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weight vs context tradeoff

1 articles · 6 co-occurring · 0 contradictions · 0 briefs

Introduces distinction between traditional fine-tuning (weight updates) and runtime context adaptation as competing approaches

Related concepts
retrieval augmented generation 1 prompt engineering 1 memory persistence 1 context window management 1 context accumulation across sessions 1 agent memory systems 1
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Context Engineering for AI Agents [Research Paper Explained] Self-Improving Language Models | by Simranjeet Singh | Nov, 2025 | Medium extends

Introduces distinction between traditional fine-tuning (weight updates) and runtime context adaptation as competing approaches

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