strength": "strong"
      },
      {
        "paper_id": "pave_predictive_alignment_and_value_guided_evolution_for_world_action_policies_2026_09",
        "title": "PAVE:失败数据也能喂饱策略",
        "url": "https://haiguangboy.com/posts/pave_predictive_alignment_and_value_guided_evolution_for_world_action_policies",
        "relation": "same_track",
        "summary": "PAVE:失败数据也能喂饱策略",
        "strength": "strong"
      },
      {
        "paper_id": "prism_precision_and_contact_rich_real_world_industrial_skill_dataset_with_multim_2026_08",
        "title": "PRISM:规模能否替代显式建模?",
        "url": "https://haiguangboy.com/posts/prism_precision_and_contact_rich_real_world_industrial_skill_dataset_with_multim",
        "relation": "same_track",
        "summary": "PRISM:规模能否替代显式建模?",
        "strength": "strong"
      },
      {
        "paper_id": "the_missing_touch_spatially_distributed_tactile_feedback_brings_teleoperation_cl_2026_08",
        "title": "指尖麻醉类比:遥操作缺的那味触觉",
        "url": "https://haiguangboy.com/posts/the_missing_touch_spatially_distributed_tactile_feedback_brings_teleoperation_cl",
        "relation": "same_track",
        "summary": "指尖麻醉类比:遥操作缺的那味触觉",
        "strength": "strong"
      },
      {
        "paper_id": "omega_0_a_latent_predictive_world_action_model_for_concurrent_humanoid_loco_mani_2026_08",
        "title": "未来预测越准，机器人反而越迟滞",
        "url": "https://haiguangboy.com/posts/omega-0",
        "relation": "same_track",
        "summary": "真机结果只是定性演示,不是按固定协议采集的可靠性评测——全部量化数字都来自仿真,作者明确说真机试验证明的是可迁移性,不是可靠性估计 validates 跨物体、跨场景、人类数据迁移三项泛化测试均为定性描述,未给出量化成功率",
        "strength": "strong"
      },
      {
        "paper_id": "generalist_blog_gen_1_5_20260818_2026_08",
        "title": "机器人GPT-3时刻：故事很足，证据不够",
        "url": "https://haiguangboy.com/posts/gen-1-5-one-shot",
        "relation": "same_track",
        "summary": "真机结果只是定性演示,不是按固定协议采集的可靠性评测——全部量化数字都来自仿真,作者明确说真机试验证明的是可迁移性,不是可靠性估计 validates 三项零样本泛化演示:组合两个物理提示、仿真到真实迁移、人手到机械手跨具身模仿",
        "strength": "strong"
      }
    ]
  },
  "analyst_take": {
    "type": "author_opinion",
    "text": "这篇和已经解读过的N0-Foundation正面对着干：N0-Foundation的核心判断是纯视觉+本体感知既暴露不出接触状态、也提供不了执行中途纠错的信号，必须显式建模力/触觉；这篇却证明，只要观测里加上一步指令这一项，本体感知本身就能当一条够用的隐式触觉通道，完成截球、蹬滑板这类高度依赖接触反馈的任务，不需要任何专门的触觉硬件。两边谁更站得住，可能取决于任务对接触信息精度的要求——这篇自己也承认这条通道分辨率很低，恰好呼应了已经解读过的Touch论文的发现：触觉分辨率值不值钱，要看它和其他反馈渠道的冗余程度。"
  },
  "ruling": {
    "importance_score": 3.0,
    "one_sentence": "别人堆传感器,这篇全拆了"
  },
  "asset_base_url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception",
  "assets": [
    {
      "type": "pdf_screenshot",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/page_01.webp",
      "content_type": "image/webp",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/page_01.webp",
      "role": "paper_first_page",
      "size_bytes": 213936
    },
    {
      "type": "pdf_screenshot",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/key_figure.webp",
      "content_type": "image/webp",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/key_figure.webp",
      "role": "method_figure",
      "size_bytes": 256716
    },
    {
      "type": "cover_image",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/cover.webp",
      "content_type": "image/webp",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/cover.webp",
      "role": "post_cover",
      "size_bytes": 93500
    },
    {
      "type": "public_brief",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_brief.md",
      "content_type": "text/markdown; charset=utf-8",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_brief.md",
      "role": "public_brief",
      "size_bytes": 5152
    },
    {
      "type": "public_brief",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_brief.en.md",
      "content_type": "text/markdown; charset=utf-8",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_brief.en.md",
      "role": "public_brief_en",
      "size_bytes": 6485
    },
    {
      "type": "public_manifest",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_manifest.en.json",
      "content_type": "application/json; charset=utf-8",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_manifest.en.json",
      "role": "public_manifest_en",
      "size_bytes": 8130
    },
    {
      "type": "public_manifest",
      "object_key": "papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_manifest.json",
      "content_type": "application/json; charset=utf-8",
      "upload_status": "uploaded",
      "bucket": "paper-assets",
      "url": "https://static.haiguangboy.com/papers/blind_dexterity_whole_body_humanoid_manipulation_via_pure_proprioception/public_manifest.json",
      "role": "public_manifest",
      "size_bytes": 8731
    }
  ],
  "published_at": "2026-09-10T21:54:40+08:00",
  "created_at": "2026-09-10T21:54:40+08:00",
  "updated_at": "2026-09-10T21:54:52+08:00"
}