Artificialinteligence
2 articles about artificialinteligence.
Why Belief Extraction Beats Flat RAG for AI Agent Memory
·2 min read
Layered memory architectures with belief extraction outperform simple RAG retrieval for AI agents handling hundreds of conversations. Structured compression
agent-memoryragbelief-extractionlocal-llmknowledge-managementartificialinteligence
How to Cut AI Agent Costs 50-70% with Model Routing
·2 min read
Route simple tasks to local Ollama models, complex ones to Claude. Combine that with aggressive state summarization and context pruning to keep token usage
model-routingcost-reductionollamaclaudeoptimizationartificialinteligence
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