Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense

Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun Zhu Recent progress in deep learning is essentially based on a “big data for small tasks”...

Dr. Andreas Norlén, Speaker of the Swedish Parliament, speaks at AIWS Summit 2020

AIWS Summit 2020 is scheduled to be organized April 26-28, 2020 in partnership with World Leadership Alliance-Club de Madrid. Due to social distancing and Harvard’s closure in this time, the AIWS Summit 2020 will be done online on April 28, and will...

Tweets by Judea Pearl

Tweets by yudapearl

Causal Inference that’s not A/B Testing: Theory & Practical Guide

WRITTEN BY Eva Gong Undoubtedly, randomized experimentation (assuming it is conducted properly) is the most straightforward way to establish causality (refer to my previous article on a collection of A/B testing learning resources!). However, practically...

Generalizing Experimental Results by Leveraging Knowledge of Mechanisms

Abstract We show how experimental results can be generalized across diverse populations by leveraging knowledge of mechanisms that produce the outcome of interest. We use Structural Causal Models (SCM) and a refined version of selection diagrams to...

AIWS Roundtable: Solutions to Reopen for Democratic Countries

Time: 9:00 am – 10:00 am (EST), April 22, 2020 Speaker: Alex Pentland, Faculty Founding Director, the MIT Connection Science Co-founder of the AIWS Innovation Network (AIWS.net) and the Social Contract 2020 The Toshiba Professor of Media Arts and Sciences,...

The History of AI (HAI) at AIWS.net, Michael Dukakis Institute is the first historical site in AI

Mission: Governor Michael Dukakis said on March 10, 2020 at UCLA: “study history to avoid mistakes from the past, learn great lessons from history for today and tomorrow”. The mission of HAI is to do so, in addition to shaping a better future and...

The History of AI (HAI) at AIWS.net, Michael Dukakis Institute is the first historical site in AI

  Boston, 04/15/2020 Mission: Governor Michael Dukakis said on March 10, 2020 at UCLA: “study history to avoid mistakes from the past, learn great lessons from history for today and tomorrow”. The mission of HAI is to do so, in addition to...

Announcement

The History of AI” will be announced on May 5, 2020, at the Online AIWS Roundtable the Transatlantic Approaches on Digital Governance: A New Social Contract in Artificial Intelligence (AI) Age, which is organized by Boston Global Forum and World Leadership...