Physical AI 物理 AI 피지컬 AI
Robots, autonomous vehicles, and drones: perception to actuation in the physical world.
Why AI demand reaches this layer · 需求为什么传导到这里 · 수요가 여기까지 오는 이유
Perception to reasoning to action, in the physical world. The chain runs sensor → camera and LiDAR → edge accelerator → model → robot OS → actuator → motor → battery, so it inherits both the AI supply chain and the industrial one.
在物理世界里完成「感知 → 推理 → 动作」。这条链是：传感器 → 摄像头/激光雷达 → 边缘加速芯片 → 模型 → 机器人操作系统 → 执行器 → 电机 → 电池 —— 它同时继承了 AI 供应链和工业供应链。
물리 세계에서 지각 → 추론 → 동작. 체인은 센서 → 카메라/라이다 → 엣지 가속기 → 모델 → 로봇 OS → 액추에이터 → 모터 → 배터리다. AI 공급망과 산업 공급망을 둘 다 물려받는다.
Where the chokepoint sits · 瓶颈在哪 · 병목은 어디인가
Actuation and battery energy density improve on hardware timelines, not software ones. The model is rarely the limiting factor here.
执行器和电池能量密度按硬件的节奏改进，而不是软件的节奏。这里的限制因素很少是模型。
구동과 배터리 에너지 밀도는 소프트웨어가 아니라 하드웨어 일정으로 개선된다. 여기서 제한 요인은 모델인 경우가 드물다.
A structural observation about supplier concentration and lead times — not a view on any security. 这是关于供应商集中度与交期的结构性观察，不是对任何标的的看法. 공급사 집중도와 납기에 대한 구조 관찰이지, 어떤 증권에 대한 의견이 아닙니다.
Companies in this layer · 本层级的公司 · 이 레이어의 기업
- PONYBeneficiary · 受益 · 수혜
Autonomous driving and robotaxi operations.
- WRDBeneficiary · 受益 · 수혜
Autonomous driving technology and robotaxi fleets.
- AURBeneficiary · 受益 · 수혜
Autonomous trucking systems for long-haul freight.
- KDKBeneficiary · 受益 · 수혜
Autonomous trucking technology for freight operations.
- SYMBeneficiary · 受益 · 수혜
Warehouse automation and robotic order fulfilment systems.
- AVAVBeneficiary · 受益 · 수혜
Uncrewed aircraft systems and autonomous defence platforms.
- TSLANeutral · 中性 · 중립
Electric vehicle manufacturing is the revenue base; autonomy and humanoid robotics are programs within it, not the whole business.
- ISRGNeutral · 中性 · 중립
Surgical robotics, but surgeon-controlled rather than autonomous — robotics without the autonomy this layer describes.
Public 13F filings citing these securities · 引用这些标的的公开 13F 申报 · 이들 증권을 인용한 공개 13F
Research context, not a recommendation. These are facts on file with the SEC; the classification that puts a security in this layer is ours, and the filer made no such claim.
供研究参考，不构成任何推荐。以下是已向 SEC 存档的事实；把某个标的归入本层级是我们的分类， 申报人并未作出这样的表述。
- ARK Investment Managementreported a position inAURForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Duquesne Family Officereported a position inAURForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- ARK Investment Managementreported a position inAVAVForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Fundstrat Capitalreported a position inAVAVForm 13F-HR for the period ending 2026-06-30, filed 2026-08-13 · SEC filing
- ARK Investment Managementreported a position inISRGForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Bridgewater Associatesreported a position inISRGForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Coatue Managementreported a position inISRGForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- ARK Investment Managementreported a position inKDKForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- ARK Investment Managementreported a position inPONYForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Tiger Global Managementreported a position inPONYForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- ARK Investment Managementreported a position inTSLAForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Coatue Managementreported a position inTSLAForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- Fundstrat Capitalreported a position inTSLAForm 13F-HR for the period ending 2026-06-30, filed 2026-08-13 · SEC filing
- Viking Global Investorsreported a position inTSLAForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
- ARK Investment Managementreported a position inWRDForm 13F-HR for the period ending 2026-06-30, filed 2026-08-14 · SEC filing
Rows below are public SEC Form 13F-HR filings, reported by the filing entity for the period shown and filed later — they are never current holdings. Form 13F covers long US equity positions only: it excludes short positions, cash, non-US holdings and most derivatives, and a reported position may have been sold since. Assigning a ticker to a layer is XingAI's classification, not the filer's. Nothing here is a recommendation, and an institution reporting a position is not a reason to take one.
下列条目来自 SEC 公开的 Form 13F-HR 申报，由申报主体就所示期间申报、并在其后提交 —— 它们不是当前持仓。Form 13F 仅覆盖美股多头头寸：不含空头、现金、非美资产和大多数衍生品，且申报的头寸可能已被卖出。把某个标的归入某一层级是 XingAI 的分类，不是申报人的。此处没有任何推荐，机构申报持有某标的也不构成你持有它的理由。
Descriptive positioning only. `stance` says whether a company's business is exposed to a layer, never whether to buy it. Layers with no exposure are not recommendations to add any.