This episode is all about bias. Our hosts Maren Scheffel and Nia Dowel talk to Shamya Karumbaiah and Rene Kizilcec about bias in learning analytics and some of the work they are doing in that area.

What do you think is Shamya's lie? And which of Rene's statements wasn't true? Let us know on twitter using the hashtag #SoLARspotlight.

If you want to know more about SoLAR, get in touch via solaresearch.org or tweet us @SoLAResearch. Specific feedback may be sent to solar.spotlight.podcast@gmail.com.

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Episode 16: Bias

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Over the past decade, discussions surrounding artificial intelligence (AI) in the military domain have largely focused on autonomous weapon systems. This is partially due to the ongoing debates of the Group of Governmental Experts on Lethal Autonomous Weapons Systems of the Convention on Certain Conventional Weapons. While autonomous weapon systems are indeed a pressing concern, the critical reality is that AI is hastily deployed to gather intelligence and, even more worrisome, to support militaries to select and engage targets.

As AI-based decision support systems (AI DSS) are increasingly used in contemporary battlefields, Jimena Sofía Viveros Álvarez, member of the United Nations Secretary General’s High-Level Advisory Body on AI, REAIM Commissioner and OECD.AI Expert, advocates against the reliance on these technologies in supporting the target identification, selection and engagement cycle as their risks and inefficacies are a permanent fact which cannot be ignored, for they actually risk exacerbating civilian suffering.

The risks and inefficacies of AI systems in military targeting support

The military decision-making process is facing a challenge by the increasing number of interconnected sensors capturing information on the battlefield. The abundance of information offers advantages for operational planning – if it can be processed and acted upon rapidly. This is where AI-assisted decision-support systems (DSS) enter the picture. They are meant to empower military commanders to make faster and more informed decisions, thus accelerating and improving the decision-making process. Although they are just meant to assist – and not replace – human decision-makers, they pose several ethical challenges which need to be addressed.

In this post, Matthias Klaus, who has a background in AI ethics, risk analysis and international security studies, explores the ethical challenges associated with a military AI application often overshadowed by the largely dominating concern about autonomous weapon systems (AWS). He highlights a number of ethical challenges associated specifically with DSS, which are often portrayed as bringing more objectivity, effectivity and efficiency to military decision-making. However, they could foster forms of bias, infringe upon human autonomy and dignity, and effectively undermine military moral responsibility by resulting in peer pressure and deskilling.

Transcending weapon systems: the ethical challenges of AI in military decision support systems

The International Committee of the Red Cross (ICRC) Humanitarian Law & Policy blog is a unique space for timely analysis and debate on international humanitarian law (IHL) issues and the policies that shape humanitarian action.

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