AI & Technology 13
The proposal is free now. The trust is not.
The EU funding debate is one version of a problem every donor, UN agency and INGO now faces.
Thomas Byrnes •
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39 articles in this category
AI & Technology 13
We Let AI Draft a Full Market Assessment. This Is What It Took to Trust It.
This is my pre-read for "AI on the Ground: Realistic Use Cases for Market Systems in Fragile Contexts", the fireside chat this Wednesday 19 August, 15:00 to 16:00 CET, which is 14:00 in…
Thomas Byrnes •
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Make AI Disclosure Boring
More than half of employees hide their use of AI and present AI-generated work as their own. That figure comes from a global study led by the University of Melbourne with KPMG, covering…
Thomas Byrnes •
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No AI Framework Sits at the Keyboard: What AidGPT's First Measured Open Cohort Showed
One participant in our June cohort is the case that keeps me up at night. Not a sceptic. Not a beginner. A capable user who, by their own account, had been trusting AI output more than…
Thomas Byrnes •
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Your AI Has a Passport Problem : Three sovereignty risks the humanitarian sector has not confronted
AI disclosure: AI tools assisted with public-source research, source cross-referencing, adversarial review, and drafting and editing options for this piece and the linked working paper,…
Thomas Byrnes •
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Beneficiary Data Is Nuclear Fuel: What the WFP Gaza breach reveals about the protocol the sector never wrote
AI disclosure: This piece predates MarketImpact's per-article disclosure standard, introduced June 2026. During this period AI tools assisted with research synthesis, multilingual data…
Thomas Byrnes •
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SAFE AI is live. Here are its core ideas, and the part no framework can do for you
AI disclosure: This piece predates MarketImpact's per-article disclosure standard, introduced June 2026. During this period AI tools assisted with research synthesis, multilingual data…
Thomas Byrnes •
Read more →AI & Technology 15
I asked AI about my great-grandfather’s war. It found my great-grandmother’s.
AI disclosure: This piece predates MarketImpact's per-article disclosure standard, introduced June 2026. During this period AI tools assisted with research synthesis, multilingual data…
Thomas Byrnes •
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The verification habit your AI policy does not mention — What six cohorts of AidGPT training have surfaced
AI disclosure: This piece predates MarketImpact's per-article disclosure standard, introduced June 2026. During this period AI tools assisted with research synthesis, multilingual data…
Thomas Byrnes •
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Local AI: the excuse is about to disappear.
The AI headlines this month have been dominated by two launches. Anthropic released Claude Opus 4.7 on 16 April. OpenAI released GPT-5.5 on 23 April, calling it "a new class of…
Thomas Byrnes •
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Most AI training in the humanitarian sector is teaching the wrong thing.
AI disclosure: This piece predates MarketImpact's per-article disclosure standard, introduced June 2026. During this period AI tools assisted with research synthesis, multilingual data…
Thomas Byrnes •
Read more →AI & Technology 13
The Liar's Dividend : How AI Is Compromising Humanitarian Space
AI disclosure: This piece predates MarketImpact's per-article disclosure standard, introduced June 2026. During this period AI tools assisted with research synthesis, multilingual data…
Thomas Byrnes •
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