Defense Advanced Research Projects Agency (DARPA)
AI Research & Innovation
The challenge our customer brought us.
Current test and evaluation frameworks for AI-enabled code translation are limited. They focus primarily on closed team testing rather than public usage or metrology research, failing to capture the complexities of real-world scenarios.
This oversight leaves reliability and usability gaps that hinder the transition of legacy C code to safer, modern Rust—the core objective of the DARPA TRACTOR (Translating All C TO Rust) challenge.
What we designed and delivered.
The Public Usage Language Lab (PULL) Challenges will evaluate AI-enabled C to Rust Translation systems in public deployment conditions, and leverage analysis of evaluation results to direct research attention towards high value open problems that must be resolved to achieve mature deployable systems.
The difference it made.
PULL delivers measurable advancements by enabling developers to identify system limitations and prioritize high-value research directions early in the project lifecycle
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Other programs we’ve delivered.
Next Generation Threat System (NGTS) GPT
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1
Generative AI Logistics for Communication and Execution (GAILFORCE)
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2
Augmenting CILEMP to Enable Fleet Autonomy with Generative AI (CILEMP-FLAG)
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3
Goal Reasoning for Satellite Constellation Decision Making (GRANITE)
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4
Deep Reinforcement Learning
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5
AI-Powered Multi-Asset, Multi-Domain Operations Planning and Replanning Software (AMORE)
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6
Minefield Planning Evaluation and Gaming Suite
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7
Information Technology Services (LITeS) III
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8
Cyber Warning and Operations Center (CWOC) Research and Analysis
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9
Intelligence, Surveillance, and Reconnaissance Operations (ISRO)
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10
All Source Intelligence Cyberspace II
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11
Continuous Interactive Learners for Mission Planning (CILEMP)
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12
DARPA Explainable AI
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13
NIST Privacy Engineering Program
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14
U.S. Census Disclosure Avoidance System
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15
NAVAIR Next Generation Threat System (NGTS)
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16
Enterprise Master Management Agents (EMMA)
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17
FIT Next-Sizing Scanner
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18
Journal Vouchers (JV)
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19
Annual Financial Report (AFR)
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20
Anticipatory and Adaptive Anti-Money Laundering (A3ML)
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22
Genomic Project
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23
Gemini for Government
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24
Logistics Information Technology Enterprise Solution (LITeS)
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25
Strategic Command Information Technology Lifecycle Support (SCITLS)
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