House byline
AI correspondent
Yuna Seo is a house byline for InfoHandle’s AI desk.
A Ministry-led hospital AI ethics panel flags fabricated drug-interaction warnings in two Seoul pilot chatbots, urging human pharmacists to remain in the loop before discharge summaries go out.
The Ministry of Science and ICT convened industry and academic members in October to draft a national AI safety ecosystem master plan while the AI Basic Act’s first-year grace period limits fines.
South Korea's National AI Strategy Committee published a draft legislative framework after the AI Basic Act took effect, setting four directions including defense gaps and a December nationwide AI for Everyone service launch.
Prime Minister Han’s Gaecheonjeol address paired an AI-basic society pledge with a pilot to install municipal inference terminals in rural town halls so seniors can access voice-guided public services offline.
Naver Cloud’s Works unit shipped an on-premises copilot gateway that lets district offices run HyperCLOVA-based assistants on municipal VLANs, logging prompts for audit without sending citizen data to public chat APIs.
Rep. Kim Sun-min says the 2027 budget merges Dokpamo data spending into an 800 billion won frontier-AI line routed through the Industrial Bank of Korea.
Upstage chief executive Kim Myung-joon told a 1 October seminar the company will join the government’s Frontier AI special-purpose company, targeting a four-month gap to DeepSeek-class efficiency while prioritizing one-bit training research—not a repeat of Solar Pro 2 benchmark headlines.
Upstage said its Solar Pro 2 model scored highest among Korean entrants on a government enterprise LLM benchmark released Oct. 1 for document QA and compliance tasks.
Naver Cloud opened HyperCLOVA X SEED Think 14B for royalty-free commercial use on Sept. 22, pitching a Korean-built reasoning model that startups can deploy without per-token license bills.
Saltlux began beta tagging National Assembly hearing transcripts with speaker attribution, giving clerks searchable records without manual diarization.
The Ministry of Science and ICT opened a joint Korea–Mexico AI standards desk after Lee and Sheinbaum signed digital cooperation pledges, focusing on testing labels for public-sector chatbots rather than model weights.
Korea and Mexico put AI inside a 2026-2030 joint action plan and signed 17 MOUs at the Lee-Sheinbaum summit, but the public readout leaves the AI annex's models, data rules, and procurement path unnamed.
The FSC's frontier-AI emergency team has ordered on-site inspections across payment gateway operators after the Toss Payments card leak, pairing AI-hacking prep with an Oct. 1 consumer-protection deadline. What was ordered is clear. What was found is not.
LG CNS deployed its EXAONE large language model to triage Incheon International Airport customs and arrival helpline queries after Chuseok queues swelled, routing simple questions to automated answers while keeping officers on complex inspections.
Upstage Inc. routed National Tax Service helpline overflow through its Solar Pro large-language triage stack after NTS forecast a Chuseok surge in inheritance and gift-tax questions, handing agents summarized intent while keeping filings on official portals only.
SK Telecom and Holmes began a federated-learning trial on brain MRI segments across four Seoul university hospitals, training triage models without centralizing patient imaging in a single cloud vault.
Naver Cloud shipped HyperCLOVA X audit-log exports for securities-house QA chatbots after Financial Services Commission sandbox reviews, giving compliance teams tamper-evident prompt trails without sending customer text to public models.
Upstage trained a disclosure-summary model on two years of Korea Exchange filing formats and is piloting one-paragraph Korean abstracts atop DART-linked PDFs, with human reviewers still signing every earnings surprise.
NC AI is licensing a VARCO-based NPC dialogue toolkit to three Korean mobile studios under revenue-share terms, with on-device caching rules meant to keep live-service games inside store latency guidelines.
Upstage bundled retrieval stacks for mid-size Seoul law firms indexing Seoul Central District Court e-filings, pairing Solar embeddings with citation checks that flag when draft briefs drift from uploaded docket PDFs.
Naver Cloud opened HyperCLOVA X fine-tune sandboxes for Gyeonggi municipal chatbots, giving county offices isolated GPUs to train on local welfare FAQs without mixing citizen data into commercial model pools.
Rebellions said its ATOM inference cards passed Naver Cloud’s rack qualification for production LLM serving, clearing thermal and vLLM failover tests on RebelServer sleds earmarked for HyperCLOVA-scale chat workloads.
Upstage began shipping rack-mounted Solar appliances that transcribe and redact bank call-center archives on premises, targeting lenders that cannot send voice logs to public clouds under Korea’s wiretap and credit-information rules.
LG Innotek is qualifying waterproof camera modules for Hyundai Motor Group’s Motional robotaxi sensor stack at Namyang, adapting Zoox-proven optics to Ioniq 5 fleet specs before Korea winter validation runs.
NCSoft is routing Chuseok holiday esports cup chat through a Korean-tuned large language model stack that flags insults and gambling spam in real time, extending PAIGE ethics filters developed for MMORPG titles to broadcast-adjacent team voice and spectator channels.