fbpx
01 / 05
AI Tutors Are Already Changing Higher Ed

Axios | Tertiary Education

AI Tutors Are Already Changing Higher Ed

“Generative AI is already transforming higher ed, giving students more access to professors’ expertise and boosting efficiency for both faculty and students in some fields.

Why it matters: For many college students, the world of ‘personal AI tutors for everyone’ promised by techno-optimists is already here.

The big picture: Computer science professors have had the most success with AI tutors in the classroom so far, mirroring the mass appeal of genAI as a coding assistant. Meanwhile, many educators outside of the STEM fields are more likely to view genAI with suspicion or skepticism.

State of play: In the two years since the release of ChatGPT, the conversations around its use in college classrooms have mostly focused on cheating. But some professors and their students are using it to boost individual learning and make education more equitable.”

From Axios.

UNESCO | Education & Literacy

Sub-Saharan Africa Leads Global Education Enrollment Gains

“Since 2000, sub‑Saharan Africa has more than doubled primary enrolment and more than tripled secondary enrolment; in low‑income countries, secondary enrolment has almost quadrupled. Over the same period, the school‑age population fell by 9% in upper‑middle‑ and high‑income countries, rose by 25% in lower‑middle‑income countries and doubled in low‑income countries…

Since 2000, the completion rate has increased from 77% to 88% in primary education (92% if very late completers are considered), from 60% to 78% in lower secondary education (82% with very late completers) and from 37% to 61% in in upper secondary education (64.5% with very late completers). In other words, the upper secondary completion rate has grown by 0.8 percentage points per year since 2000. Looking at historical rates of progress, the world would achieve 95% upper secondary completion by 2105 in the average scenario, by 2081 in the fast expansion scenario (at the 75th percentile), and by 2062 in the fastest expansion scenario (average of top 25%)…

Between 2000–04 and 2020–24, repetition rates fell by two thirds in primary and by 40% in lower secondary education. As systems expanded and quality declined, repetition rose and slowed progress, but over time students improved their progression.”

From UNESCO.

Nature | Child Abuse & Bullying

Child Marriages Plunged When Girls Stayed in School in Nigeria

“An educational programme for young girls in northern Nigeria that involved local religious leaders massively reduced the number of child marriages, a study reported in Nature today has found…

In the first year of the programme, out-of-school girls were offered accelerated learning in reading, mathematics, life skills and business skills in ‘safe spaces’ dedicated to them. In the second year, the emphasis was on ensuring that the girls return to school. Parents were helped with the costs of school fees and uniforms, and girls continued to have access to tutoring and mentoring in the safe spaces, which were like after-school clubs. Those who did not return to school were offered vocational training to work in local shops.

What is new about this approach is that the researchers tested its effectiveness in a randomized control trial. The researchers enrolled 1,181 adolescent girls from 18 communities in the states of Borno, Kaduna and Kano who were both out of school and unmarried at the start of the programme. The communities were divided into nine pairs: one community of each pair participated in the programme while the other did not. The involvement of local leaders helped the programme to recruit almost all of the girls that met the inclusion criteria in each community, Abubakar says.

The trial took place between 2018 and 2020, and participants were surveyed at the beginning and at the end of the programme. By the final survey, 79% of the girls participating in the programme were still unmarried, versus about 14% in the group that did not participate. This corresponds to an 80% decrease in the likelihood of marriage during the study period, the researchers say.”

From Nature.

Mexico News Daily | Wealth & Poverty

Access to Housing, Food and Education Improving in Mexico

“A government study has found that access to education, housing and nutritious food has improved nationwide…

81.4% of the population had access to education in 2024 and the use of basic supplies for studying at home — electricity, television, internet — reached 70.2% of students between 3 and 17 years old. This represented an increase of 33.5 percentage points compared to 2016.

92.1% of Mexico’s population reported access to decent housing without a lack of quality and space, while 85.9% had access to basic services in 2024. On the other hand, access to water within the home fell to 53.4% in 2024, as compared to 54.8% in 2016…

85.6% of the population did not experience a lack of access to nutritious and quality food in 2024, compared to 78.1% in 2016…

The percentage of people without deficiencies in access to health care services decreased from 84.4% in 2016 to 65.8% in 2024.”

From Mexico News Daily.

Blog Post | Environment & Pollution

Climate Litigation Can’t Fix the Past, but It Can Hinder the Future

Dealing with climate change requires technological innovation and economic growth, not legal warfare between nations.

Summary: The International Court of Justice has suggested nations could be held liable for historic greenhouse gas emissions, opening the door to lawsuits over centuries of industrial activity. Yet this approach risks punishing the very innovations that lifted billions out of poverty and advanced human health and flourishing. Lasting progress on climate challenges will come not from courtroom battles, but from technological solutions and continued economic development.


The International Court of Justice’s advisory opinion purporting to establish legal grounds that would allow nations to sue one another over climate damages represents judicial overreach that ignores economic history and threatens global development. While the opinion was undeniably legally adventurous, the framework it envisages would be practically unworkable as well as economically destructive.

The ICJ’s ruling suggests countries can be held liable for historical emissions of planet-warming gases. That creates an accounting nightmare that no legal system can resolve. How does one calculate damages from coal burned in Manchester in 1825 versus emissions from a Beijing power plant in 2025? How does one stack up the harm caused by a warming world against the benefits of industrialization?

Britain began large-scale coal combustion during the Industrial Revolution, when atmospheric CO2 concentrations were 280 parts per million and climate science did not exist. Holding Britain liable for actions taken without knowledge of consequences violates basic principles of jurisprudence. The same applies to the United States, whose early industrialization occurred during an era when maximizing economic output was considered unambiguously beneficial to human welfare.

Critics of historical emissions ignore what those emissions purchased. British coal combustion powered textile mills that clothed much of the world, steam engines that revolutionized transportation, and factories that mass-produced goods previously available only to elites. American industrialization followed, creating assembly lines, electrical grids, and chemical processes that form the backbone of modern civilization.

These developments were not zero-sum exercises in resource extraction. They created knowledge, infrastructure, and institutions that benefited everyone. The steam engine led to internal combustion engines, which enabled mechanized agriculture that now feeds 8 billion people. Coal-powered steel production made possible skyscrapers, bridges, and the infrastructure that supports modern cities, where most humans now live longer, healthier lives than their ancestors.

The data on human welfare improvements since industrialization began are explicit. Global life expectancy increased from approximately 29 years in 1800 to 73 years today. Infant mortality rates fell from over 40 percent to under 3 percent. Extreme poverty, defined as living on less than $2.15 per day in purchasing power parity terms, declined from over 80 percent of the global population in 1800 to under 10 percent today.

Nutrition improved dramatically. Caloric availability per person has increased by roughly 40 percent since 1960 alone, while food prices relative to wages fell consistently. Height, a reliable indicator of childhood nutrition, increased significantly across all regions. Educational attainment expanded from literacy rates below 10 percent globally in 1800 to over 85 percent today.

These improvements correlate directly with energy consumption and industrial development. Countries that industrialized earliest experienced these welfare gains first, then transmitted the knowledge and technology globally. The antibiotics developed in American and European laboratories now save lives worldwide. The agricultural techniques pioneered in industrialized nations now feed populations that would otherwise face starvation.

The International Court of Justice’s liability framework threatens to undermine the very mechanisms that created these welfare improvements. Innovation requires investment, which requires confidence in property rights and legal stability. If successful economic development subjects countries to retroactive liability, the incentive structure tilts away from growth and toward stagnation.

Consider current developing nations. Under this legal framework, should India or Nigeria limit their industrial development to avoid future liability? Should they forgo the coal and natural gas that powered Western development? That creates a perverse situation where the legal system penalizes the exact processes that lifted billions from poverty.

The framework also ignores technological solutions. The same innovative capacity that created the Industrial Revolution is now producing renewable energy technologies, carbon capture systems, and efficiency improvements that address climate concerns without sacrificing development. Market incentives and technological progress offer more promise than legal blame assignment.

Which emissions count as legally actionable? All anthropogenic CO2 remains in the atmosphere for centuries, making every emission since 1750 potentially relevant. Should liability begin with James Watt’s steam engine improvements in 1769? With the first coal-fired power plant? With Henry Ford’s assembly line? The temporal boundaries are arbitrary and politically motivated rather than scientifically determined.

Similarly, which countries qualify as defendants? The largest current emitters include China and India, whose recent emissions dwarf historical American and British totals. China alone now produces more CO2 annually than the United States and Europe combined. Any coherent liability framework must address current emissions, not just historical ones.

And where would the money go? This aspect of the case was brought up by Vanuatu. If the island nation receives compensation from the UK and the US, should it not be obliged to pay the British and the Americans for a plethora of life-enhancing Western discoveries, including electricity, vaccines, the telephone, radio, aviation, internet, refrigeration, and navigation systems?

Climate adaptation and mitigation require technological innovation and economic growth, not legal warfare between nations. The countries that industrialized first possess the technological capacity and institutional knowledge to develop solutions to today’s problems. Channeling resources toward litigation rather than innovation represents a misallocation that benefits lawyers while harming global welfare.

The ICJ opinion reflects wishful thinking rather than practical policy. Legal frameworks cannot repeal economic reality or reverse the historical processes that created modern prosperity. Instead of seeking retroactive justice for emissions that enabled human flourishing, policymakers should focus on technologies and institutions that sustain development while addressing environmental concerns. The alternative is a world where legal systems punish success and innovation while offering nothing constructive in return.

The original version of this article was published in National Review on 8/12/2025.