R0044/2026-03-29/Q001/S01
WebSearch — Defense AI deployment requirements and procurement specifications addressing automation bias
Summary
| Field |
Value |
| Source/Database |
WebSearch |
| Query terms |
DoD AI deployment requirements "automation bias" system behavior constraints procurement specification 2024 2025 |
| Filters |
None |
| Results returned |
10 |
| Results selected |
3 |
| Results rejected |
7 |
Selected Results
| Result |
Title |
URL |
Rationale |
| S01-R01 |
DoD AI Strategy / CDAO Objectivity Benchmarks |
https://media.defense.gov/2026/Jan/12/2003855671/-1/-1/0/ARTIFICIAL-INTELLIGENCE-STRATEGY-FOR-THE-DEPARTMENT-OF-WAR.PDF |
Directly addresses AI procurement criteria including objectivity benchmarks |
| S01-R02 |
Holland & Knight analysis of DoD AI-First Agenda |
https://www.hklaw.com/en/insights/publications/2026/02/department-of-wars-ai-first-agenda-a-new-era-for-defense-contractors |
Legal analysis of procurement implications |
| S01-R03 |
GAO report on DoD AI acquisition guidance |
https://www.gao.gov/products/gao-23-105850 |
Federal audit of DoD AI procurement needs |
Rejected Results
| Result |
Title |
URL |
Rationale |
| S01-R04 |
DOD Instruction 5400.19 Public Affairs AI |
https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodi/540019p.PDF |
Narrow scope — public affairs use only, not deployment standards |
| S01-R05 |
Statement on DoD Compliance with M-24-10 |
https://www.ai.mil/Portals/137/Documents/Resources%20Page/Statement_on_DoD_2024.pdf |
Compliance statement, not requirements specification |
| S01-R06 |
WilmerHale NDAA Analysis |
https://www.wilmerhale.com/en/insights/client-alerts/20251219-what-the-ndaa-means-for-ai-and-cybersecurity |
Legal analysis of NDAA AI provisions — covered by other sources |
| S01-R07 |
CMMC for AI (Gov Contracts Legal Forum) |
https://www.governmentcontractslegalforum.com/2026/01/articles/ai/cmmc-for-ai-defense-policy-law-imposes-ai-security-framework-and-requirements-on-contractors/ |
Security framework focus, not behavioral constraints |
| S01-R08 |
Pentagon AI Strategy (Inside Gov Contracts) |
https://www.insidegovernmentcontracts.com/2026/02/pentagon-releases-artificial-intelligence-strategy/ |
Duplicate coverage of DoD AI strategy |
| S01-R09 |
OMB M-26-04 |
https://www.whitehouse.gov/wp-content/uploads/2025/12/M-26-04-Increasing-Public-Trust-in-Artificial-Intelligence-Through-Unbiased-AI-Principles-1.pdf |
Relevant but PDF could not be extracted |
| S01-R10 |
GAO AI Workforce Management |
https://www.gao.gov/products/gao-24-105645 |
Workforce focus, not system behavioral requirements |
Notes
The search confirmed that DoD is establishing AI procurement requirements but the primary direction is toward "objectivity" (removing commercial safety constraints) rather than preventing sycophancy or automation bias at the output level.