Global AI Diffusion Q1 2026 Trends and Insights — from Microsoft
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On 03/23/2026,
in accessibility / UDL, adjunct faculty, Africa, Asia, Australia, career development, collaboration, colleges, community colleges, curriculum, faculty/staff, higher education, instructional design, leadership, learning ecosystem, Learning Experience Design, liberal arts, library / librarians, organizational change, productivity / tips and tricks, strategy, teaching & learning, UK, universities, using teams,
by Daniel Christian
Across the divide: reimagining faculty-staff collaboration in higher education — from timeshighereducation.com by Saskia van de Gevel
Academic units do best when they harness different viewpoints – from field scientists and curriculum designers to extension professionals – to drive innovation and relevance. Saskia van de Gevel offers proactive advice
Universities are not sustained by individual leaders or isolated units. They are sustained by teams of people who bring different kinds of expertise to a shared mission. When faculty and professional staff collaborate as genuine partners – aligned around outcomes, clear about roles and committed to mutual respect – institutions become more resilient, innovative and effective.
Also from timeshighereducation.com, see:
- The five levels of learning designer support — from timeshighereducation.com by Daniel Searson
Learning designers and academics may have different expectations when it comes to collaborating on course design. Here’s how a five-point scale can help - Harness the power of your university librarian in the age of information chaos — from timeshighereducation.com by Ben Meunier
Find out how to tap the mine of knowledge your university library has, for trustworthy research sources, data expertise and information literacy advice - How employability teams can strengthen academic programmes — from timeshighereducation.com by Hanene Duprat
Working like recruitment partners, rather than just career advisers, can help align teaching with industry needs, writes Hanene Duprat
Excerpts:
Again, we don’t send them 200 CVs. We might send 20, but they’re meticulously shortlisted. The employer saves time, the student feels they are being taken seriously and trust builds quickly on both sides.
And because we work closely with employers, we learn something universities often struggle to find out early enough: what the market is asking for now.
What academics need to know: we can’t do this without you
If I could say one thing to academic colleagues anywhere, it’s that employability can’t sit next to the curriculum. It has to live with it.
- The benefits of engaging third space practitioners in curriculum development — from timeshighereducation.com by Steve Briggs
Third space practitioners are often overlooked in the curriculum development process, to everyone’s detriment. Here’s a look at the viewpoints they can offer and how to engage them better - Teaching deaf, deafblind and hard-of-hearing students: practical steps that benefit everyone — from timeshighereducation.com by Annelies Kusters
When educators design communication to work across multiple modes from the outset, classrooms become more accessible – and more effective – for everyone, says Annelies Kusters
On 10/21/2025,
in 21st century, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, Canada, ethics, Europe, human-computer interaction (HCI), India, intelligent systems, legislatures / government / legal, mathematics, platforms, programming, science, society, surviving, UK, United States,
by Daniel Christian
International AI Safety Report — from internationalaisafetyreport.org
About the International AI Safety Report
The International AI Safety Report is the world’s first comprehensive review of the latest science on the capabilities and risks of general-purpose AI systems. Written by over 100 independent experts and led by Turing Award winner Yoshua Bengio, it represents the largest international collaboration on AI safety research to date. The Report gives decision-makers a shared global picture of AI’s risks and impacts, serving as the authoritative reference for governments and organisations developing AI policies worldwide. It is already shaping debates and informing evidence-based decisions across research and policy communities.
On 10/15/2025,
in 21st century, 24x7x365 access, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, cloud-based computing / apps / other cloud-related, communications, communities of practice, content development, aggregation, repositories, corporate / business world, emerging technologies, entrepreneurship, Europe, experimentation, Facebook / Meta Platforms, game-changing environment, generational differences, Google, intelligent systems, media/film, multimedia, NVIDIA, Open AI, pace of change, platforms, productivity / tips and tricks, programming, research, society, tools, trends, UK, United States, vendors, workplace,
by Daniel Christian
The State of AI Report 2025 — from nathanbenaich.substack.com by Nathan Benaich
In short, it’s been a monumental 12 months for AI. Our eighth annual report is the most comprehensive it’s ever been, covering what you need to know about research, industry, politics, and safety – along with our first State of AI Usage Survey of 1,200 practitioners.
On 09/17/2025,
in 21st century, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, business, Canada, career development, change, corporate / business world, emerging technologies, Europe, experimentation, India, legislatures / government / legal, society, UK, United States, workplace,
by Daniel Christian
3 Work Trends – Issue 87 — from the World Economic Forum
1. #AI adoption is delivering real results for early movers
Three years into the generative AI revolution, a small but growing group of global companies is demonstrating the tangible potential of AI. Among firms with revenues of $1 billion or more:
- 17% report cost savings or revenue growth of at least 10% from AI.
- Almost 80% say their AI investments have met or exceeded expectations.
- Half worry they are not moving fast enough and could fall behind competitors.
The world’s first AI cabinet member — from therundown.ai by Zach Mink, Rowan Cheung, Shubham Sharma, Joey Liu & Jennifer Mossalgue
PLUS: Startup produces 3,000 AI podcast episodes weekly
The details:
- Prime Minister Edi Rama unveiled Diella during a cabinet announcement this week, calling her the first member “virtually created by artificial intelligence”.
- The AI avatar will evaluate and award all public tenders where the government contracts private firms.
- Diella already serves citizens through Albania’s digital services portal, processing bureaucratic requests via voice commands.
- Rama claims the AI will eliminate bribes and threats from decision-making, though the government hasn’t detailed what human oversight will exist.
The Rundown AI’s article links to:
- Albania appoints world’s first AI-made minister — from politico.eu by Alice Taylor
Diella, who is powered by artificial intelligence, will handle public procurement.
Anthropic Economic Index report: Uneven geographic and enterprise AI adoption — from anthropic.com
In other words, a hallmark of early technological adoption is that it is concentrated—in both a small number of geographic regions and a small number of tasks in firms. As we document in this report, AI adoption appears to be following a similar pattern in the 21st century, albeit on shorter timelines and with greater intensity than the diffusion of technologies in the 20th century.
To study such patterns of early AI adoption, we extend the Anthropic Economic Index along two important dimensions, introducing a geographic analysis of Claude.ai conversations and a first-of-its-kind examination of enterprise API use. We show how Claude usage has evolved over time, how adoption patterns differ across regions, and—for the first time—how firms are deploying frontier AI to solve business problems.
How human-centric AI can shape the future of work — from weforum.org by Sapthagiri Chapalapalli
- Last year, use of AI in the workplace increased by 5.5% in Europe alone.
- AI adoption is accelerating, but success depends on empowering people, not just deploying technology.
- Redesigning roles and workflows to combine human creativity and critical thinking with AI-driven insights is key.
Organizations are having to rapidly adapt their business models. Image: TCS
Using ChatGPT to get a job — from linkedin.com by Ishika Rawat
On 07/11/2025,
in Africa, business, career development, change, collaboration, colleges, communities of practice, community colleges, corporate / business world, curriculum, entrepreneurship, experimentation, faculty/staff, higher education, ideas, India, teaching & learning, United States, universities,
by Daniel Christian
Is graduate employability a core university priority? — from timeshighereducation.com by Katherine Emms and Andrea Laczik
Universities, once judged primarily on the quality of their academic outcomes, are now also expected to prepare students for the workplace. Here’s how higher education is adapting to changing pressures
A clear, deliberate shift in priorities is under way. Embedding employability is central to an Edge Foundation report, carried out in collaboration with UCL’s Institute of Education, looking at how English universities are responding. In placing employability at the centre of their strategies – not just for professional courses but across all disciplines – the two universities that were analysed in this research show how they aim to prepare students for the labour market overall. Although the employability strategy is initialled by the universities’ senior leaders, the research showed that realising this employability strategy must be understood and executed by staff at all levels across departments. The complexity of offering insights into industry pathways and building relevant skills involves curricula development, student-centred teaching, careers support, partnership work and employer engagement.
Every student can benefit from an entrepreneurial mindset — from timeshighereducation.com by Nicolas Klotz
To develop the next generation of entrepreneurs, universities need to nurture the right mindset in students of all disciplines. Follow these tips to embed entrepreneurial education
This shift demands a radical rethink of how we approach entrepreneurial mindset in higher education. Not as a specialism for a niche group of business students but as a core competency that every student, in every discipline, can benefit from.
At my university, we’ve spent the past several years re-engineering how we embed entrepreneurship into daily student life and learning.
What we’ve learned could help other institutions, especially smaller or resource-constrained ones, adapt to this new landscape.
The first step is recognising that entrepreneurship is not only about launching start-ups for profit. It’s about nurturing a mindset that values initiative, problem-solving, resilience and creative risk-taking. Employers increasingly want these traits, whether the student is applying for a traditional job or proposing their own venture.
Build foundations for university-industry partnerships in 90 days— from timeshighereducation.com by Raul Villamarin Rodriguez and Hemachandran K
Graduate employability could be transformed through systematic integration of industry partnerships. This practical guide offers a framework for change in Indian universities
The most effective transformation strategy for Indian universities lies in systematic industry integration that moves beyond superficial partnerships and towards deep curriculum collaboration. Rather than hoping market alignment will occur naturally, institutions must reverse-engineer academic programmes from verified industry needs.
Our six-month implementation at Woxsen University demonstrates this framework’s practical effectiveness, achieving more than 130 industry partnerships, 100 per cent faculty participation in transformation training, and 75 per cent of students receiving industry-validated credentials with significantly improved employment outcomes.
On 04/09/2025,
in 21st century, 24x7x365 access, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, bots, business, Canada, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, communities of practice, computer science, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, digital learning, economics, education, education technology, emerging technologies, ethics, Europe, experimentation, faculty/staff, future, game-changing environment, global / globalization, health, human-computer interaction (HCI), innovation, intelligent systems, learning ecosystem, legislatures / government / legal, mathematics, morals/values, platforms, policy, research, science, society, trends, United States, universities, workplace,
by Daniel Christian
The 2025 AI Index Report — from Stanford University’s Human-Centered Artificial Intelligence Lab (hai.stanford.edu); item via The Neuron
Top Takeaways
- AI performance on demanding benchmarks continues to improve.
- AI is increasingly embedded in everyday life.
- Business is all in on AI, fueling record investment and usage, as research continues to show strong productivity impacts.
- The U.S. still leads in producing top AI models—but China is closing the performance gap.
- The responsible AI ecosystem evolves—unevenly.
- Global AI optimism is rising—but deep regional divides remain.
- …and several more
Also see:
- 12 Graphs That Explain the State of AI in 2025 — from by Eliza Strickland; item via The Neuron
Stanford’s AI Index tracks performance, investment, public opinion, and more
The Neuron’s take on this:
So, what should you do? You really need to start trying out these AI tools. They’re getting cheaper and better, and they can genuinely help save time or make work easier—ignoring them is like ignoring smartphones ten years ago.
Just keep two big things in mind:
- Making the next super-smart AI costs a crazy amount of money and uses tons of power (seriously, they’re buying nuclear plants and pushing coal again!).
- Companies are still figuring out how to make AI perfectly safe and fair—cause it still makes mistakes.
So, use the tools, find what helps you, but don’t trust them completely.
We’re building this plane mid-flight, and Stanford’s report card is just another confirmation that we desperately need better safety checks before we hit major turbulence.
Addendum on 4/16:
On 01/17/2025,
in 21st century, adjunct faculty, adult learning, Africa, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, content development, aggregation, repositories, corporate universities / corporate training, digital learning, education technology, emerging technologies, experimentation, faculty/staff, future, game-changing environment, higher education, human-computer interaction (HCI), innovation, intelligent systems, intelligent tutoring, K-12 related, learning ecosystem, Learning Experience Design, Learning from the Living [Class] Room, lifelong learning, teachers, teaching & learning, United States, universities,
by Daniel Christian
AI Is Unavoidable, Not Inevitable — from marcwatkins.substack.com by Marc Watkins
I had the privilege of moderating a discussion between Josh Eyler and Robert Cummings about the future of AI in education at the University of Mississippi’s recent AI Winter Institute for Teachers. I work alongside both in faculty development here at the University of Mississippi. Josh’s position on AI sparked a great deal of debate on social media:
…
To make my position clear about the current AI in education discourse I want to highlight several things under an umbrella of “it’s very complicated.”
Most importantly, we all deserve some grace here. Dealing with generative AI in education isn’t something any of us asked for. It isn’t normal. It isn’t fixable by purchasing a tool or telling faculty to simply ‘prefer not to’ use AI. It is and will remain unavoidable for virtually every discipline taught at our institutions.
If one good thing happens because of generative AI let it be that it helps us clearly see how truly complicated our existing relationships with machines are now. As painful as this moment is, it might be what we need to help prepare us for a future where machines that mimic reasoning and human emotion refuse to be ignored.
“AI tutoring shows stunning results.”
See below article.
From chalkboards to chatbots: Transforming learning in Nigeria, one prompt at a time — from blogs.worldbank.org by Martín E. De Simone, Federico Tiberti, Wuraola Mosuro, Federico Manolio, Maria Barron, and Eliot Dikoru
Learning gains were striking
The learning improvements were striking—about 0.3 standard deviations. To put this into perspective, this is equivalent to nearly two years of typical learning in just six weeks. When we compared these results to a database of education interventions studied through randomized controlled trials in the developing world, our program outperformed 80% of them, including some of the most cost-effective strategies like structured pedagogy and teaching at the right level. This achievement is particularly remarkable given the short duration of the program and the likelihood that our evaluation design underestimated the true impact.
…
Our evaluation demonstrates the transformative potential of generative AI in classrooms, especially in developing contexts. To our knowledge, this is the first study to assess the impact of generative AI as a virtual tutor in such settings, building on promising evidence from other contexts and formats; for example, on AI in coding classes, AI and learning in one school in Turkey, teaching math with AI (an example through WhatsApp in Ghana), and AI as a homework tutor.
Comments on this article from The Rundown AI:
Why it matters: This represents one of the first rigorous studies showing major real-world impacts in a developing nation. The key appears to be using AI as a complement to teachers rather than a replacement — and results suggest that AI tutoring could help address the global learning crisis, particularly in regions with teacher shortages.
Other items re: AI in our learning ecosystems:
- Will AI revolutionise marking? — from timeshighereducation.com by Rohim Mohammed
Artificial intelligence has the potential to improve speed, consistency and detail in feedback for educators grading students’ assignments, writes Rohim Mohammed. Here he lists the pros and cons based on his experience - Marty the Robot: Your Classroom’s AI Companion — from rdene915.com by Dr. Rachelle Dené Poth
- Generative Artificial Intelligence: Cautiously Recognizing Educational Opportunities — from scholarlyteacher.com by Todd Zakrajsek, University of North Carolina at Chapel Hill
- Personal AI — from michelleweise.substack.com by Dr. Michelle Weise
“Personalized” Doesn’t Have To Be a Buzzword
Today, however, is a different kind of moment. GenAI is now rapidly evolving to the point where we may be able to imagine a new way forward. We can begin to imagine solutions truly tailored for each of us as individuals, our own personal AI (pAI). pAI could unify various silos of information to construct far richer and more holistic and dynamic views of ourselves as long-life learners. A pAI could become our own personal career navigator, skills coach, and storytelling agent. Three particular areas emerge when we think about tapping into the richness of our own data:- Personalized Learning Pathways & Dynamic Skill Assessment: …
- Storytelling for Employers:…
- Ongoing Mentorship and Feedback: …
- Speak — a language learning app — via The Neuron
- Voc.Adapt — via The Neuron
On 07/03/2024,
in 21st century, 24x7x365 access, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, business, communications, content development, aggregation, repositories, corporate / business world, creativity, emerging technologies, entrepreneurship, experimentation, future, game-changing environment, Google, languages and translation, Microsoft, Natural Language Processing (NLP), NVIDIA, Open AI, pace of change, platforms, productivity / tips and tricks, United States, vendors, voice recognition / voice enabled interfaces,
by Daniel Christian
Infinite seamless mega meme mashup ?
Keyframes were used to seamlessly transition between 20 memes w/ audio ?@LumaLabsAI Audio on ? pic.twitter.com/9jzbMDUDp2
— Blaine Brown ? (@blizaine) June 29, 2024
Bill Gates Reveals Superhuman AI Prediction — from youtube.com by Rufus Griscom, Bill Gates, Andy Sack, and Adam Brotman
This episode of the Next Big Idea podcast, host Rufus Griscom and Bill Gates are joined by Andy Sack and Adam Brotman, co-authors of an exciting new book called “AI First.” Together, they consider AI’s impact on healthcare, education, productivity, and business. They dig into the technology’s risks. And they explore its potential to cure diseases, enhance creativity, and usher in a world of abundance.
Key moments:
00:05 Bill Gates discusses AI’s transformative potential in revolutionizing technology.
02:21 Superintelligence is inevitable and marks a significant advancement in AI technology.
09:23 Future AI may integrate deeply as cognitive assistants in personal and professional life.
14:04 AI’s metacognitive advancements could revolutionize problem-solving capabilities.
21:13 AI’s next frontier lies in developing human-like metacognition for sophisticated problem-solving.
27:59 AI advancements empower both good and malicious intents, posing new security challenges.
28:57 Rapid AI development raises questions about controlling its global application.
33:31 Productivity enhancements from AI can significantly improve efficiency across industries.
35:49 AI’s future applications in consumer and industrial sectors are subjects of ongoing experimentation.
46:10 AI democratization could level the economic playing field, enhancing service quality and reducing costs.
51:46 AI plays a role in mitigating misinformation and bridging societal divides through enhanced understanding.
OpenAI Introduces CriticGPT: A New Artificial Intelligence AI Model based on GPT-4 to Catch Errors in ChatGPT’s Code Output — from marktechpost.com
The team has summarized their primary contributions as follows.
- The team has offered the first instance of a simple, scalable oversight technique that greatly assists humans in more thoroughly detecting problems in real-world RLHF data.
- Within the ChatGPT and CriticGPT training pools, the team has discovered that critiques produced by CriticGPT catch more inserted bugs and are preferred above those written by human contractors.
- Compared to human contractors working alone, this research indicates that teams consisting of critic models and human contractors generate more thorough criticisms. When compared to reviews generated exclusively by models, this partnership lowers the incidence of hallucinations.
- This study provides Force Sampling Beam Search (FSBS), an inference-time sampling and scoring technique. This strategy well balances the trade-off between minimizing bogus concerns and discovering genuine faults in LLM-generated critiques.
Character.AI now allows users to talk with AI avatars over calls — from techcrunch.com by Ivan Mehta
a16z-backed Character.AI said today that it is now allowing users to talk to AI characters over calls. The feature currently supports multiple languages, including English, Spanish, Portuguese, Russian, Korean, Japanese and Chinese.
The startup tested the calling feature ahead of today’s public launch. During that time, it said that more than 3 million users had made over 20 million calls. The company also noted that calls with AI characters can be useful for practicing language skills, giving mock interviews, or adding them to the gameplay of role-playing games.
Google Translate Just Added 110 More Languages — from lifehacker.com by
You can now use the app to communicate in languages you’ve never even heard of.
Google Translate can come in handy when you’re traveling or communicating with someone who speaks another language, and thanks to a new update, you can now connect with some 614 million more people. Google is adding 110 new languages to its Translate tool using its AI PaLM 2 large language model (LLM), which brings the total of supported languages to nearly 250. This follows the 24 languages added in 2022, including Indigenous languages of the Americas as well as those spoken across Africa and central Asia.
Gen-3 Alpha Text to Video is now available to everyone.
A new frontier for high-fidelity, fast and controllable video generation.
Try it now at https://t.co/ekldoIshdw pic.twitter.com/miNbHdK5hX
— Runway (@runwayml) July 1, 2024
Gen-3 Alpha from Runway is now available to everyone, and it’s incredible.
This is going to change the way ads and B-roll are created.
13 mind-blowing examples:
— Nathan Lands — Lore.com (@NathanLands) July 3, 2024
Listen to your favorite books and articles voiced by Judy Garland, James Dean, Burt Reynolds and Sir Laurence Olivier — from elevenlabs.io
ElevenLabs partners with estates of iconic stars to bring their voices to the Reader App
On 06/14/2024,
in Africa, Artificial Intelligence/Agents/LLMs/and Related, business, Canada, career development, change, cloud-based computing / apps / other cloud-related, corporate / business world, corporate universities / corporate training, cost of getting a degree, credentialing, future, future of higher education, game-changing environment, global / globalization, India, learning ecosystem, microlearning, pace of change, skills, training / L&D, UK, United States, universities, vendors, workplace,
by Daniel Christian
- AI literacy emerges as a global imperative
- AI readiness initiatives drive emerging skill adoption across regions
- The digital skills gap persists in a rapidly evolving job market
- Cybersecurity skills remain crucial amid talent shortages and evolving threats
- Micro-credentials are a rapid pathway for learners to prepare for in-demand jobs
- The global gender gap in online learning continues to narrow, but regional disparities persist
- Different regions prioritize different skills, but the majority focus on emerging or foundational capabilities
You can use the Global Skills Report 2024 to:
- Identify critical skills for your students to strengthen employability
- Align curriculum to drive institutional advantage nationally
- Track emerging skill trends like GenAI and cybersecurity
- Understand entry-level and digital role skill trends across six regions
On 04/10/2024,
in 21st century, 24x7x365 access, Africa, Artificial Intelligence/Agents/LLMs/and Related, Asia, Australia, bots, Canada, colleges, community colleges, emerging technologies, ethics, Europe, experimentation, faculty/staff, future, future of higher education, game-changing environment, global / globalization, higher education, human-computer interaction (HCI), ideas, intelligent systems, law schools, learning ecosystem, liberal arts, platforms, policy, productivity / tips and tricks, skills, student-related, teaching & learning, tools, UK, United States, universities, vendors,
by Daniel Christian
The University Student’s Guide To Ethical AI Use — from studocu.com; with thanks to Jervise Penton at 6XD Media Group for this resource
This comprehensive guide offers:
- Up-to-date statistics on the current state of AI in universities, how institutions and students are currently using artificial intelligence
- An overview of popular AI tools used in universities and its limitations as a study tool
- Tips on how to ethically use AI and how to maximize its capabilities for students
- Current existing punishment and penalties for cheating using AI
- A checklist of questions to ask yourself, before, during, and after an assignment to ensure ethical use
Some of the key facts you might find interesting are:
- The total value of AI being used in education was estimated to reach $53.68 billion by the end of 2032.
- 68% of students say using AI has impacted their academic performance positively.
- Educators using AI tools say the technology helps speed up their grading process by as much as 75%.
On 04/04/2024,
in Africa, Asia, Canada, colleges, communities of practice, community colleges, education, higher education, K-12 related, learning, learning ecosystem, library / librarians, UK, United States, universities, youth,
by Daniel Christian
School Librarian Day – April 4, 2024 — from nationaltoday.com
