Unverified50% confidenceOpinionExact time
Dexterous hands are becoming a key hardware bottleneck for embodied intelligence.
1
Sources
50%
Confidence
Long-term
Relevance
10/29/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe main bottleneck holding back domestic computing power is the software ecosystem rather than the chip hardware itself.76% similarUnverified嵌入式Linux因知识体系庞杂、调试周期长、硬件依赖强三重特性形成较高技术护城河,人才替代难度极高72% similarUnverifiedThe more non-mainstream the hardware, the greater the performance headroom that self-tuning can extract, because hand-written optimizations in llama.cpp are already quite thorough on mainstream hardware.70% similarUnverifiedOn-device devices may have multiple bottlenecks simultaneously—CPU, GPU/NPU, memory bandwidth, etc.—so one should observe which resource saturates under load rather than blindly optimizing inference speed.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1110487API
curl https://kongchang.com/api/v1/knowledge/claims/1110487MCP
get_claim(id=1110487)