THE COLLECTION
EVERY SIGNAL, SORTED.
Search the whole shelf by topic, tool, term, or plain old curiosity.
South Korea, Public Sector AI, Civil Servants, Vibe Coding, AI Agents, Government Innovation, Public Services, Security, Accessibility, Records and Service Ownership
Korea wants civil servants to turn prompt-built tools into public infrastructure. Test the handoff
South Korea is asking public employees to build AI tools and move the best ones beyond personal experiments. The interesting part is not the prompt. It is whether an institution can safely own what the prompt produced.
South Korea, Sovereign AI, Foundation Models, Public Investment, Model Evaluation, Open Models, Benchmarks, Usability, Expert Review, Compute and Accountability
Korea picked three sovereign model teams. Publish the scorecard, not just the winners
South Korea advanced Upstage, SK Telecom and LG AI Research after a 100-point evaluation that mixed benchmarks, expert review and public usability. Motif led a major external benchmark and still missed the cut, which is exactly why the public needs the complete scoring receipt.
South Korea, Developing Economies, Small AI, Jobs, Local Languages, Low Connectivity, Agriculture, Health, Education, Tourism, Public Services, Deployment and Measurement
Seoul put small AI ahead of giant models. The impact claim needs a local scoreboard
The World Bank summit is making the case for compact, practical AI in constrained settings. The useful test is whether local people can run it, challenge it and keep the benefit after the pilot crew leaves.
South Korea, Physical AI, Robotics, Manufacturing, Testbeds, Safety, Platforms and Industrial Policy
KAIST wants physical AI to be a platform, not a humanoid race. The test floor decides
KAIST is presenting physical AI as shared infrastructure for factories, healthcare, logistics and daily life. The useful measure will not be a robot sprint. It will be whether different machines can fail safely, share interfaces and survive repeatable tests in the real world.
AI Browsers, South Korea, Page Context, Calendar Actions, Privacy and Human Control
Naver turned Whale into an AI browser that can touch the calendar
Whale AI Chat can read an open page, organize tabs and work with a connected Naver Calendar. That makes the browser more useful, but it also turns page context, permissions and a confirmation click into the real product boundary.
South Korea, Agentic AI, Physical AI, Semiconductor Manufacturing and Production Evidence
Samsung put agentic AI on the factory floor, then left the production scoreboard backstage
Samsung AI Forum 2026 mapped a serious industrial agenda across agents, robots, devices and chip work. The company showed the direction of travel, but not the numbers that would tell workers and customers whether the trip is going well.
South Korea, Demand Forecasting, Supply Chains and Decision Evidence
LG trained demand AI on 11.3 million series, but the missing promotion still wins
EXAONE Demand ranks first among the 36 time-series foundation models LG tested. The paper also shows why a better forecast is not yet a better inventory decision.
AI Capacity, Public Institutions and International Cooperation
Africa and KAIST signed an AI capacity pact without a budget
A three-year framework covers policy, data, research, and advice. The useful version still needs countries, local leads, money, milestones, and an exit plan that leaves capability behind.
AI Chips and Enterprise Adoption
Samsung is helping build OpenAI's chips while putting ChatGPT to work
OpenAI says Samsung is working on its next-generation chips and running one of ChatGPT's largest workplace deployments. South Korea is becoming both supplier and customer for the same AI stack.
AI Infrastructure and Energy
South Korea's AI boom needs the output of roughly twenty more reactors
The country's energy minister says AI-driven expansion could add 25 to 30 gigawatts of demand, forcing a national choice among nuclear power, renewables, gas, transmission, and where the infrastructure should live.