AI and science

AI와 과학

Articles

• 2026-02-05 - GPT-5 lowers the cost of cell-free protein synthesis
• 2026-02-04 - An improved benchmark for measuring AI systems performing real-world biology research tasks
• 2026-02-04 - http://phylo.bio/
  • “Collaborative agents designed for biologists to make more discoveries, faster.”
  • “We’re excited to announce Phylo and our product Biomni Lab, the first Integrated Biology Environment (IBE), along with our $13.5M seed round co-led by Andreessen Horowitz and Menlo Ventures/Anthropic.”
• 2026-02-04 - Opennote’s Feynman-3
  • Opennote에 Papers라는 기능이 추가되고 파인만3라는 에이전트가 논문 작성, 연구 등을 도와준다고.
• 2026-02-03 - Accelerating Scientific Research with Gemini: Case Studies and Common Techniques
• 2026-02-02 - PaperBanana: Automating Academic Illustration for AI Scientists
  • 학술논문에 쓸 일러스트레이션을 생성해주는 에이전트. Peking univ. + Google Cloud AI 공동연구.
• 2026-01-28 - Theorizer
  • “Each theory that Theorizer outputs is structured as a set of ⟨LAW, SCOPE, EVIDENCE⟩ tuples.”
• 2026-01-28 - OpenAI Prism 발표.
• 2026-01-21 - GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers
• 2026-01-16 - How scientists are using Claude to accelerate research and discovery
• 2026-01-06 - Why LLMs Aren’t Scientists Yet: Lessons from Four Autonomous Research Attempts
• 2025-12-18 - Google DeepMind supports U.S. Department of Energy on Genesis: a national mission to accelerate innovation and scientific discovery
  • 구글 뿐 아니라 MS, OpenAI, Anthropic 등도 모두 참여.
• 2025-12-10 - AlphaEvolve on Google Cloud: AI for agentic discovery and optimization
  • 몇 개월 전에 구글이 자랑했던 AlphaEvolve가 private preview 상태로 공개됐다는 발표.
  • 사용자가 대충 작동하는 초기 솔루션과 assessment function(아마 fitness function?)을 제공하면 LLM이 변이를 만들어서 population을 채워가며 알고리즘을 진화시키는 방식. 전통적인 EA랑 같은데 변이를 LLM이 만든다는 게 제일 큰 차이인 것 같다. Gemini 같은 SoTA 모델을 쓴다는 점이랑. 제약, 칩설계 등 다양한 분야에 적용할 수 있다고 주장.
• 2025-12-10 - A new preprint server welcomes papers written and reviewed by AI
  • Science 저널의 AI가 쓴/리뷰한 논문에 대한 전향적 정책
• 2025-12-07 - Evaluating Large Language Models in Scientific Discovery
• 2025-11-25 - Accelerating science with AI
• 2025-11-24 - 미국 정부에서 Genesis Mission 발표.
• 2025-11-21 - How AI Is Accelerating Scientific Discovery Today and What’s Ahead — the OpenAI Podcast Ep. 10
• 2025-09-30 - Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark
• 2025-08-20 - aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists
• 2025-07-03 - An AI-native experimental laboratory for autonomous biomolecular engineering
• 2024-08-13 - sakana.ai/ai-scientist/
  • “The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery”

Tools

• OpenAI Prism
• Claude Scientific Skills

See also

• 2026-01-19 - AI for Science podcast