As organizations accelerate their journey toward AI-driven productivity, audit frameworks to assess which functions are suitable for LLM automation have emerged as critical tools for managing risk, scaling solutions, and aligning strategy.
Analysis
A little over a year ago, in July of 2024, the massive CrowdStrike outage showed how a single vendor’s content update can ripple into global operational risk - exposing dependencies in platform design, vendor concentration, ...
Analysis
LLMs are rapidly moving beyond generalized language tasks to displace highly specialized consulting and analytical functions once thought resistant to automation. This summary identifies five such domains where the conditions for disruption are accelerating - ...
Analysis
A new CSIS report by Emily Benson Unger and Alexander McLean warns that the future of AI will be shaped as much in Lagos and Nairobi as in Silicon Valley. CSIS argues that the next ...
Analysis
Deep tech- rooted in scientific breakthroughs from quantum to biotech - is emerging as a global driver of sustainable growth, but uneven ecosystems and funding gaps risk widening divides between advanced and emerging economies.
Analysis
OODA Network discussions have pointed to South Korea’s energized hacker culture on display at global competitions and cybersecurity gatherings, where Seoul’s commitment to training, tinkering, and proactive defense is rapidly shaping the next generation of ...
Analysis
A growing array of high-profile wargames, simulations, and policy exercises reveal sobering lessons about a future fight over Taiwan, highlighting the urgent need for U.S. and allied investment in munitions, resilient posture, drone warfare, and ...
Analysis
Long holiday weekends in the U.S. are often met with a surge in adversarial cyber activity—a trend OODA Loop has tracked extensively in its Shields Up series. The recent Russian hijacking of a Norwegian dam ...
Analysis
Security researchers have discovered PromptLock, the first AI-powered ransomware leveraging prompt injection and large language model (LLM) systems to automate and scale attacks. This development builds on an ongoing OODA Network discussion of AI as ...
Analysis
The discovery of PromptLock provides a clear case study of how prompt injection can be exploited as a cyber weapon. By manipulating large language model (LLM) inputs, adversaries hijack AI systems to carry out tasks ...
Analysis