Steven Adler
San Francisco, California, United States
5K followers
500+ connections
About
I'm a researcher focused on how to make AI go better. These days, the best place to…
Experience
Education
-
Brown University
-
Activities and Societies: Phi Beta Kappa
Awarded the Samuel C. Lamport Prize for my honors thesis, "Price Discrimination and Consumer Taste for Fairness"
Select coursework:
Applied Artificial Intelligence
Intro to Algorithms and Data Structures
Game Theory and Applications
Economics of Creativity, Entrepreneurship, & Innovation
Behavioral Economics
Human Cognition
Making Decisions (TA) -
-
Publications
-
What are you optimizing for? Aligning Recommender Systems with Human Values
See publicationWe describe cases where real recommender systems were modified in the service of various human values such as diversity, fairness, well-being, time well spent, and factual accuracy. From this we identify the current practice of values engineering: the creation of classifiers from human-created data with value-based labels. This has worked in practice for a variety of issues, but problems are addressed one at a time, and users and other stakeholders have seldom been involved. Instead, we look to…
We describe cases where real recommender systems were modified in the service of various human values such as diversity, fairness, well-being, time well spent, and factual accuracy. From this we identify the current practice of values engineering: the creation of classifiers from human-created data with value-based labels. This has worked in practice for a variety of issues, but problems are addressed one at a time, and users and other stakeholders have seldom been involved. Instead, we look to AI alignment work for approaches that could learn complex values directly from stakeholders, and identify four major directions: useful measures of alignment, participatory design and operation, interactive value learning, and informed deliberative judgments.
-
Report on Algorithmic Risk Assessment Tools in the U.S. Criminal Justice System
Partnership on AI
See publicationWe prepared a report highlighting the shortcomings of algorithmic risk assessment tools today in the US (often used to detail people pre-trial) and 10 recommendations for standards these tools must meet prior to high-stakes usage.
-
When Is It Appropriate to Publish High-Stakes AI Research?
Partnership on AI
See publicationWe wrote up a light framework of considerations when publishing high-stakes research, informed by a simulation event with our partners and a preliminary survey of their views.
-
What AI can and can't do (yet) for your business
McKinsey Quarterly
See publicationOur team surveyed today's AI landscape to identify AI's current limitations; the business problems that become solvable once those limitations are addressed; and the emerging techniques driving progress within them. I conducted and synthesized 20+ expert interviews with CEOs, professors, post-doc researchers, and others in the AI community to identify said techniques, their business applications, and their limitations.
Projects
-
Project Euler - top 10% problem-solver
-
See projectProject Euler is a series of programming challenges in which people write code to solve complex mathematical puzzles. I rank in the top 10% of the site's all-time problem-solvers (750K people total), having completed ~50 of the site's challenges.
Other similar profiles
Explore top content on LinkedIn
Find curated posts and insights for relevant topics all in one place.
View top contentOthers named Steven Adler in United States
221 others named Steven Adler in United States are on LinkedIn
See others named Steven Adler