3 articles
machine-learning
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Small Language Models: Practical Enterprise Deployment
Small language models cut cost and latency for bounded enterprise AI. Compare evaluation, RAG, quantization, serving, and rollout trade-offs.
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Context Engineering for AI Agents: Production Patterns
Context engineering for AI agents needs typed context, provenance, token budgets, restorable compaction, secure tools, and testable release gates.
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On-Device AI Mobile Apps: A Production Release Plan
Build on-device AI mobile apps with runtime-state checks, pinned inference controls, content-addressed evidence, and rollback-safe model delivery.