CodeGen News for 2025-01-20
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
Google Research Unveils "Transformers 2.0" aka TITANS. (20.01.2025)
o1 isn’t a chat model (and that’s the point) - article by Ben Hylak and swyx & Alessio. (12.01.2025)
New Codestral 25.01 sets FIM performance benchmark in AI coding. (13.01.2025)
Reading materials
o1 isn’t a chat model (and that’s the point) - article by Ben Hylak and swyx & Alessio. (12.01.2025)
Code Generation for Cryptographic Kernels using Multi-word Modular Arithmetic on GPU - acdemic text by Naifeng Zhang and Franz Franchetti. (13.01.2025)
Don't use cosine similarity carelessly - article by Piotr Migdał. (14.01.2025)
CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation - academic text by Ruwei Pan, Hongyu Zhang and Chao Liu. (14.01.2025)
Unveiling Provider Bias in Large Language Models for Code Generation - academic text by Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Chao Shen and Yang Liu. (14.01.2025)
Leveraging Metamemory Mechanisms for Enhanced Data-Free Code Generation in LLMs - academic text by Shuai Wang, Liang Ding, Yibing Zhan, Yong Luo, Zheng He and Dapeng Tao. (14.01.2025)
Building Smarter Code: How LLMs Bring Context-Aware Intelligence to IDEs - article by Balaji Thadagam Kandavel. (14.01.2025)
CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation - academic text by Jinjun Peng, Leyi Cui, Kele Huang, Junfeng Yang and Baishakhi Ray. (14.01.2025)
Automated Quantum Chemistry Code Generation with the p†q Package - academic text by Marcus D. Liebenthal, Stephen H. Yuwono, Lauren N. Koulias, Run R. Li, Nicholas C. Rubin and A. Eugene DePrince III. (15.01.2025)
How to Red Team a LangChain Application - article by promptfoo.dev. (18.01.2025)
Watching materials
Google Research Unveils "Transformers 2.0" aka TITANS. (20.01.2025)
Microsoft Azure AI Fundamentals: Generative AI pt 1 - Fundamentals of Generative AI. (16.01.2025)
Developer Coaching: Boost Developer Productivity with Oracle Autonomous Database and Generative AI. (16.01.2025)
Webinar: National Academies Report on Artificial Intelligence & The Future of Work. (17.01.2025)
The Power of Generative AI for Code Quality | WalkingTree Technologies. (17.01.2025)
Listening materials
The TWIML AI Podcast episode - Evolving MLOps Platforms for Generative AI and Agents with Abhijit Bose - 714. (14.01.2025)
Generative AI Podcast - Generative AI Podcast #14 - Code Llama: Open Foundation Models for Code. (16.01.2025)
Machine Learning and Workforce Implications. (16.01.2025)
Updates from codegen projects
Anthropic achieves ISO 42001 certification for responsible AI. (13.01.2025)
New Codestral 25.01 sets FIM performance benchmark in AI coding. (13.01.2025)
Latitude - Scalability Testing for LLMs: Key Metrics. (13.01.2025)
Latitude - Guide to Monitoring LLMs with OpenTelemetry. (15.01.2025)
Cursor - Series B and Automating Code. (16.01.2025)
Copilot Workspace Updates: improved navigation and file management. (17.01.2025)
Latitude - Prompt Rollback in Production Systems. (18.01.2025)
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