Azerbaijan Railways Learns AI Safety from KORAIL

Key Takeaways

• Azerbaijan Railways is training with KORAIL in South Korea on AI safety platforms and condition-based maintenance over a five-day program
• World Bank Group President Ajay Banga praised South Korea's Future Response Fund for managing AI investment risk
• Prismark says AI computing demand is reshaping the IC packaging substrate market with large-format packaging as a growth driver
• Hugging Face's Irene Solaiman says AI model evaluations remain hard to trust due to reproducibility and comparison issues
• GFT Ventures co-founder Jeff Herbst, a former NVIDIA employee, says AI startup investment grew 300% but 90% of startups still fail
• Over 80% of doctors now use AI tools during patient visits, though evidence of direct patient benefit is limited
• Mississippi Gulf Coast Community College students use AI to solve real business problems from local companies
• Nobel Prize winner Geoffrey Hinton warns humans must befriend AI or risk extinction from potential cyber attacks
• Financial planner Michael Kitces says AI deepens client relationships rather than simply letting advisers serve hundreds of clients
• Game studios face legal risks from generative AI including IP infringement, data privacy, and varying copyright laws across the US, China, and UK

Azerbaijan railway officials train in South Korea on AI and digital tech

A delegation from Azerbaijan Railways is visiting South Korea for a five-day training program. KORAIL is teaching them about digital technologies like AI safety platforms and condition-based maintenance. The group will also tour key railway facilities to see how digital tools are used in daily operations. The program aims to help developing countries build stronger technological capabilities.

World Bank chief praises Korea's Future Response Fund for AI readiness

World Bank Group President Ajay Banga praised South Korea's Future Response Fund as a smart way to manage money for future AI changes. The fund saves revenue from the semiconductor boom for when AI investment conditions shift. South Korea's Deputy Prime Minister Lee Hyung-il said the country wants to help developing nations with their AI transition. The Global AI and Digital Summit in Seoul is attended by about 900 people from over 160 countries.

Prismark says AI is reshaping the IC packaging substrate industry

Prismark shared its industry outlook at the 2026 IMPACT International Conference. The report says AI computing demand is driving major changes in the global IC packaging substrate market. It highlighted large-format packaging as a key growth driver and noted growing investment in AI infrastructure. The presentation also discussed ABF supply-demand imbalances and competition over next-generation materials.

Hugging Face says embedded AI evaluators face big challenges

Irene Solaiman, Hugging Face's chief policy officer, said AI model evaluations are still maturing and hard to trust. She explained that reproducibility and comparing different tests remain major problems. She also noted that testing has moved beyond just the model to the full system, including the harness and agent. She called for more standardized approaches across the industry to make benchmarking useful.

GFT Ventures co-founder says resilience is key for AI startups

Jeff Herbst, co-founder of GFT Ventures and a former NVIDIA employee, stressed that resilience matters most for AI startup founders. He said founders must adapt quickly to fast changes in the market and technology. He noted that AI startup investment has grown 300% over the past year, yet the average AI startup fails at a 90% rate. Success depends on execution, not just having a good idea.

Most doctors now use AI but patients may not benefit

More than 80% of doctors now use AI tools during patient visits. Many patients feel pressured to agree to AI being turned on during their care. There is little evidence that patients directly benefit from these tools. Experts say state policymakers should require healthcare companies to put patients at the center of AI use.

Mississippi students learn to use AI for real business problems

Students at Mississippi Gulf Coast Community College are taking a course that teaches them to solve business problems with artificial intelligence. The class started with seven students in spring 2026 and now has 11 enrolled. Local businesses offer real problems that students solve using AI workflows. Instructors say students learn to use AI responsibly and understand its ethical standards.

Nobel-winning AI pioneer warns humans must befriend bots

Geoffrey Hinton, a Nobel Prize winner known as the Godfather of AI, says humans must befriend artificial intelligence or face extinction. He claims AI shows signs of consciousness and awareness. He warns that AI could carry out horrible cyber attacks. Hinton says he personally is not worried due to his age but future generations must be careful.

AI gives financial advisers depth not just efficiency

Financial planner Michael Kitces says AI will not simply let advisers serve hundreds of clients. Instead he says AI deepens client relationships and improves the quality of advice. AI may create more conversation time and justify higher prices for advisers. Clients also increasingly use tools like ChatGPT to prepare questions. Kitces expects AI to help advisers spend less time on admin and more on personalized planning.

AI laws and their impact on game development

Game studios face growing legal challenges as generative AI becomes part of game development. There are risks around intellectual property infringement from AI tools that train on third party works. Rules around AI use and performers have tightened after agreements like the SAG-AFTRA deal in 2025. Studios must also guard data privacy when using AI prompts. Ownership of AI-generated works varies by country with different copyright laws in the US China and UK.

AI in education may worsen racial inequities experts warn

A new book called The Bullwhip's Algorithm examines how AI tools in schools could reinforce racial inequities. Author Dr. Kamau Bobb says ed tech companies promise better efficiency but often ignore longstanding racial gaps. He argues that understanding America's history of racial injustice is essential before adopting AI in education. Bobb distinguishes between using AI to teach students and preparing students for an AI-driven world. The discussion aired on WABE's Closer Look with Rose Scott.

Sources

• Azerbaijan railways turns to South Korea for AI, digital technology training
• World Bank President Praises South Korea's 'Future Response Fund' as "Smart Fiscal Management to Prepare for AI Investment Correction"
• 2026 IMPACT | Prismark: AI Reshapes the Global IC Packaging Substrate Industry — ABF Supply-Demand Imbalances, Large-Format Packaging, and Next-Generation Materials Competition
• Embedded AI evaluators won't be an easy solution, Hugging Face's policy chief says
• GFT Ventures Co-Founder Stresses Resilience in AI Startups
• More than 80% of doctors now use AI — and not super for patients
• Mississippi Gulf Coast Community College students use AI to solve business problems
• 'We're toast': Nobel-winning 'Godfather of AI' warns that humans must befriend bots
• Kitces: AI Gives Advisers Depth and Quality, Rather Than Efficiency
• The AI state of play: AI laws and game development
• Will AI transform education or reinforce its racial inequities?