S04 — ICD 203 AI Prompts Search Log¶
Tool and Description¶
| Field | Value |
|---|---|
| Tool | WebSearch |
| Query | published system prompt AI agent comprehensive research methodology analytical rigor ICD 203 intelligence community |
| Date | 2026-03-31 |
| Results returned | 10 |
| Selected | 1 |
| Rejected | 9 |
Additional query: LLM prompt implementing structured analytic techniques intelligence analysis complete system prompt published open source
Summary¶
Searched specifically for prompts implementing ICD 203 or intelligence community analytical standards. Found no AI system prompts implementing ICD 203. Found one implementation of SATs via LLMs (sroberts, already captured). The intelligence analysis community has not published AI prompts implementing their analytical standards.
Selected Results¶
| Result | Title | Rationale |
|---|---|---|
| S04-R01 | AI-Researcher (HKUDS) NeurIPS 2025 | Complete autonomous research system — closest to full framework |
Rejected Results¶
| Result | Title | Rationale for Rejection |
|---|---|---|
| — | ICD 203 PDF (intelligence.gov) | Source document for ICD 203, not an AI prompt |
| — | Masters of Analytical Tradecraft (Air University) | Human training document |
| — | Rojas JPME paper (jcs.mil) | Human tradecraft certification |
| — | ICD-203 (dni.gov) | Duplicate source document |
| — | NIU Short Paper (ni-u.edu) | Academic research on IC, not AI prompts |
| — | Objectivity page (intelligence.gov) | IC values page |
| — | Duffield analytic standards (Air University) | Military intelligence context only |
| — | Tandfonline policy article | Human policy perspectives |
| — | ICD 203 (irp.fas.org) | Duplicate source document |
Notes¶
Complete absence of AI prompts implementing ICD 203 or any IC analytical standard. The IC community has focused on human training and evaluation rather than AI implementation of their standards. This is a significant gap.