Tamay Besiroglu
- Will we run out of data? Limits of LLM scaling based on human-generated data
2022/10/26 by Pablo Villalobos, Anson Ho, Villalobos, Pablo +9 · 14 voices · 47 citations
Computer Science · #Topic Modeling
- Chinchilla Scaling: A replication attempt
2024/04/15 by Tamay Besiroglu, Besiroglu, Tamay, Ege Erdil +5 · 5 voices · 13 citations
Agricultural and Biological Sciences · #GABA and Rice Research
- FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
2024/11/07 by Elliot Glazer, Ege Erdil, Glazer, Elliot +47 · 16 voices · 53 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #AI-based Problem Solving and Planning
- Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
2020/04/15 by Miles Brundage, Shahar Avin, Brundage, Miles +115 · 2 voices · 21 citations
#cs.CY
- Algorithmic progress in language models
2024/03/09 by Anson Ho, Ho, Anson, Tamay Besiroglu +15 · 4 voices · 7 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
- The rising costs of training frontier AI models
2024/05/31 by Ben Cottier, Cottier, Ben, Robi Rahman +9 · 1 voice · 20 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Machine Learning in Healthcare #cs.CY
- Inferring the effectiveness of government interventions against COVID-19
2020/12/16 by Jan Brauner, Sören Mindermann, Mrinank Sharma +16 · 14 citations
Economics, Econometrics and Finance · Mathematics · Psychology · #COVID-19 Pandemic Impacts #COVID-19 and Mental Health #COVID-19 epidemiological studies
- International AI Safety Report
2025/01/29 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +180 · 17 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Compute Divide in Machine Learning: A Threat to Academic Contribution and Scrutiny?
2024/01/04 by Tamay Besiroglu, Besiroglu, Tamay, Sage Andrus Bergerson +9 · 6 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Scientific Computing and Data Management
- Machine Learning Model Sizes and the Parameter Gap
2022/07/05 by Pablo Villalobos, Jaime Sevilla, Villalobos, Pablo +9 · 4 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI)
- Algorithmic progress in computer vision
2022/12/10 by Ege Erdil, Tamay Besiroglu, Erdil, Ege +1 · 3 citations
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
- Limits to the Energy Efficiency of CMOS Microprocessors
2023/12/14 by Anson Ho, Ege Erdil, Ho, Anson +3 · 3 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques
- Economic impacts of AI-augmented R&D
2022/12/15 by Tamay Besiroglu, Nicholas Emery-Xu, Besiroglu, Tamay +3 · 2 citations
Economics, Econometrics and Finance · #FOS: Economics and business #General Economics (econ.GN) #Innovation Policy and R&D
- Explosive growth from AI automation: A review of the arguments
2023/09/20 by Ege Erdil, Erdil, Ege, Tamay Besiroglu +1 · 2 voices
Economics, Econometrics and Finance · Social Sciences · #FOS: Economics and business #General Economics (econ.GN) #Insurance, Mortality, Demography, Risk Management #econ.GN
- Estimating Idea Production: A Methodological Survey
2024/05/17 by Ege Erdil, Tamay Besiroglu, Erdil, Ege +3 · 1 citation
Business, Management and Accounting · Social Sciences · #Cultural Industries and Urban Development #Entrepreneurship Studies and Influences #FOS: Economics and business #General Economics (econ.GN)