On 28 July 2026, our AI co-worker refused to release two finished reports. Read the full article: https://www.learning.foundation/2026/07/29/research-in-the-age-of-artificial-intelligence-early-learning-from-our-insights-pipeline/
A script had compared every quotation against the raw course exports, character by character.
It flagged 17 it could not match, and the pipeline stopped.
The diagnosis took an hour and taught us more than success would have.
14 of those quotations were verbatim, and the checker itself had the gaps.
Three had been quietly smoothed by the drafting model.
A tidied space. A softened phrase.
The reports analysed what 323 health professionals did and learned about gender in emergencies.
They also asked what those professionals collectively know about power, safety, and dignity.
A health worker in Kano who writes 300 careful words about hierarchy has produced knowledge.
Paraphrasing her into a smoother sentence she never wrote is expropriation.
So when the report says 63% of submissions name hierarchy as a barrier, the number carries its own epistemology.
At least 63%, measured by a method whose known bias runs downward.
15 of 19 codes failed our reliability floor, and both reports print that table.
One revision made by a human ballooned a code from 13% to 60% overnight, and the gates caught it.
The pipeline defended itself against its own maintainer, which is the point of gates.
Version 4.0 of TGLF's non-human Insights Team is open source, with a replication bundle of 72 files and a hash for every one.
You do not have to trust us. You can re-run it.
A script had compared every quotation against the raw course exports, character by character.
It flagged 17 it could not match, and the pipeline stopped.
The diagnosis took an hour and taught us more than success would have.
14 of those quotations were verbatim, and the checker itself had the gaps.
Three had been quietly smoothed by the drafting model.
A tidied space. A softened phrase.
The reports analysed what 323 health professionals did and learned about gender in emergencies.
They also asked what those professionals collectively know about power, safety, and dignity.
A health worker in Kano who writes 300 careful words about hierarchy has produced knowledge.
Paraphrasing her into a smoother sentence she never wrote is expropriation.
So when the report says 63% of submissions name hierarchy as a barrier, the number carries its own epistemology.
At least 63%, measured by a method whose known bias runs downward.
15 of 19 codes failed our reliability floor, and both reports print that table.
One revision made by a human ballooned a code from 13% to 60% overnight, and the gates caught it.
The pipeline defended itself against its own maintainer, which is the point of gates.
Version 4.0 of TGLF's non-human Insights Team is open source, with a replication bundle of 72 files and a hash for every one.
You do not have to trust us. You can re-run it.
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Healthy ageing, life course immunization, and climate change: these are questions health workers cannot solve alone. Read the full article: https://redasadki.me/2026/05/30/teach-to-reach-the-questions-health-workers-cannot-solve-alone/
Teach to Reach is the largest peer learning platform for health and humanitarian workers — launched by The Geneva Learning Foundation in 2021, now in its fifth year.
This is article 1 of 4 from the 14 May 2026 session.
Teach to Reach is the largest peer learning platform for health and humanitarian workers — launched by The Geneva Learning Foundation in 2021, now in its fifth year.
This is article 1 of 4 from the 14 May 2026 session.
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Did you miss it? Yesterday, health workers celebrated three years of action in response to the impacts of climate change on health. Discover the full story: https://www.learning.foundation/2026/07/28/climate-and-health-celebrating-three-years-of-local-action/
On 28 July 2023, 4,700 health workers from 68 countries logged on alone, each in a small room with a poor connection, to answer one question. Is climate change a threat to the health of the people you serve.
A pharmacist in Nigeria described her flooded street and the mosquitoes breeding in the pools. A volunteer in Kenya read his own logbook aloud, positive malaria tests tripled in five years.
That single afternoon became a corpus of learning, a certificate programme, and two global surveys reaching thousands of practitioners across Africa, Asia, and Latin America. The Lancet Countdown now cites this kind of frontline testimony in its country profiles.
The places where they work have names. So do they.
On 28 July 2023, 4,700 health workers from 68 countries logged on alone, each in a small room with a poor connection, to answer one question. Is climate change a threat to the health of the people you serve.
A pharmacist in Nigeria described her flooded street and the mosquitoes breeding in the pools. A volunteer in Kenya read his own logbook aloud, positive malaria tests tripled in five years.
That single afternoon became a corpus of learning, a certificate programme, and two global surveys reaching thousands of practitioners across Africa, Asia, and Latin America. The Lancet Countdown now cites this kind of frontline testimony in its country profiles.
The places where they work have names. So do they.
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A baby with no equipment, a woman with no words — and a health worker who found a way. Read the full article: https://redasadki.me/2026/05/30/teach-to-reach-newborn-care-a-baby-with-no-equipment/
Faiza Rabbani was sitting in the outpatient department when the case arrived.
Teach to Reach is the largest peer learning platform for health and humanitarian workers. This is article 3 of 4 from the 14 May 2026 session.
Faiza Rabbani was sitting in the outpatient department when the case arrived.
Teach to Reach is the largest peer learning platform for health and humanitarian workers. This is article 3 of 4 from the 14 May 2026 session.
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A baby with no equipment, a woman with no words — and a health worker who found a way. Read the full article: https://redasadki.me/2026/05/30/teach-to-reach-newborn-care-a-baby-with-no-equipment/
Faiza Rabbani was sitting in the outpatient department when the case arrived.
Teach to Reach is the largest peer learning platform for health and humanitarian workers. This is article 3 of 4 from the 14 May 2026 session.
Faiza Rabbani was sitting in the outpatient department when the case arrived.
Teach to Reach is the largest peer learning platform for health and humanitarian workers. This is article 3 of 4 from the 14 May 2026 session.
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24,610 health workers shared what they are already doing in respond to the harmful effects of climate change on health.
Learn from them: https://www.linkedin.com/pulse/what-you-can-do-climate-change-harming-your-wx9lf/
Konan Kouamé Georges, Public health medical doctor, Ministry of Health, Yopougon Health District, Côte d'Ivoire:
"The rainy season led us to observe a dengue epidemic in 2023. Epidemiological surveillance has been stepped up, with dengue and malaria rapid tests being carried out on suspected cases and data being transmitted on a daily basis instead of on a weekly basis."
Learn from them: https://www.linkedin.com/pulse/what-you-can-do-climate-change-harming-your-wx9lf/
Konan Kouamé Georges, Public health medical doctor, Ministry of Health, Yopougon Health District, Côte d'Ivoire:
"The rainy season led us to observe a dengue epidemic in 2023. Epidemiological surveillance has been stepped up, with dengue and malaria rapid tests being carried out on suspected cases and data being transmitted on a daily basis instead of on a weekly basis."
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A question without a network. A course without experience. A network without action. Read the full article: https://redasadki.me/2026/05/30/teach-to-reach-a-question-without-a-network/
The format looked modest. A handful of co-facilitators. Scholars from across the network.
Teach to Reach is the largest peer learning platform for health and humanitarian workers. This is the final article (4 of 4) from the 14 May 2026 session.
The format looked modest. A handful of co-facilitators. Scholars from across the network.
Teach to Reach is the largest peer learning platform for health and humanitarian workers. This is the final article (4 of 4) from the 14 May 2026 session.
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24,610 health workers shared what they are already doing in respond to the harmful effects of climate change on health.
Learn from them: https://www.linkedin.com/pulse/what-you-can-do-climate-change-harming-your-wx9lf/
Maiga Nana Jacqueline, Midwife, Ministry of Health, Fada District, Burkina Faso:
"Some roads are impassable during the winter months, making healthcare inaccessible. To remedy this, village midwives from these communities have been trained to assist in childbirth. This state of affairs is all the more satisfying in that hygienic deliveries are taking place without complications."
Learn from them: https://www.linkedin.com/pulse/what-you-can-do-climate-change-harming-your-wx9lf/
Maiga Nana Jacqueline, Midwife, Ministry of Health, Fada District, Burkina Faso:
"Some roads are impassable during the winter months, making healthcare inaccessible. To remedy this, village midwives from these communities have been trained to assist in childbirth. This state of affairs is all the more satisfying in that hygienic deliveries are taking place without complications."
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The Geneva Learning Foundation just published a new tool for health workers who carry climate emergencies alone. Read the full article: https://www.learning.foundation/2026/08/03/7-30-climate-health-emergency-framework/
When the road floods, a health worker finds another way to reach a woman in labour.
When the heat rises, she changes her clinic hours.
When the rains fail and children arrive hungry, she acts with what she has.
She does this unpaid, often without being reimbursed for transport or airtime.
The new 7-30 CHEF, the Climate Health Emergency Framework, gives that work a shape.
It sorts a climate emergency into three phases built around two numbers a health worker can hold in her head under pressure.
The 7 covers the seven days after a warning, when risks are reviewed and roles are clear.
The 30 covers the thirty days after an event starts, when services stabilize and one lesson is recorded for next time.
Response is what happens in between, starting when the situation demands it, not on a f
When the road floods, a health worker finds another way to reach a woman in labour.
When the heat rises, she changes her clinic hours.
When the rains fail and children arrive hungry, she acts with what she has.
She does this unpaid, often without being reimbursed for transport or airtime.
The new 7-30 CHEF, the Climate Health Emergency Framework, gives that work a shape.
It sorts a climate emergency into three phases built around two numbers a health worker can hold in her head under pressure.
The 7 covers the seven days after a warning, when risks are reviewed and roles are clear.
The 30 covers the thirty days after an event starts, when services stabilize and one lesson is recorded for next time.
Response is what happens in between, starting when the situation demands it, not on a f
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learning.foundation
TGLF Scholar Newsletter Issue 6 (EN)
New malaria vaccines, medicines, antibodies, and nets are here or close. Issue 6 of The Geneva Learning Foundation (TGLF)’s Scholar Newsletter explains each one. Read the full newsletter: https://www.linkedin.com/pulse/you-tglfs-newsletter-6-geneva-learning-foundation-9p5kf/
The Geneva Learning Foundation trains people who work for health.
More than 80,000 of them, across over 90 countries, read this newsletter.
Here is what is in this issue.
A certification that walks through every new malaria tool, then asks what it changes where you work.
The 7-30 Climate-Health Emergency Framework, free to download in English and French.
It gives shape to what you already do when the road floods or the heat rises.
A course on floods, which arrive as a closed road, a dead refrigerator, a well that tastes of sewage.
A certification on brain health, for communities living through war, disaster, displacement, or poverty.
A leadership framework grounded in a manifesto that 1,300 people helped draft.
And a new address for all of it: www.learning.foundation.
There are also six new stories from people who work for health.
Lillian Mutua counts a flood differently from a meteorologist.
She started with more than 100 dead in the central business district of Nairobi.
Then she kept going, into the losses that only show up weeks later.
The Geneva Learning Foundation trains people who work for health.
More than 80,000 of them, across over 90 countries, read this newsletter.
Here is what is in this issue.
A certification that walks through every new malaria tool, then asks what it changes where you work.
The 7-30 Climate-Health Emergency Framework, free to download in English and French.
It gives shape to what you already do when the road floods or the heat rises.
A course on floods, which arrive as a closed road, a dead refrigerator, a well that tastes of sewage.
A certification on brain health, for communities living through war, disaster, displacement, or poverty.
A leadership framework grounded in a manifesto that 1,300 people helped draft.
And a new address for all of it: www.learning.foundation.
There are also six new stories from people who work for health.
Lillian Mutua counts a flood differently from a meteorologist.
She started with more than 100 dead in the central business district of Nairobi.
Then she kept going, into the losses that only show up weeks later.
Linkedin
Are you in TGLF’s Newsletter #6?
Lire la Lettre d’information en français Dear LinkedIn Subscriber, On Thursday 6 August 2026, health professionals will gather for Teach to Reach 16 (what is this?). Leaders from TGLF’s Malaria: Turning the Tide programme will share new ways to fight malaria.
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The Geneva Learning Foundation just published a Leadership framework built from the collective experience of more than 1,300 people who work for health. Read the full article: https://www.learning.foundation/2026/08/03/tglf-leadership-framework/
A health worker has more to do this week than the week has hours.
The list only gets longer.
She already has plans.
What she needs is a way to make them happen, and to make them work for her community.
In 2023, The Geneva Learning Foundation published the Manifesto for global health, drafted with input from more than 1,300 people who work for health.
The new Leadership framework builds on that collective experience.
It helps a health worker figure out where she stands as a leader, and chart her path to lead better for her community.
The framework has two parts.
Nine domains name what she does: adaptive leadership, community trust, digital skills, resource mobilization, climate and One Health, humanitarian protection, psychosocial leadership, networked learnin
A health worker has more to do this week than the week has hours.
The list only gets longer.
She already has plans.
What she needs is a way to make them happen, and to make them work for her community.
In 2023, The Geneva Learning Foundation published the Manifesto for global health, drafted with input from more than 1,300 people who work for health.
The new Leadership framework builds on that collective experience.
It helps a health worker figure out where she stands as a leader, and chart her path to lead better for her community.
The framework has two parts.
Nine domains name what she does: adaptive leadership, community trust, digital skills, resource mobilization, climate and One Health, humanitarian protection, psychosocial leadership, networked learnin
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24,610 health workers shared what they are already doing in respond to the harmful effects of climate change on health.
Learn from them: https://www.linkedin.com/pulse/what-you-can-do-climate-change-harming-your-wx9lf/
Habila Christiana Habu, Community health worker, Ministry of Health, Taraba State, Nigeria:
“We organized mobile health clinics, using boats to reach stranded communities. These boats were borrowed from local fishermen, who generously offered their assistance. We prioritized essential services, such as immunizations, antenatal care, and treatment for common illnesses like malaria and diarrhea.”
Learn from them: https://www.linkedin.com/pulse/what-you-can-do-climate-change-harming-your-wx9lf/
Habila Christiana Habu, Community health worker, Ministry of Health, Taraba State, Nigeria:
“We organized mobile health clinics, using boats to reach stranded communities. These boats were borrowed from local fishermen, who generously offered their assistance. We prioritized essential services, such as immunizations, antenatal care, and treatment for common illnesses like malaria and diarrhea.”
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217 out of 258 field stories describe a pharmacy, street seller, traditional healer, or health hut visited before the health centre. Read the full article: https://www.learning.foundation/2026/08/06/replay-teach-to-reach-16/
That is not a knowledge gap.
That is the finding 258 health workers from 24 countries documented in the Geneva Learning Foundation's first peer learning course on malaria, "Malaria: Turning the Tide."
Their most uncomfortable discovery: a bed net used for fishing is not ignorance.
It is a choice between eating today and sleeping safely tonight.
These 258 participants shared 1,534 field stories from 59 regions and 110 health zones.
They exchanged 4,133 messages.
Their accounts cite 16,731 verified references.
No classroom course gives back findings in that form.
In Guinea, one health worker moved from inspection to ongoing training, and referral of severe cases improved.
A follow-up phone call after distribution turns a net someone owns into a net that gets used.
That is not a knowledge gap.
That is the finding 258 health workers from 24 countries documented in the Geneva Learning Foundation's first peer learning course on malaria, "Malaria: Turning the Tide."
Their most uncomfortable discovery: a bed net used for fishing is not ignorance.
It is a choice between eating today and sleeping safely tonight.
These 258 participants shared 1,534 field stories from 59 regions and 110 health zones.
They exchanged 4,133 messages.
Their accounts cite 16,731 verified references.
No classroom course gives back findings in that form.
In Guinea, one health worker moved from inspection to ongoing training, and referral of severe cases improved.
A follow-up phone call after distribution turns a net someone owns into a net that gets used.
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The Geneva Learning Foundation just published an analysis comparing its new Leadership framework with the World Health Organization's curriculum guide for community health workers. Read the full article: https://www.learning.foundation/2026/08/03/community-health-workers-how-tglfs-leadership-framework-strengthens-the-world-health-organizations-existing-guidance/
Both documents use the same words: domains, behaviours, proficiency levels.
The difference is not in the vocabulary.
It is in where each document locates the source of its content.
The WHO guide derives its competencies from a global evidence base, refined by a technical advisory group, then adapted in the field.
The Foundation's framework reverses that flow.
Its competencies come first from the testimony of about 1,300 frontline workers and a decade of observed practice, translated into standard language afterward.
In one, local knowledge is what gets adapted to.
In the other, local knowledge is what the framework is made of.
The WHO guide i
Both documents use the same words: domains, behaviours, proficiency levels.
The difference is not in the vocabulary.
It is in where each document locates the source of its content.
The WHO guide derives its competencies from a global evidence base, refined by a technical advisory group, then adapted in the field.
The Foundation's framework reverses that flow.
Its competencies come first from the testimony of about 1,300 frontline workers and a decade of observed practice, translated into standard language afterward.
In one, local knowledge is what gets adapted to.
In the other, local knowledge is what the framework is made of.
The WHO guide i
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The Geneva Learning Foundation just published the origin story behind its new Leadership framework, grounded in the experience of more than 1,300 people who work for health. Read the full article: https://www.learning.foundation/2026/08/03/tglfs-leadership-framework-who-stands-behind-it/
In September 2023, 390 health leaders met online to review a draft Manifesto for global health.
Most work for ministries of health in districts and facilities, across more than eighty countries.
No international consultants, no global health agencies, and no donors were present.
That absence is the founding gesture of the entire framework.
In the ordinary architecture of global health, a competency framework is written by experts and carried outward for others to adapt.
That room reversed the direction.
The people usually positioned as recipients of knowledge became its authors and validators.
The framework calls itself a missing curriculum.
Standard competency models in global health concentrate on clinical skills a
In September 2023, 390 health leaders met online to review a draft Manifesto for global health.
Most work for ministries of health in districts and facilities, across more than eighty countries.
No international consultants, no global health agencies, and no donors were present.
That absence is the founding gesture of the entire framework.
In the ordinary architecture of global health, a competency framework is written by experts and carried outward for others to adapt.
That room reversed the direction.
The people usually positioned as recipients of knowledge became its authors and validators.
The framework calls itself a missing curriculum.
Standard competency models in global health concentrate on clinical skills a
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New tools for malaria prevention and control are coming. Do you know what they are? Learn more and take the course: https://www.learning.foundation/courses/new-peer-learning-course-malaria-new-tools-to-turn-the-tide/
New vaccines, medicines, antibodies, nets, and tools that target mosquitoes are all here or close.
This new certification, from The Geneva Learning Foundation’s Malaria: Turning the tide programme, helps you make sense of each one, then think through what this will mean for your community.
If you see malaria in your clinic, your data, or your community, this course is for you.
You do not need a science degree to join. You need to know how malaria affects your community.
New vaccines, medicines, antibodies, nets, and tools that target mosquitoes are all here or close.
This new certification, from The Geneva Learning Foundation’s Malaria: Turning the tide programme, helps you make sense of each one, then think through what this will mean for your community.
If you see malaria in your clinic, your data, or your community, this course is for you.
You do not need a science degree to join. You need to know how malaria affects your community.
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A midwife in Senegal lost the roads pregnant women used to reach the health centre, so she found another way to stay reachable. Read the full article: https://www.learning.foundation/2026/08/02/what-did-we-learn-at-teach-to-reach-15/
More than 80,000 frontline health and humanitarian workers met on 2 July 2026 for Teach to Reach 15, the fifteenth edition of the world's largest peer learning event.
The Geneva Learning Foundation is publishing six new stories from Senegal, Kenya, the Democratic Republic of Congo, Nepal, Uganda, and Saudi Arabia.
In Kolda, floods took the tracks pregnant women used to reach care, and antenatal appointments stopped.
In Nairobi, a health promotion coordinator counted a flood differently than a meteorologist, starting with more than 100 dead and following the losses that surfaced weeks later.
A nurse in Kasaï central named a sentence from a colleague that quietly undoes a national bed net campaign.
A physician gave a room a number, more than 17 doctors dead in the current Bun
More than 80,000 frontline health and humanitarian workers met on 2 July 2026 for Teach to Reach 15, the fifteenth edition of the world's largest peer learning event.
The Geneva Learning Foundation is publishing six new stories from Senegal, Kenya, the Democratic Republic of Congo, Nepal, Uganda, and Saudi Arabia.
In Kolda, floods took the tracks pregnant women used to reach care, and antenatal appointments stopped.
In Nairobi, a health promotion coordinator counted a flood differently than a meteorologist, starting with more than 100 dead and following the losses that surfaced weeks later.
A nurse in Kasaï central named a sentence from a colleague that quietly undoes a national bed net campaign.
A physician gave a room a number, more than 17 doctors dead in the current Bun
TGLF's Insights Unit just published a Rapid Gender Analysis of the Colombia earthquake. Read the full analysis: https://www.learning.foundation/2026/08/13/rapid-gender-analysis-colombia-earthquake-10-august-2026/
We could not find an official report on this earthquake that breaks down deaths, injuries, or missing people by sex or age.
That gap makes one question hard to answer.
Are search, shelter, and medical care reaching women and men equally.
In Chocó, traditional midwives are still attending births during the emergency.
Their director told a reporter they have no way to transport women to hospital when a birth turns into an emergency.
In Cali, part of a hospital collapsed, including its neonatal unit.
Staff moved newborns to the car park and improvised a nursery there.
Colombia already runs a free national hotline for gender-based violence, Línea 155.
We found it mentioned in non-government earthquake messaging, but not in the official updates we reviewed.
These are not new problems.
They are known risks with tested fixes: fund the midwives directly, post the hotline number everywhere aid is distributed, inspect shelters before people settle in.
The analysis lays out what we know, what we could not find, and what to do about both before the response hardens into place.
We could not find an official report on this earthquake that breaks down deaths, injuries, or missing people by sex or age.
That gap makes one question hard to answer.
Are search, shelter, and medical care reaching women and men equally.
In Chocó, traditional midwives are still attending births during the emergency.
Their director told a reporter they have no way to transport women to hospital when a birth turns into an emergency.
In Cali, part of a hospital collapsed, including its neonatal unit.
Staff moved newborns to the car park and improvised a nursery there.
Colombia already runs a free national hotline for gender-based violence, Línea 155.
We found it mentioned in non-government earthquake messaging, but not in the official updates we reviewed.
These are not new problems.
They are known risks with tested fixes: fund the midwives directly, post the hotline number everywhere aid is distributed, inspect shelters before people settle in.
The analysis lays out what we know, what we could not find, and what to do about both before the response hardens into place.
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