Beyond LLMs: A Lightweight AI Approach with 1GB Memory
Published:Jan 3, 2026 21:55
•1 min read
•Qiita LLM
Analysis
This article highlights a potential shift away from resource-intensive LLMs towards more efficient AI models. The focus on neuromorphic computing and HDC offers a compelling alternative, but the practical performance and scalability of this approach remain to be seen. The success hinges on demonstrating comparable capabilities with significantly reduced computational demands.
Key Takeaways
Reference
“時代の限界: HBM（広帯域メモリ）の高騰や電力問題など、「力任せのAI」は限界を迎えつつある。”