How AI learns, and what it misses: why data selection matters in humanitarian action

For as long as humans have existed, stories have been our bridge to one another. Today, in a world shaped by digital networks, synthetic media, and hyperconnected feeds, that bridge is under unprecedented strain. Storytelling remains one of the most powerful ways to counter division and remind us of our shared humanity, yet it is also increasingly manipulated, dismissed, or drowned out in a noisy and polarized information landscape. The risk is not simply losing narratives but losing the very empathy and recognition that underpin humanitarian action. In this post, ICRC Communications Coordinator Najum Ul Saqib Iqbal argues that in an age of competing truths and rising dehumanization, telling stories of dignity and resilience is not a luxury but a moral necessity, an act of resistance against apathy, and a vital means of reconnecting us across divides.

The waters stretching from the Eastern Indian Ocean through Southeast and East Asia to the Western Pacific sustain global trade, host abundant marine resources vital to the livelihoods of many, and power regional economies. They are central to the national security of many states and are also home to major powers, vast archipelagic states, and many smaller states, including small island nations. These waters are also marked by overlapping maritime claims, strategic maritime chokepoints, and a growing military presence, including states from outside the region. Tensions rise when maritime incidents occur and there is an ever-present risk of miscalculations spiraling into broader confrontations. While armed conflict is not inevitable, if it were to occur it would likely unfold with considerable intensity, scale and tempo, with far-reaching and severe humanitarian consequences. Preparing for such a scenario requires not only preventing escalation but also ensuring that humanitarian impacts are mitigated and that impartial humanitarian action can take place, even in complex maritime environments where neutral states would also be called upon to shoulder important responsibilities. In this post, part of the “Complying with IHL in large-scale conflict” series, ICRC Legal Advisers Ansha Krishnan and Eve Massingham explore some of the humanitarian challenges posed by potential large-scale conflict in the Asia-Pacific region. The maritime nature of the region, together with its vast geographical scope and the present geo-political realities means aspects of conflict preparedness bear specific consideration because of the practical measures required to comply with IHL obligations and prepare for likely humanitarian consequences.

As many states, especially those with large and resourceful militaries, are exploring the potential of using artificial intelligence (AI) in targeting decisions, there is an urgent need to understand the risks associated with these systems, one being the risks of bias. However, while concerns about bias are often mentioned in the military AI policy debate, how it manifests as harm and what can be done to address it is rarely discussed in depth. This represents a critical gap in efforts to ensure the lawful use of military AI. To help bridge this gap, Laura Bruun and Marta Bo from the Stockholm International Peace Research Institute (SIPRI) unpack the humanitarian and legal implications of bias in military AI. They show how bias in military AI is likely to manifest in more complex and subtle ways than portrayed in policy debates, and if unaddressed, it may affect compliance with IHL principles of distinction, proportionality, and, especially, precautions in attack.

Brain-computer interfaces (BCIs) are no longer speculative technologies of future warfare – they are being field-tested by countries such as the United States and China. As BCI technologies transition from the laboratory to the battlefield, they bring both significant risks and potential advantages for future warfare. In this post, Dr. Anna M. Gielas, an affiliated researcher with the Centre for Global Knowledge Studies at the University of Cambridge, explores how BCI may challenge international humanitarian law (IHL) and international human rights law, requiring closer scrutiny and deeper debate on the development of national and international BCI regulations.

How AI learns, and what it misses: why data selection matters in humanitarian action by ICRC Law and Policy

On August 6th and 9th 1945, Hiroshima and Nagasaki became the first – and so far only – targets of nuclear weapons in warfare, killing over 100,000 people instantly and devastating countless lives for decades to come. The humanitarian consequences of such weapons are unmatched in scale and severity. While legal and ethical arguments against the most horrendous weapons have existed since the 19th century, nuclear arsenals remain active and are even expanding, as global discourse shifts away from nuclear disarmament toward renewed reliance on deterrence. In this post, ICRC Policy Adviser Dominique Loye traces the evolution of legal and humanitarian objections to nuclear weapons, from the 1868 Saint Petersburg Declaration to the Treaty on the Prohibition of Nuclear Weapons (TPNW). He argues that despite hopeful legal and diplomatic milestones, the world is once again drifting towards catastrophe. With the 2026 Treaty on the Non-Proliferation of Nuclear Weapons (NPT) Review Conference on the horizon, the time is now to reframe global security around humanity – not annihilation – and to take urgent, collective steps to reduce nuclear risks and prevent their use.

“Without information and telecommunication, people don’t know where to go for safety,” the ICRC reported from an ongoing armed conflict. Another humanitarian worker recalled that when connectivity is down and “a bombing happens, especially in the night, you cannot reach ambulances”. The importance of connectivity for people affected by armed conflict is further exemplified when displaced people ask humanitarian organizations for Wi-Fi or a ‘hot spot’, as connectivity provides the most direct contact to their loved ones. Yet, disruptions of connectivity are frequent in today’s armed conflict, at times part of incidental damage caused by hostilities, at other times presented as a measure necessary to impact an enemy’s operations. In this post, ICRC Legal Adviser Tilman Rodenhäuser discusses some of the limits that international humanitarian law (IHL) imposes on connectivity disruptions in armed conflict. The notion ‘connectivity disruptions’ is used to describe operations by belligerents that make digital connectivity or tele-communications unavailable or otherwise disrupted, temporarily or in the longer term.

“Without information and telecommunication, people don’t know where to go for safety,” the ICRC reported from an ongoing armed conflict. Another humanitarian worker recalled that when connectivity is down and “a bombing happens, especially in the night, you cannot reach ambulances”. The importance of connectivity for people affected by armed conflict is further exemplified when displaced people ask humanitarian organizations for Wi-Fi or a ‘hot spot’, as connectivity provides the most direct contact to their loved ones. Yet, disruptions of connectivity are frequent in today’s armed conflict, at times part of incidental damage caused by hostilities, at other times presented as a measure necessary to impact an enemy’s operations. In this post, ICRC Legal Adviser Tilman Rodenhäuser discusses some of the limits that international humanitarian law (IHL) imposes on connectivity disruptions in armed conflict. The notion ‘connectivity disruptions’ is used to describe operations by belligerents that make digital connectivity or tele-communications unavailable or otherwise disrupted, temporarily or in the longer term.

As people around the world become increasingly reliant on digital and telecommunications networks to access essential services, contact loved ones, and seek help, the rising number of connectivity disruptions in armed conflicts is a growing source of concern for their safety and dignity. In this post, ICRC Protection Specialist Cléa Thouin reflects on the humanitarian consequences of such disruptions – situations in which digital or telecommunications become partially or completely lost – and on the need to address their causes and mitigate their impact, especially in contexts where connectivity can mean the difference between life and death.

When a powerful earthquake struck Myanmar on 28 March 2025, it tore through communities already living under the shadow of armed conflict and chronic instability. In the tangle of collapsed homes and fractured lives, it laid bare the brutal convergence of natural hazard-induced disaster and manmade violence – a crisis within a crisis, testing not only the resilience of survivors but also the principles that guide humanitarian response. In this post, ICRC Communication Delegate Stephanie Xu reflects on what it means to photograph humanity at the intersection of conflict and catastrophe. Her lens captures both the visible wreckage and the quiet dignity of those rebuilding amid despair. Marking three months since the earthquake – and in a year marking the 60th anniversary of the Fundamental Principles of the Red Cross and Red Crescent Movement – she shows how the principle of humanity continues to illuminate and inform the work of humanitarian actors responding in some of the world’s most complex emergencies.