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.

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.

In contemporary humanitarian crises, handling the dead presents significant practical and ethical challenges. With a significant number of armed conflicts occurring in Muslim contexts, understanding how Islamic law mandates dignified treatment of the deceased is essential to ensure that forensic interventions align with cultural and legal norms.

In this post, Dr Ahmed Al Dawoody, ICRC Legal Adviser for Islamic Law, examines how Islamic legal traditions address matters such as collective burial, rapid interment, exhumation, autopsy, burial at sea, and gender sensitive handling of remains. He argues that these rules both reinforce and complement international humanitarian law (IHL), offering forensic practitioners culturally grounded pathways to uphold the dignity of the dead while navigating operational realities in Muslim majority settings.

The universality of international humanitarian law (IHL) assumes that its principles transcend cultural, geographical, and political boundaries. However, this presumption is challenged by the complexities of how IHL is perceived and implemented across different sociocultural contexts. Bridging the gap between theoretical universalism and practical application requires strategies that are sensitive to local cultural and normative particularities.

In this post, part of the Emerging Voices series, Ayan Abdirashid Ali explores how Somali literary traditions, particularly Sugaanta Soomaaliyeed, offer a unique and effective means of aligning IHL’s ethical framework with local cultural narratives, thereby enhancing its legitimacy and effectiveness. By weaving together legal and cultural perspectives, she highlights how such traditions can serve as powerful tools for fostering peace and reconciliation in conflict-prone regions.

In today’s armed conflicts, hospitals are increasingly being attacked or misused for military purposes, undermining one of international humanitarian law’s most fundamental protections. These strikes have devastating consequences for the people who rely on hospitals for life-saving care, from patients and medical staff to entire communities. When hospitals are damaged or forced to shut down, critical services like paediatric care or intensive care treatment vanish, often with fatal results. Despite clear legal safeguards granting protection to hospitals, cases indicate that hospitals are at times misused for military purposes and attacks regularly ensue. In many cases, core IHL principles are either deliberately ignored or applied in a permissive manner, threatening the very idea that hospitals must be specifically protected as neutral sanctuaries by all sides to a conflict.

In this post, ICRC Legal Advisers Supriya Rao and Alex Breitegger explore how IHL’s specific protection of hospitals is both robust and comprehensive, grounded in a presumption of neutrality that can only be lost in narrowly defined cases. Even when misuse occurs, parties are required to issue a warning and give time for it to stop, striking as a last resort only if the hospital meets the definition of a military objective – and even then, the rules of proportionality and precautions apply to limit the harm. Upholding this framework is essential to ensuring that the wounded and sick can access care, and that humanitarian principles endure, even amid the horror of war.

This year marks eight decades since the Holocaust, a defining moment of human suffering and moral failure. The memory of six million murdered Jews, and millions of others persecuted and killed, remains a solemn imperative. It compels not only remembrance, but a reaffirmation of collective responsibility. The 1949 Geneva Conventions were born to serve as a legal and moral bulwark against such atrocities. Yet memory fades, and with it, vigilance. As civilians continue to suffer in today’s wars, the legacy of the Holocaust urges both commemoration and action: against dehumanization, against silence, and in defence of the rules meant to protect life and human dignity in conflict.

This audio recording captures a discussion recently held at ICRC headquarters in Geneva, Switzerland, as part of an institutional event to mark the 80th anniversary of the Holocaust – a moment of remembrance and reflection. Thirty years ago, the ICRC publicly acknowledged its failure during the Holocaust: silence in the face of mass extermination. While not an exhaustive account of the ICRC’s actions and inactions, the conversation confronts a number of difficult truths to inform present and future action. It is not intended to offer comfort, but clarity. By revisiting parts of this painful history, the ICRC reaffirms its commitment to transparency, accountability, honoring victims, and the enduring relevance of international humanitarian law.

The accelerating integration of emerging technologies into armed conflict is transforming not only the tools of war, but its tactics, geography, participants and impact. Technological developments – from commercial drones to artificial intelligence, electronic warfare to the military use of civilian infrastructure – risk undermining boundaries between military and civilian domains. These changes challenge long-held assumptions about the character and conduct of warfare, how wars are fought in practice, while raising legal and humanitarian concerns for the protection of civilians and the preservation of the principle of distinction.

In this post, Ruben Stewart, ICRC Adviser on New Technologies of Warfare, explores the drivers and implications of this transformation. He focuses on how evolving technologies and trends are influencing the conduct of hostilities and impacting the protection of civilians. He underscores the urgent need to uphold legal norms amid these shifts, particularly the principle of distinction, ensuring that complexity does not become a pretext for non-compliance. At the heart of his analysis is a call to reckon with the profound humanitarian consequences these changes impose on those caught in conflict.