Shivansh Arora

Decentralized Hybrid LLM Inference Architectures Under Free-Tier Infrastructure Constraints

2026 · Open MIND

Access to advanced artificial intelligence systems is increasingly shaped by infrastructure and cost rather than capability alone. While large proprietary models dominate public benchmarks, a growing ecosystem of open-weight models offers an alternative path that …