TL;DR

• A mix of AI system research and practice appeared, spanning code-improving agents, LLM routing, spiking neural network training, and multi-agent modeling.
• Industry signals included a reported Copilot super app in development, OpenAI's biosecurity project, and Naver's investment in a drone platform.
• Explainable gene analysis, KAIST's AI vision, broader climate-tech cooperation, and factory safety news rounded out the window.

This post is a link archive based on materials collected over the last 24h. It is meant to help you jump into primary sources quickly.

Official Updates

• 🛡️ AI 에이전트가 코드를 실험하고 개선하는 법 — NAVER D2
  • Why it matters: This is worth reading for a practical view on how AI agents can experiment with and improve code.
• 🏛️ OrcaRouter: A Production-Oriented LLM Router with Hybrid Offline-Online Learning — arXiv cs.LG (subjects include cs.AI, cs.CL)
  • Why it matters: This paper is worth a look because it focuses on a production-oriented LLM router with hybrid offline-online learning.
• 🏛️ Gradient-Free Training of Spiking Neural Networks via Low-Rank Evolution Strategies — arXiv cs.NE (cross-listed in cs.AI and cs.LG)
  • Why it matters: This is worth reading if you want a gradient-free angle on training spiking neural networks.
• 🏛️ Dreaming Of Others: Latent Teammate Modeling In World Models For Multi-Agent Reinforcement Learning — arXiv cs.MA (also listed under cs.AI and cs.LG)
  • Why it matters: This paper stands out for linking latent teammate modeling with world models in multi-agent reinforcement learning.

Tech News

• 🛡️ MS, 코딩·에이전트 기능 통합한 '코파일럿 슈퍼 앱' 개발 중 — AI타임스
• Why it matters. This is worth reading because a Copilot super app combining coding and agent features would signal a broader AI work platform push.
• 🛡️ 네이버, 드론 플랫폼 유비파이에 투자..."피지컬 AI 생태계 확장" — AI타임스
  • Why it matters: This story is useful for tracking how Naver is framing physical AI ecosystem expansion through a drone platform investment.
• Why it matters. This is worth scanning as a reminder that platform tactics and local service adoption still matter alongside core AI headlines.
• 🛡️ 오픈AI, 바이오 안보 프로젝트 시동…'GPT-로절린드' 제한적 공개 — AI타임스
  • Why it matters: This is worth reading because OpenAI's biosecurity project points to continued attention on higher-risk AI applications.
• Why it matters. This item matters because a factory fire and hydrogen fluoride leak highlight industrial safety risks around the broader AI supply chain.
• 🛡️ 물·대기 넘어 수소·폐배터리까지…한중 기후테크 협력 확대 — 전자신문 AI
  • Why it matters: This is worth reading for context on how climate-tech cooperation is broadening into hydrogen and waste batteries.
• 🛡️ AI가 질병 원인 유전자까지 짚어낸다…국내 연구진, 설명가능 분석 플랫폼 개발 — 전자신문 AI
  • Why it matters: This story is notable because it connects explainable analysis with identifying disease-causal genes.
• 🛡️ KAIST AI대학 비전선포...“기술 가르치는데 그치지 않고, 사회 변화 이끌 것” — 전자신문 AI
  • Why it matters: This is worth reading because KAIST's AI vision emphasizes social impact alongside technical education.

Practical Application

Checklist for Today:

• AI product teams should review the NAVER D2 piece and OrcaRouter together to assess experimentation workflows and routing operations.
• Strategy teams should group the Copilot super app, biosecurity, and physical AI investment stories into a platform-expansion watchlist.
• Research and policy teams should separately track explainable medical AI, AI education direction, climate-tech cooperation, and industrial safety issues.

References

• AI 에이전트가 코드를 실험하고 개선하는 법 - NAVER D2
• OrcaRouter: A Production-Oriented LLM Router with Hybrid Offline-Online Learning - arXiv CS.AI
• Gradient-Free Training of Spiking Neural Networks via Low-Rank Evolution Strategies - arXiv CS.AI
• Dreaming Of Others: Latent Teammate Modeling In World Models For Multi-Agent Reinforcement Learning - arXiv CS.AI
• MS, 코딩·에이전트 기능 통합한 '코파일럿 슈퍼 앱' 개발 중 - AI타임스
• 네이버, 드론 플랫폼 유비파이에 투자..."피지컬 AI 생태계 확장" - AI타임스
• 여수, 공공배달앱 ‘먹깨비’ 주말 5000원 할인쿠폰 쏜다 - AI타임스
• 오픈AI, 바이오 안보 프로젝트 시동…'GPT-로절린드' 제한적 공개 - AI타임스
• SK하이닉스 청주공장서 불…불화수소 누출 6명 부상 - 전자신문 AI
• 물·대기 넘어 수소·폐배터리까지…한중 기후테크 협력 확대 - 전자신문 AI
• AI가 질병 원인 유전자까지 짚어낸다…국내 연구진, 설명가능 분석 플랫폼 개발 - 전자신문 AI
• KAIST AI대학 비전선포...“기술 가르치는데 그치지 않고, 사회 변화 이끌 것” - 전자신문 AI