Artificial Intelligence

Real-Time Sequential Decision-Making by Autonomous Agents

A new approach to real-time sequential decision-making represents a step towards autonomous agents that can make critical decisions in real time.

Continue reading

Biophysics-Inspired AI Uses Photons to Help Surgeons Identify Cancer

Biophysics-inspired AI tools would provide a richer amount of information to support intraoperative decisions of surgeons during removal of cancerous tissue.

Continue reading

Dialog-Based Interactive Image Retrieval

A natural language-based system for interactive image retrieval that is more expressive than conventional systems based on binary or fixed-form feedback.

Continue reading

Watch IBM’s AI System Debate a Human Champion Live at Think 2019

IBM Research and Intelligence Squared U.S. host a live public debate featuring Project Debater, the first AI system that can debate humans.

Continue reading

IBM Launches Research Collaboration Center to Drive Next-Generation AI Hardware

The IBM Research AI Hardware Center, a global research hub to develop next-generation AI hardware and help achieve AI's true potential.

Continue reading

Certifying Attack Resistance of Convolutional Neural Networks

Researchers from MIT and IBM propose an efficient and effective method for certifying attack resistance of convolutional neural networks to given input data.

Continue reading

Efficient Adversarial Robustness Evaluation of AI Models with Limited Access

IBM researchers present AutoZOOM, an efficient and practical tool for evaluating adversarial robustness of AI models with limited access.

Continue reading

IBM Research AI at AAAI 2019

IBM Research AI will present dozens of technical papers and demos at the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI) in Honolulu, Hawaii.

Continue reading

IBM Research Releases ‘Diversity in Faces’ Dataset to Advance Study of Fairness in Facial Recognition Systems

Originally published January 29, 2019; updated February 15, 2019, to reflect important contributions from Joy Buolamwini and Timnit Gebru in Gender Shades (2018) cited in the Diversity in Faces arXiv paper.

Continue reading

Building Ethically Aligned AI

IBM Research has studied and assessed two possible ways to solve AI's "value alignment" problem and build ethically aligned AI systems.

Continue reading

Machine Learning in Action for the Humanitarian Sector

IBM and the Danish Refugee Council developed a machine learning system to help understand migration via strategic forecasts and scenario analysis.

Continue reading

Behind the Scenes of Project Debater – Speech by Crowd at CES: Part Two

IBM Research reflects on sharing Project Debater - Speech by Crowd with the public this week at CES and on its performance.

Continue reading