#WeekendDataRead What if the data behind humanitarian decisions starts to dry up? New @cgdev.org analysis warns of a growing “data drought.” Through UN80, the Data Action Alliance, and financing instruments like CRAF’d, the focus is shifting to connected, sustainable data systems. Read more ⤵️
#WeekendDataRead Humanitarian AI is not held back by tools, but by data and organizational readiness. Without strong data governance and shared infrastructure, AI risks scaling bias, fragmentation, and pilot-itis. CRAF’d is building the foundations for trusted, system-wide impact. Read more ⤵️
#WeekendDataRead AI is changing disaster response faster than we can govern it. Without trusted data and human oversight, AI risks replicating the inequities it was meant to fix. That is the collective problem CRAF'd was built to solve. Read more ⤵️
#WeekendDataRead How resilient is the humanitarian data ecosystem? The new State of Open Humanitarian Data 2026 report finds 68% of crisis data across 22 contexts available and up to date—slightly down from 74% last year. Platforms like HDX remain vital for keeping critical data open.
Read more ⤵️
#WeekendDataRead What if we could see displacement risk months before borders are crossed? @unhcr.org 's CLIFDEW-GRID uses climate and fragility data to forecast cross-border displacement up to six months ahead — strengthening anticipatory action.
Read more ⤵️
#WeekendDataRead The March–May outlook from ICPAC signals above-normal rainfall across much of the Greater Horn of Africa, with elevated flood risks and warmer temperatures.
Seasonal forecasts open a decision window. Integrated data helps turn early warning into action.
Read more ⤵️
#WeekendDataRead The International AI Safety Report 2026, led by @yoshuabengio.bsky.social and backed by major international institutions, warns that institutional readiness lags behind capability growth. For global actors, the task is clear: turn principles into operational governance.
Read more ⤵️
#WeekendDataRead HDX’s 2025 Year in Review shows why open, collaborative data still matters.
With 200+ partners and 20,000+ datasets, the platform continues to support humanitarians working on the ground.
See how shared data powers more informed, timely action.
💡 Read more here: shorturl.at/TuS2N
#WeekendDataRead From early flood evacuations to water-point risk mapping, GIS is reshaping humanitarian action. Today's read highlights how the Red Cross Red Crescent Climate Centre uses geospatial + community-led data to enable earlier action and resilience in places like Mali. Link in comments ⬇️
#WeekendDataRead AI is moving fast, but without the right data, governance, and capacity, it risks widening global inequalities. @data4sdgs.bsky.social is backing responsible, inclusive AI, from public service chatbots to flood preparedness. Read more here: tinyurl.com/55jmyk9j
#WeekendDataRead As AI enters disaster risk reduction, ethics matter as much as innovation. A new interdisciplinary paper sets out principles for safe, fair, and accountable AI in early warning, risk modelling, and response planning.
👉 Read the full paper here: tinyurl.com/2j9ds925
#WeekendDataRead Climate shocks cascade, and reactive systems can’t keep up. The IBM report, 'Drought, Deluge, and Data', shows how AI, open data, and collaboration enable earlier, smarter action. At CRAF’d, we’re helping make this future real.
🔗 Read the full report here: tinyurl.com/3acwr6sh
#WeekendDataRead Can AI make humanitarian aid faster and fairer? A new Technovation review of 60 studies shows how AI is reshaping preparedness, response, and recovery, if ethics, transparency, and human oversight stay central.
📖 Dive deeper into the research: tinyurl.com/5fdxvanr
#WeekendDataRead In Sudan, responders often work with blank maps. New research shows OpenStreetMap can close critical data gaps through mapathons, but ethical safeguards and local mapping are vital. In crises, accurate maps save lives.
📖 Dive deeper into the findings here: tinyurl.com/yrp3team
#WeekendDataRead Humanitarian supply chains are strained by geopolitics and climate shocks. AI is helping with early warnings, real-time insights, and smarter collaboration.
💡Discover how AI is reshaping the front lines of humanitarian response: tinyurl.com/k4t9tz76
#WeekendDataRead At a recent Anticipation Hub workshop, experts explored how AI can strengthen forecasting, risk mapping, and collaboration. Key themes included better predictions, smarter ML-driven risk mapping, and more accessible risk information.
Explore key learning here: tinyurl.com/33t9w3x5
#WeekendDataRead A new FoodCrisisWatch feature shows how a Google.org funded initiative is using satellite data, ML, and economic modeling to forecast food insecurity up to 12 months ahead, with early tests reaching 90% accuracy.
🔗 Read more here: tinyurl.com/y9jxpt2s
#WeekendDataRead A World Bank blog shows ML models using 90+ variables to forecast refugee inflows to Uganda with 80%+ accuracy. These forecasts explain drivers of movement and are integrated into Uganda’s DCRM to guide early investments in schools, clinics and services. ▶️ tinyurl.com/4r4a4nyw
#WeekendDataRead AI is helping responders anticipate crises before they escalate. @hsph.harvard.edu spotlights the Crisis Sensitivity Simulator by Fund for Peace and SAS, using 19 years of data from 179 countries to model impacts across health, security & development.
🔗 tinyurl.com/ww9pfmh6
CRAF'd Data Digest
#WeekendDataRead Across Asia and the Pacific, AI and satellite data are guiding smarter disaster risk reduction.
@unescap.bsky.social's SatGPT maps flood-prone areas and supports early warnings, helping governments anticipate, prepare, and invest before disasters strike.
#WeekendDataRead AI-powered forecasts are reshaping crisis response.
In Bangladesh, @newsfromgoogle.bsky.social's Flood Hub & @give-directly.bsky.social deliver cash aid before floods hit, helping farmers prepare, protect, and recover faster.
🔗Read more: tinyurl.com/2hmhfnj9
#WeekendDataRead As climate shocks and conflicts rise, how can data and AI help us act sooner?
A new CEPR paper shows how forecasting systems can shift crisis response from reactive to anticipatory, using AI, data, and foresight to deliver aid before disasters escalate.
Link: tinyurl.com/32rk5v9r
#WeekendDataRead The UN took a historic step, approving two new mechanisms to guide global AI governance.
The Global Dialogue on AI Governance & The Independent Scientific Panel on AI.
This is a move toward collaboration, accountability, and science over speculation. Read more: lnkd.in/epxFHkaC
#WeekendDataRead Can AI predict landslides before they strike?
Geoscientists at @universitypress.cambridge.org are training AI to detect landslides & help responders act faster, turning terrain, rainfall & radar data into lifesaving insights.
Read the full article here: tinyurl.com/2uesphdm
#WeekendDataRead In Latin America’s informal settlements, AI is reshaping how communities plan, adapt, and thrive.
From satellite imagery to community-driven data, the story by the World Economic Forum shows why inclusive technology is key for resilience and impact.
Read → tinyurl.com/wvsud8aj
#WeekendDataRead: The question isn’t if we need better data systems, it’s how we act.
From empowering national statistical offices to building inclusive, interoperable systems, it’s time to turn principles into impact.
Read → tinyurl.com/pmws962m
#WeekendDataRead: AI isn’t magic—it’s a new pair of eyes.
Blending satellite feeds, mobile reports and community checks, it forecasts risks days ahead, reroutes supplies and empowers local responders.
Read Kamal Kishore’s insights → bit.ly/4kTaEFn
#WeekendDataRead: Limited data = limited impact.
As funding cuts loom, which life-saving 'ground truth' data must we fight to protect?
Our new OCHA Centre for Humanitarian Data, risk assessment explores what's at stake for the humanitarian sector.
Read it here: centre.humdata.org/risk-to-data...
#WeekendDataRead: What's the biggest risk for a global crisis in 2025?
The World Economic Global Risks Report has the data! Drawing on insights from over 900 experts, it maps our most severe threats.
Read More: www.weforum.org/publications...
