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AGI Dreams Podcast – January 27, 2026
Local LLM Infrastructure and Resource Optimization
In this episode:
Local LLM Infrastructure and Resource Optimization — A startup demonstrated flash-loading the entire Ollama library from a single 8-GPU H100 node using NVMe swapping, while community discussions explored Energy-Based Models as an architectural alternative to Transformers and new open-source tools emerged for GPU hardware planning and local inference calculation.
AI Agent Development and Multi-Agent Systems — New tools like Spidersan address multi-agent coordination challenges when AI coding agents work on shared…
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