Why Business Leaders Should Understand AI Alignment

to that of previous industrial and scientific revolutions. If used properly, for example, AI could improve our lives in many ways—fromin computational power and data, AI systems should become far more capable, possibly equaling or exceeding human-level performance at many intellectual tasks. As business leaders, however, it is imperative that we act now to ensure AI is aligned with human values and intent.that aims to ensure artificial intelligence systems achieve desired outcomes.

With the emergence of ever more powerful AI, this alignment exercise will be extended to include algorithms. Imagine playing darts but not agreeing on what the dart board looks like or how to score points. If it’s not clear what the objective is, we will get fuzzy and useless feedback. The same is true for machine learning algorithms.

In order to function properly, though, AI products need to learn the language of human preferences. Humans interpret things differently and develop preferences based on their personal perceptions. Whether we are looking at language models that drive chat interfaces, self-driving cars or even the spam filter on your email, there is a lot of ambiguity and subtlety surrounding the process of how to treat data.

For example, the autonomous vehicle industry has already faced many challenges in putting ML-enabled products on the road. In its capacity to power self-driving cars, AI has. The problem is not one of intent. Manufacturers of automated vehicles want to ensure that their products behave as passengers expect by not making dangerous turns, obeying traffic rules, driving on safe surfaces, etc..

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Get The Capital You Need To Keep Your Business MovingMelissa Houston is the author of Cash Confident: An Entrepreneur's Guide to Creating a Profitable Business, and the founder of She Means Profit. Melissa is a Certified Professional Accountant (CPA) and a Business Finance Strategist, where she helps successful business owners increase their profit margins so they can put more cash in their pocket and increase their net worth. Melissa's passion is helping business women overcome the finance issues and earn more profit in their business and personal lives. Melissa has over 20 years of business experience with large and small corporations, government, and not-for-profit industries while specializing in Internal Controls, corporate accounting, budgets, financial reporting, corporate & personal tax, audit, and SR&ED. She is the proud mother to two kind and beautiful teenagers and wife to her husband Jamie.
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