Great Smoky Mountains National Park yesterday (Look Rock). Learn more at https://www.nps.gov/grsm/index.htm and #interpretation #landscapephotography #publiclands #nationalparks #nps Image credit NPS Air Quality Web Camera Network #photography #winter #snow #clouds #mountains #Tennessee #NorthCarolina #airquality #research
Great Smoky Mountains National Park yesterday (Look Rock). Learn more at https://www.nps.gov/grsm/index.htm and #interpretation #landscapephotography #publiclands #nationalparks #nps Image credit NPS Air Quality Web Camera Network #photography #winter #snow #clouds #mountains #Tennessee #NorthCarolina #airquality #research
Kevin Weil (@kevinweil)
Sebastien Bubeck의 강연 'Recent Advances in LLMs for Mathematics' 시청을 강력히 권장하는 트윗입니다. AI와 과학/수학의 미래에 관심 있는 이들에게 유용한 강연이며, 작성자는 Seb를 OpenAI의 AI 연구자이자 전 프린스턴 수학 교수로 소개합니다. LLM과 수학적 응용에 관한 최신 연구 동향을 접할 수 있는 추천 자료입니다.
Kevin Weil (@kevinweil)
Sebastien Bubeck의 강연 'Recent Advances in LLMs for Mathematics' 시청을 강력히 권장하는 트윗입니다. AI와 과학/수학의 미래에 관심 있는 이들에게 유용한 강연이며, 작성자는 Seb를 OpenAI의 AI 연구자이자 전 프린스턴 수학 교수로 소개합니다. LLM과 수학적 응용에 관한 최신 연구 동향을 접할 수 있는 추천 자료입니다.
"Artificial intelligence researchers are grappling with a problem core to their field: how to stop so-called “AI slop” from damaging confidence in the industry’s scientific work.
AI conferences have rushed to restrict the use of large language models for writing and reviewing papers in recent months after being flooded with a wave of poor AI-written content.
Scientists have warned that the surge of low-quality AI-generated material risks eroding trust and the integrity of the sector’s research by introducing false claims and made-up content.
“There is a little bit of irony to the fact that there’s so much enthusiasm for AI shaping other fields when, in reality, our field has gone through this chaotic experience because of the widespread use of AI,” said Inioluwa Deborah Raji, an AI researcher at the University of California, Berkeley.
Recent studies have highlighted the prevalence of the technology in AI research. In August, a study by Stanford University found that up to 22 per cent of computer science papers contained LLM usage."
https://www.ft.com/content/54e274c5-de86-4b3e-96a9-95a46b5e48a0
"Artificial intelligence researchers are grappling with a problem core to their field: how to stop so-called “AI slop” from damaging confidence in the industry’s scientific work.
AI conferences have rushed to restrict the use of large language models for writing and reviewing papers in recent months after being flooded with a wave of poor AI-written content.
Scientists have warned that the surge of low-quality AI-generated material risks eroding trust and the integrity of the sector’s research by introducing false claims and made-up content.
“There is a little bit of irony to the fact that there’s so much enthusiasm for AI shaping other fields when, in reality, our field has gone through this chaotic experience because of the widespread use of AI,” said Inioluwa Deborah Raji, an AI researcher at the University of California, Berkeley.
Recent studies have highlighted the prevalence of the technology in AI research. In August, a study by Stanford University found that up to 22 per cent of computer science papers contained LLM usage."
https://www.ft.com/content/54e274c5-de86-4b3e-96a9-95a46b5e48a0
fly51fly (@fly51fly)
논문 'Who's in Charge? Disempowerment Patterns in Real-World LLM Usage' (M Sharma, M McCain, R Douglas, D Duvenaud; Anthropic·ACS Research Group·University of Toronto, 2026) 공개: 실제 LLM 사용에서 나타나는 권한 약화·탈권한화 패턴을 분석하고, 사용자 영향과 거버넌스·안전성 시사점을 제시하는 실증적 연구입니다 (arXiv).
fly51fly (@fly51fly)
논문 'Who's in Charge? Disempowerment Patterns in Real-World LLM Usage' (M Sharma, M McCain, R Douglas, D Duvenaud; Anthropic·ACS Research Group·University of Toronto, 2026) 공개: 실제 LLM 사용에서 나타나는 권한 약화·탈권한화 패턴을 분석하고, 사용자 영향과 거버넌스·안전성 시사점을 제시하는 실증적 연구입니다 (arXiv).
"Handling rare books with gloves should be illegal." www.blackdograrebooks.com/post/how-to-... #library #archives #HigherEd #research #literature #academicSky #antiquarian
"Handling rare books with gloves should be illegal." www.blackdograrebooks.com/post/how-to-... #library #archives #HigherEd #research #literature #academicSky #antiquarian
Photo monitoring sites in Point Reyes National Seashore. Learn more at https://www.nps.gov/pore/index.htm and https://www.nps.gov/places/prs103.htm and https://www.chronolog.io/project/PRS and #nps #nationalparks #ocean #publiclands #photography #landscapephotography #pointreyes Image credit National Park Service #chronolog #california #fire #forest #research #airquality #interpretation #beach #archive #sciencecommunication #citizenscience #prnsa
Photo monitoring sites in Point Reyes National Seashore. Learn more at https://www.nps.gov/pore/index.htm and https://www.nps.gov/places/prs103.htm and https://www.chronolog.io/project/PRS and #nps #nationalparks #ocean #publiclands #photography #landscapephotography #pointreyes Image credit National Park Service #chronolog #california #fire #forest #research #airquality #interpretation #beach #archive #sciencecommunication #citizenscience #prnsa
Human–AI Relationships Are Heading to Space
Dr. Stephen M. Fiore studies how people and intelligent systems coordinate in complex, high-stakes environments. That research now stretches from Earth-based decision systems to future deep-space missions—where astronauts may develop unprecedented working relationships with AI.
Explore the full discussion: https://youtu.be/sRF_wrJMm_E
#ArtificialIntelligence #SpaceExploration #HumanMachineTeamwork #Research #Podcast
Human–AI Relationships Are Heading to Space
Dr. Stephen M. Fiore studies how people and intelligent systems coordinate in complex, high-stakes environments. That research now stretches from Earth-based decision systems to future deep-space missions—where astronauts may develop unprecedented working relationships with AI.
Explore the full discussion: https://youtu.be/sRF_wrJMm_E
#ArtificialIntelligence #SpaceExploration #HumanMachineTeamwork #Research #Podcast
fly51fly (@fly51fly)
2026년 UC Berkeley 연구진(I Abdi, A Gupta, M Mok, A Lu 등)의 arXiv 논문은 진화전략(Evolutionary Strategies)을 LLM 훈련에 적용할 경우 치명적 망각(catastrophic forgetting)이 발생함을 보고합니다. 진화적 최적화 기법이 지속학습 및 기억 유지에 미치는 부작용을 실험적으로 분석한 연구입니다.
https://x.com/fly51fly/status/2016988424327385418
#evolutionarystrategies #catastrophicforgetting #llm #research
fly51fly (@fly51fly)
2026년 UC Berkeley 연구진(T A Qiu, M Carroll, C Allen)의 arXiv 논문 'Truthfulness Despite Weak Supervision'은 약한 감독 환경에서 동료 예측(peer prediction)을 활용해 대형언어모델(LLM)의 진실성(truthfulness)을 평가하고 훈련하는 방법을 제안·검증합니다. 약한 라벨링 상황에서도 진실성 개선을 노린 평가·학습 프레임워크 연구입니다.
https://x.com/fly51fly/status/2016990237097144576
#truthfulness #weaksupervision #llm #peerprediction #research
fly51fly (@fly51fly)
2026년 UC Berkeley 연구진(I Abdi, A Gupta, M Mok, A Lu 등)의 arXiv 논문은 진화전략(Evolutionary Strategies)을 LLM 훈련에 적용할 경우 치명적 망각(catastrophic forgetting)이 발생함을 보고합니다. 진화적 최적화 기법이 지속학습 및 기억 유지에 미치는 부작용을 실험적으로 분석한 연구입니다.
https://x.com/fly51fly/status/2016988424327385418
#evolutionarystrategies #catastrophicforgetting #llm #research
fly51fly (@fly51fly)
2026년 UC Berkeley 연구진(T A Qiu, M Carroll, C Allen)의 arXiv 논문 'Truthfulness Despite Weak Supervision'은 약한 감독 환경에서 동료 예측(peer prediction)을 활용해 대형언어모델(LLM)의 진실성(truthfulness)을 평가하고 훈련하는 방법을 제안·검증합니다. 약한 라벨링 상황에서도 진실성 개선을 노린 평가·학습 프레임워크 연구입니다.
https://x.com/fly51fly/status/2016990237097144576
#truthfulness #weaksupervision #llm #peerprediction #research
Today I completed my author’s course for early-career researchers and PhD students at our university.
We focused on things that are often missing from formal curricula: how to design a study that does not fall apart halfway, how to work with scholarly sources, and how to keep coherence between research questions, methods, and results.
I hope it became one small step toward a more conscious and sustainable research path for the participants.
Today I completed my author’s course for early-career researchers and PhD students at our university.
We focused on things that are often missing from formal curricula: how to design a study that does not fall apart halfway, how to work with scholarly sources, and how to keep coherence between research questions, methods, and results.
I hope it became one small step toward a more conscious and sustainable research path for the participants.
