CodeGen News for 2025-01-07
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
Can ChatGPT implement finite element models for geotechnical engineering applications? - academic text by Taegu Kim, Tae Sup Yun and Hyoung Suk Suh. (04.01.2025)
Beyond DoS: How Unbounded Consumption is Reshaping LLM Security - article by promptfoo.dev. (31.12.2024)
Effective LLM-Driven Code Generation with Pythoness - academic text by Kyla H. Levin, Kyle Gwilt, Emery D. Berger and Stephen N. Freund. (03.01.2025)
Reading materials
o3 model excels in math, science, and ethical AI reasoning. (23.12.2024)
A cubicle for a non-human Java/Maven software engineer - article by Pavel Vlasov. (23.12.2024)
How Well Do LLMs Generate Code for Different Application Domains? Benchmark and Evaluation- academic text by Dewu Zheng, Yanlin Wang, Ensheng Shi, Hongyu Zhang and Zibin Zheng. (24.12.2024)
IMTP: Search-based Code Generation for In-memory Tensor Programs - academic text by Yongwon Shin, Dookyung Kang and Hyojin Sung. (27.12.2024)
Smaller LLM AI models for Java code - article by Maurizio Farina. (27.12.2024)
The Evolution of Code Refactoring Tools: Harnessing AI for Efficiency - article by Marin Levrel. (28.12.2024)
The Impact of Prompt Programming on Function-Level Code Generation - academic text by Ranim Khojah, Francisco Gomes de Oliveira Neto, Mazen Mohamad and Philipp Leitner. (29.12.2024)
Beyond DoS: How Unbounded Consumption is Reshaping LLM Security - article by promptfoo.dev. (31.12.2024)
Prompt Engineering vs Traditional Programming: Key Differences - article by Latitude. (01.01.2025)
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings - academic text by Shanghaoran Quan, Jiaxi Yang, Bowen Yu, Bo Zheng, Dayiheng Liu, An Yang, Xuancheng Ren, Bofei Gao, Yibo Miao, Yunlong Feng, Zekun Wang, Jian Yang, Zeyu Cui, Yang Fan, Yichang Zhang, Binyuan Hui and Junyang Lin. (03.01.2025)
Effective LLM-Driven Code Generation with Pythoness - academic text by Kyla H. Levin, Kyle Gwilt, Emery D. Berger and Stephen N. Freund. (03.01.2025)
Can ChatGPT implement finite element models for geotechnical engineering applications? - academic text by Taegu Kim, Tae Sup Yun and Hyoung Suk Suh. (04.01.2025)
Common LLM Prompt Engineering Challenges and Solutions - article by Latitude. (06.01.2025)
Watching materials
Build and deploy a markdown conversion app with Replit - no code required. (23.12.2024)
Anthropic’s Blueprint for Building Lean, Powerful AI Agents. (01.01.2024)
o3: Pushing the boundaries of AGI (and of coding). (01.01.2024)
Cursor AI The Cheat Sheet Tutorial. (03.01.2025)
Multi Agents AI: Simple Code w/ Smolagents. (03.01.2025)
Sedimentary Groove: Gen Art coding and project review in p5js. (05.01.2025)
Listening materials
OECD Podcast episode - Erik Brynjolfsson on the disruptive power of machine learning. (03.01.2025)
Updates from codegen projects
Expanding Access to the GitHub Copilot Workspace Technical Preview. (30.12.2024)
Cursor - Character Prefix Conditioning. (06.01.2025)
Copilot Workspace Changelog. (06.01.2024)
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