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The Pentagon Taps Scale AI to Chart the Murky Waters of AI Safety
InfoPulse
February 27th, 2024
Word count: 468 Estimated reading time: 2 minutes
The military is getting serious about responsibly testing newfangled AI systems before unleashing them.
The Pentagon's Chief Digital and Artificial Intelligence Office (CDAO) just hired Scale AI to create a rigorous framework for evaluating risky but promising technologies like large language models. These "generative AI" systems can churn out convincing text, images and more on command.
Scale AI has one year to cook up standards and methods to measure performance, catch inaccuracies and fit AI safely into military operations.
It's tricky business. Unlike labeling cat photos, checking AI-generated text has no clear right or wrong answers. So Scale will develop special datasets and have Defense Department experts carefully review AI responses.
The goal is to establish "model cards" to benchmark new systems against past ones. And eventually make AIs alert users when they're operating outside tested boundaries.
Why This Matters
This contract signals the military is approaching AI with care, not just charging blindly ahead with flashy new tech.
Proper evaluation is crucial as generative AI looks poised to transform defense planning and decision-making. But potential risks like security vulnerabilities or biases abound.
Scale AI's framework could allow the Pentagon to capitalize on AI's promise while safeguarding critical operations. If it works, expect rigorous standards for testing and deploying AI to be adopted military-wide.
What the military learns here could shape AI safety far beyond the defense sector. Hot tech with murky impacts requires ethical guardrails.
But striking the right balance is no easy feat. Scale AI faces knotty technical hurdles and uncharted ethical territory. Success would prove the military takes its AI oversight role seriously in the face of uncertainty.
Let's hope this project paves the way for AI that enhances national security, not undermines it. The future is unwritten, but thoughtful evaluation today could write it wisely.
Source: https://defensescoop.com/2024/02/20/scale-ai-pentagon-testing-evaluating-large-language-models/
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