Light Scaffolding

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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Light scaffolding (RAG, function calling, simple chains) represents the current enterprise deployment standard with 92% Fortune 500 adoption, achieving 88-91% function calling accuracy and 18% RAG accuracy improvements, but faces 73% attack success rates without defenses (reduced to 23% with layered guardrails). Systems show capability doubling every 7 months, suggesting likely merger into heavy scaffolding by 2027, with 15-25% probability of remaining dominant at transformative AI.",
  "description": "Analysis of AI systems with basic tool use, RAG, and simple chains. The current sweet spot between capability and complexity, including GPT with plugins, Claude with tools, and standard RAG architectures.",
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No external links