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For example, as transportation networks play a key role in moving goods and materials from suppliers to customers, Zach hopes to integrate models of global transportation networks into his models of global supply chain networks. WHAT ARE YOUR PROUDEST CAREER ACHIEVEMENTS SO FAR?
For instance, I have collaborated with people from a huge range of disciplines to develop algorithms for detecting animals in underwater videos, exploring how crooked teeth change the perception of faces, and monitoring moisture transport in laminated wood. This cross-disciplinary work often yields unexpected benefits, sometimes years later.
Responsible AI research and development can lead to advancements in various fields, including transportation, education and sustainability.” AI could optimise our transport systems by reducing congestion, planning out delivery routes for goods vehicles, and controlling self-driving cars. What are the next steps for this project?
In other words, we’re concerned more with what computational results are obtained, with what computational resources, rather than on the details of the program constructed to achieve this. And this is where our pieces of “falsifiable naturalscience” come in.
Given a defined “goal”, an AI can automatically work towards achieving it. Most of our existing intuition about “machinery” and “automation” comes from a kind of “clockwork” view of engineering—in which we specifically build systems component by component to achieve objectives we want. And that’s where we humans come in.
But, first and foremost, the story of the Second Law is the story of a great intellectual achievement of the mid-19th century. Already the steam-engine works our mines, impels our ships, excavates our ports and our rivers, forges iron, fashions wood, grinds grain, spins and weaves our cloths, transports the heaviest burdens, etc.
In early 1984 I visited MIT to use the machine to try to do what amounted to naturalscience, systematically studying 2D cellular automata. I quickly determined that there were no such rules with 2 colors and blocks of sizes 2 or 3 that achieved any kind of randomization. mode, often accompanied by rapid physical rewiring.
But while this might be a convenient setup for biology, it’s not at all clear that it’s even close to the best way to achieve the functionality we need. Is there for example some kind of notion of “parallel transport” that would reflect “flatness” in the space?
How do we achieve this? Let’s say that we’re trying to achieve the objective of having an efficient transportation system for carrying people around. No doubt there’ll at least be some “natural-science-like” characterizations of what’s going on. One person wants to get a cookie.
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