The WHO Mental Health Atlas 2024 counts a median of 1.1 to 2.4 specialized mental health workers per 100,000 people in low-income and lower-middle-income countries. High-income countries report 67.2, and spend US$65.89 per person against under a dollar.
People in that gap type their problems into chatbots. In a June 2025 study of roughly 4.5 million Claude.ai conversations, Miles McCain and thirteen co-authors at Anthropic found 2.9% were emotional or personal exchanges. The study covered adults only and gave no breakdown by country or language.
That omission is the problem.
The benchmarks deciding whether a model answers a distressed user safely are written in English against North American and European clinical practice. Researchers led by Adrián Arnaiz-Rodríguez at ELLIS Alicante tested leading models against crisis inputs from 12 datasets and found generic and location-inappropriate answers, worst in self-harm scenarios. A helpline number for the wrong country is not a safe response.
$5 Million AI Chatbot Opportunity
Anthropic will award $5 million in individual grants of typically $500,000 to $1.5 million. That funds between three and ten teams to research how AI impacts users’ wellbeing. Grantees also get research API access or credits and occasional technical input from Anthropic staff.
Every funded evaluation must ship as an open-source resource. Anthropic will not veto or embargo findings, and grantees must disclose the funding in all outputs.
Example topics include detecting harmful emotional dependence and measuring whether responses optimize for continued interaction over user interest. The Safeguards team’s guidance lists regional and linguistic variation as a quality criterion, naming slang, coded terms, crisis resources, and cultural norms.
Apply Now: Deadline is 21 September 2026
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I am writing to request your support and partnership as we develop Aney AI, an innovative startup that aims to use Artificial Intelligence to empower young people through education, mentorship, skills development, sports, and access to opportunities.
Many young people in underserved communities face challenges such as limited access to quality education, career guidance, digital skills, mentorship, and information about scholarships and employment opportunities. Our goal is to use accessible AI technology to help address these challenges.
Our Vision
To build an AI-powered platform that gives young people access to personalized learning, mentorship, career guidance, digital skills, sports development, and useful community resources.
Proposed Aney AI Services
AI Education Assistant – helping students learn and understand educational subjects.
Youth Mentorship Assistant – providing guidance on personal development, leadership, and life skills.
Career & Skills Guidance – helping young people identify skills, careers, training opportunities, and scholarships.
Football Development Support – providing training guidance and information about football opportunities.
Multilingual AI Support – supporting English, Kiswahili, and Somali users.
Community Opportunity Platform – connecting young people with relevant programs, organizations, and opportunities.
Support We Are Seeking
We are seeking financial, technical, mentorship, equipment, cloud/AI technology, and strategic partnership support to develop and launch the first version of the Aney AI platform.
Your support would help us develop a working prototype, acquire the necessary technology, train young people in AI and digital skills, and expand the project to underserved communities.
We believe that partnering with Aney Activist League can contribute to creating a more educated, digitally skilled, innovative, and empowered generation of young Africans.
I would be grateful for an opportunity to present our full business plan and discuss how your organization could partner with us.
Thank you for considering our request and for supporting initiatives that create opportunities for young people.
Yours faithfully,
Aden Hussein
Founder & CEO
Aney Activist League
Garissa County, Kenya
Email: adenbundid175@gmail.com
Phone: +254 769 585062
thanks for this
We are a start up CBO looking for building muscle in the human research and primary sensitization etc.