type: research

title: Cloudflare Workers for RLM

content: Cloudflare Workers have memory limitations (128MB) and lack Python ML support, making them unsuitable for large AI workloads. Cold start latency further impacts performance.


title: Cost-Efficient Models for RLM

content: Gemini 2.5 Flash, DeepSeek-R1-Distill-32B, and Groq Llama 3.3 70B are cost-effective models for bulk processing, with trade-offs in context window and speed.


title: Mycelial Network Topology

content: Mycelial principles like hyphal growth, nutrient transport, anastomosis, and resilience optimize AI memory networks for dynamic expansion and robustness.