JT’s Musings: Digital Living Intelligence
The ongoing exploration and integration of #AI, #ML, and other emerging technologies are crucial for businesses to stay competitive. Companies need to recognize the ongoing nature of technological change and embrace, Digital Living Intelligence (DLI).
Living Intelligence (LI), refers to capacities/capabilities arising from living systems, emphasizing adaptability, growth, and interconnectedness. Imagine a forest, where trees, plants, and animals interact in complex relationships. The same complex system, is unfolding (at an unprecedented rate) in the digital world.
Digital Living Intelligence (DLI) is real-time learning and adaptation, akin to the experiences witnessed in nature. A new reality driven by the convergence of AI, advanced sensors, and man. Enabling systems to sense, learn, adapt, and evolve. This convergence will drive exponential innovation, disrupt industries, and create new markets.
We are seeing this today, with the development and deployment of #Agents on a broad scale. These #ML algorithms use reasoning capabilities to make decisions and execute actions based on given information. They analyze scenarios and apply logic to determine the best course of action (similar to a strategist on your team). Agents take insights from models (which can include LAMs, that we'll talk about in a moment) and use them to navigate complex decisions. They operate using logic, rules, and sometimes even common sense. It’s like having a wise sage who takes the data and applies it to reality.
Following on the heals of Agents, are Large Action Models (LAMs). LAMs predict what should be done next, breaking down complex tasks into smaller pieces, unlike Large Language Models (LLMs) that primarily generate content. They don’t just memorize tasks; they learn patterns. They are awesome at generating strategies, suggesting actions, or simulating scenarios. They’re the scientists analyzing the chessboard. Together with Agents, they form a formidable team—like Batman and Robin, with brains and brawn working in perfect harmony!
Companies that believe their AI implementation is complete with LLMs are overlooking the broader technological landscape. Leaders need to be moving beyond current AI deployments and preparing for the broader impact of DLI.
