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NIST AI 600-1

2 articles · Page 1 of 1
Frontline Investigation
Frontline Investigation
Aug 28, 2026 · Industry Insights

Beyond Capability Lists: The Hidden Challenge of LLM Project Delivery

This article argues that successful LLM project delivery depends not on model capability lists but on establishing traceable judgment chains covering model versions, knowledge sources, tool calls, and operational accountability, highlighting a four-layer responsibility framework and four key evaluation questions for procurement and governance.

AI GovernanceLLM project deliveryNIST AI 600-1
0 likes · 11 min read
Beyond Capability Lists: The Hidden Challenge of LLM Project Delivery
Frontline Investigation
Frontline Investigation
Aug 6, 2026 · Industry Insights

Why Cheaper LLMs Make Industry AI Projects Harder to Cost

This article analyzes why industry AI projects become harder to cost as model prices drop, identifying four hidden cost categories—context preparation, continuous evaluation, exception handling, and accountability—and argues that sustainable AI systems require shifting focus from per-call pricing to the cost of an acceptable business outcome.

AI GovernanceAI accountabilityAI evaluation
0 likes · 12 min read
Why Cheaper LLMs Make Industry AI Projects Harder to Cost