Awesome List Updates on Sep 04, 2025

9 awesome lists updated today.

1. Awesome Cl

September 2025 : Polars launches Polars Cloud and a Distributed Engine in Open Beta.

The future of open human feedback - Nature Machine Intelligence, 2025. [All Versions]. Human feedback on conversations with language models is central to how these systems learn about the world, improve their capabilities and are steered towards desirable and safe behaviours. However, this feedback is mostly collected by frontier artificial intelligence labs and kept behind closed doors. This work brings together interdisciplinary experts to assess the opportunities and challenges to realizing an open ecosystem of human feedback for artificial intelligence. The authors first look for successful practices in the peer-production, open-source and citizen-science communities. The authors then characterize the main challenges for open human feedback. For each, the authors survey current approaches and offer recommendations. The authors end by envisioning the components needed to underpin a sustainable and open human feedback ecosystem. In the centre of this ecosystem are mutually beneficial feedback loops, between users and specialized models, incentivizing a diverse stakeholder community of model trainers and feedback providers to support a general open feedback pool.

cartesiancs/vessel (⭐218) - C2 (Command & Control) software for orchestrating physical devices.

Shipfox - Run your GitHub actions 2x faster, 3.000 build minutes free each month.

Paper Templates for GitHub Pages (⭐1) - Markdown-based templates for papers and RESUME/CVs, publishing with GitHub Pages.

auto-cenv (⭐0) - Automatically activates the conda environment when entering the project folder.

databricks (⭐2) - Enhanced Databricks CLI integration for Zsh with convenient aliases and profile management.

prompt-watcher (⭐0) - Automatically updates your prompt when git status changes, using fswatch to monitor repository files in real-time.

EuclidHL - An AI assistant with expertise in your city’s zoning code and plans. Residents and other civic stakeholders can use EuclidHL to get accurate and timely information about planning and zoning in their community. Technology Division webinar on the topic here.