proomt

Search

Search posts, papers, and topics

All posts

Hacker News front page

Science Is Open Software

Related reading

  1. ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments

    ScienceIDE is a framework that turns existing scientific software repositories into programmable environments that agents can use for task generation, execution, and verification. Training on these environments yields LLMs (PhAI‑IDE series) that outperform baselines on scientific code repair and several general code‑reasoning benchmarks.

    Hugging Face Daily Papersarxiv.org2 minpaper
  2. A New Framework for Open Source AI

    Mozilla and partners published a paper proposing a layered, gradient openness framework for foundation models, defining openness for data, code, weights, docs, and deployment. The framework gives developers, regulators, and civil society a common language to evaluate openness and safety beyond a binary label.

    Mozilla Automation Teammozilla.org3 min
  3. ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

    ScienceBuddy is an interactive workspace that converts researcher prompts, feedback, and execution traces into continual‑learning tasks for AI agents. It introduces a "recursive‑in‑recursive" self‑improvement loop that alternates harness refinement and model training, and showcases case studies across four scientific task families.

    Hugging Face Daily Papersarxiv.org1 minpaperHN2
  4. Why client SDK generation belongs in the open

    Google partnered with Speakeasy to open‑source their OpenAPI‑based multi‑language SDK generator, covering Python, TypeScript, Go, Java, C#, PHP, and Ruby. The move replaces a now‑defunct proprietary generator, reduces maintenance overhead to ~1 engineer, and adds a CLI and documentation server generator under AGPLv3.

    Google Developersgoogleblog.com3 min