Agentic AI’s OODA Loop Problem - Schneier on Security
The OODA loop—for observe, orient, decide, act—is a framework to understand decision-making in adversarial situations. We apply the same framework to artificial intelligence agents, who have to make their decisions with untrustworthy observations and orientation. To solve this problem, we need new systems of input, processing, and output integrity. Many decades ago, U.S. Air Force Colonel John Boyd introduced the concept of the “OODA loop,” for Observe, Orient, Decide, and Act. These are the four steps of real-time continuous decision-making. Boyd developed it for fighter pilots, but it’s long been applied in artificial intelligence (AI) and robotics. An AI agent, like a pilot, executes the loop over and over, accomplishing its goals iteratively within an ever-changing environment. This is Anthropic’s definition: “Agents are models using tools in a loop.”...
Contextualize Findings:Understanding the context in which your data exists is critical to practical orientation.
Read more 👉 https://lttr.ai/Af5Ky
#OODALoop #SwotAnalysis #Kanban
Start applying these principles today to ensure your team is always aligned and ready to tackle any challenge.
Read more 👉 https://lttr.ai/AfVcj
#OODALoop #SwotAnalysis #Kanban
Contextualize Findings:Understanding the context in which your data exists is critical to practical orientation.
Read more 👉 https://lttr.ai/AfDmJ
#OODALoop #SwotAnalysis #Kanban
This means comparing your current metrics against past performance and established goals.
Read more 👉 https://lttr.ai/Aeuqf
#OODALoop #SwotAnalysis #Kanban
Here’s how Tech Managers can leverage Kanban metrics to excel in this critical phase.1.
Read more 👉 https://lttr.ai/AemNj
#OODALoop #SwotAnalysis #Kanban
Start applying these principles today to ensure your team is always aligned and ready to tackle any challenge.
Read more 👉 https://lttr.ai/AemNh
#OODALoop #SwotAnalysis #Kanban
The ability to effectively orient yourself within the OODA Loop is crucial for making informed decisions.
Read more 👉 https://lttr.ai/AeUox
#OODALoop #SwotAnalysis #Kanban
Align with Strategic Objectives:Ensure that your interpretations align with your team’s strategic goals.
Read more 👉 https://lttr.ai/AeUon
#OODALoop #SwotAnalysis #Kanban
Here’s how Tech Managers can leverage Kanban metrics to excel in this critical phase.1.
Read more 👉 https://lttr.ai/AeUol
#OODALoop #SwotAnalysis #Kanban
Bill
TheLambdaDev
