GAAN WEEKLY AI BRIEFING 11 July 2026

For Members of the Global AI Advocates Network (GAAN)

 Government Officials, NGO Leaders & Senior Policy Influencers

WEBINAR UPDATE

Webinar W007 on Digital Infrastructure — The Foundation that AI Needs was completed on Saturday 4 July 2026. A video on this topic will be uploaded soon to our YouTube channel @AIGrandad999.alanross and to our 10 language-specific channels (e.g. @AIGrandad999.alanross.Spanish, @AIGrandad999.alanross.Hindi, etc.), where there are now over 20 long and 12 short videos on each channel covering the AI and technology disruptions that will affect your country. We encourage you to view and share these with your networks and to ask them to subscribe so they are notified whenever a new video is uploaded.

Our next free webinar, W008, is planned for Saturday 18 July at 1pm Dublin on the topic: “SDG 2 — Zero Hunger: How Will AI Help Us Achieve This?” This will examine how AI-powered precision agriculture, early-warning systems for food crises and agricultural policy tools can help governments accelerate progress toward ending hunger, and what practical steps government Ministers  can take now.

Register now: https://waaa.academy/registration-for-webinar/

THIS WEEK'S KEY DEVELOPMENTS

1. GENEVA'S "AI WEEK" GIVES DEVELOPING COUNTRIES A LOUDER VOICE — BUT NOT YET THE COMPUTE THEY NEED

The week of 6–10 July saw Geneva host four major AI events at once: the first UN Global Dialogue on AI Governance, the WSIS Forum, the AI for Good Global Summit, and the formal launch of the AI for Good Global Commission, co-chaired by Rwandan President Paul Kagame and Salesforce Chair and CEO Marc Benioff, with ITU Secretary-General Doreen Bogdan-Martin as vice-chair. The Commission's founding members include the African Union, MTN Group, Orange, and government representatives from Nigeria and Namibia. Separately, the ITU's Partner2Connect Digital Coalition announced it has surpassed US$100 billion in global connectivity and digital-inclusion commitments since 2021 — including a R100 million (roughly US$6.1 million) pledge from South African operator Telkom to launch a new AI skills institute. But the week also exposed a persistent gap: no framework emerged for shared compute facilities, GPU allocation, or other mechanisms to give developing countries direct access to the computing power needed to train and deploy advanced AI models. Alan Ross attended the whole week and met many others keen to do more at grass roots level and who have expressed interest in joining our activities so our network can continue to grow. Unfortunately, most of the discussion was about higher- level issues sovereignty. Ethics, data centres etc – all very important and needed – but not enough discussion about what can be done right now to mobilise the AI Academies ,  unemployed graduates and displaced workers to start building local ecosystems to encourage / AI  entrepreneurship

Why this matters for GAAN members: This is the clearest sign yet that governments from the Global South now have a formal seat at the table shaping AI governance rather than simply reacting to it- a template worth citing when arguing for your own country's representation in global AI processes. But the summit's own reporting was candid that funding pledges and governance seats are not the same as compute access. When you brief your ministry, separate the two: representation has improved, but the infrastructure gap our own W007 webinar examined this week has not been closed by any single announcement from Geneva but there is still much that countries can do to prepare .

Source: CIO Africa

2. AFRICA AI COUNCIL COMMITS TO TRAINING 3 MILLION AFRICANS IN AI SKILLS WITHIN THREE YEARS

On the sidelines of the AI for Good Summit, the Africa AI Council held its second meeting at ITU headquarters in Geneva, convened by Smart Africa. Members reviewed and validated a two-year continental strategic plan built around five pillars: AI computing infrastructure, data, governance, investment and talent development. A headline commitment is to equip at least three million Africans with AI skills over the next three years. Kenya, among other member states, publicly reaffirmed its commitment to the coordinated continental approach.

Why this matters for GAAN members: This gives African governments a concrete, numbers-based target- three million people, three years- to hold ministries and donors accountable to, and a five-pillar framework (infrastructure, data, governance, investment, talent) that maps directly onto the gaps most LMIC governments already know they have. If your country is not yet plugged into this Smart Africa-led process, this week's meeting is the point of contact to raise with your ICT or planning ministry.

Source: TechAfrica News

3. FROM ROTTEN TOMATOES TO AI: UGANDAN ENTREPRENEUR NAMED COMMONWEALTH YOUNG PERSON OF THE YEAR

Shifra Ainomugisha of Uganda has been named the 2026 Commonwealth Young Person of the Year — selected from nearly 1,000 applicants across 56 Commonwealth countries and also recognised as Africa's regional winner under SDG 2: Zero Hunger. Her company, Solafam Uganda, combines solar-powered cold storage, renewable-energy irrigation and an AI-powered advisory platform to help smallholder farmers preserve crops and plan production. Since 2022, Solafam has reached more than 1,500 smallholder farmers — 70% of them women — cutting post-harvest losses by around 30% and lifting household incomes by nearly 28%.

Why this matters for GAAN members: This is a working, measured example of exactly the kind of AI-and-infrastructure combination our 18 July webinar on SDG 2 will explore — and proof it is already delivering results at community scale in a low-resource setting. Governments looking for a fundable, replicable model to cite in agriculture or food-security policy discussions now have a named, credentialed example to point to, with real before/after numbers rather than a pilot promise. Sharing information about successful examples is exactly what our networks are being built for . There are solutions emerging around the developing world and sharing such knowledge allows the spread of such initiatives. 

Source: BusinessTech Africa

4. MCKINSEY: OVER HALF OF LATIN AMERICA'S WORK HOURS COULD BE AUTOMATED — $450BN OPPORTUNITY, BUT ADOPTION WILL LAG

A new McKinsey Global Institute report published 9 July 2026 finds that more than half of today's work hours in Latin America could theoretically be automated using AI and other existing technologies — broadly in line with findings for advanced economies - unlocking an estimated $450 billion in annual economic value across the region by 2030. Crucially, the report stresses these are technical-feasibility estimates, not forecasts of job losses: 66% of the skills employers seek today are used in both automatable and non-automatable work, meaning skills like problem-solving and communication are more likely to be used alongside AI than replaced by it in the near term. McKinsey also expects Latin American adoption to lag behind advanced economies because of lower wages, higher relative robotics costs and uneven organisational readiness.

Why this matters for GAAN members: This is a rare AI-and-jobs report that avoids both hype and alarm, and it gives government and NGO leaders a defensible way to frame the debate publicly: the technology's disruptive potential is real, but the pace and shape of that disruption depend heavily on policy choices around skills, wages and adoption support — the same argument GAAN has made from the World Bank's own World Development Report. Use the $450 billion figure, and the adoption-lag warning, together when making the case for active workforce policy rather than a wait-and-see approach.

Source: McKinsey Global Institute

5. GPT-5.6 GOES GENERAL AVAILABILITY AT SHARPLY LOWER PRICING

OpenAI announced general availability of its GPT-5.6 family — Sol, Terra and Luna tiers — on 9 July 2026, rolling out across ChatGPT, ChatGPT Work, Codex and the API. The balanced Terra tier is priced at $2.50/$15 per million input/output tokens — exactly half the cost of the previous GPT-5.5 flagship ($5/$30) — while the fastest tier, Luna, runs as low as $1/$6 per million tokens. The move follows a broader trend this year of frontier and open-weight labs, including several Chinese developers, releasing models 60–90% cheaper than last year's leading systems.

Why this matters for GAAN members: Falling frontier-model prices lower the cost of pilot AI tools for e-government services, translation, and citizen-facing chatbots that many LMIC ministries have been quietly testing but hesitant to scale because of budget. This is worth raising with your digital ministry or procurement office now - the unit economics for public-sector AI deployments have shifted materially in the last week alone.

Source: Engadget

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