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infrastructure#agent👥 CommunityAnalyzed: Jan 16, 2026 04:31

Gambit: Open-Source Agent Harness Powers Reliable AI Agents

Published:Jan 16, 2026 00:13
1 min read
Hacker News

Analysis

Gambit introduces a groundbreaking open-source agent harness designed to streamline the development of reliable AI agents. By inverting the traditional LLM pipeline and offering features like self-contained agent descriptions and automatic evaluations, Gambit promises to revolutionize agent orchestration. This exciting development makes building sophisticated AI applications more accessible and efficient.
Reference

“Essentially you describe each agent in either a self contained markdown file, or as a typescript program.”

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Physics#Nuclear Physics, Halo Nuclei🔬 ResearchAnalyzed: Jan 3, 2026 19:24

Halo Formation in Heavy Sodium Isotopes and Orbit Inversion

Published:Dec 28, 2025 14:49
1 min read
ArXiv

Analysis

This paper investigates the impact of inverting the p and f shell-model orbits on the formation of halo structures in neutron-rich sodium isotopes. It uses theoretical models to explore the phenomenon, focusing on isotopes like 34, 37, and 39Na. The research is significant because it contributes to our understanding of nuclear structure, particularly in exotic nuclei, and how shell structure influences halo formation. The study also suggests a method (electric dipole response) to experimentally probe these structures.
Reference

“The halo formation is driven by the weakening of the shell gap and inversion of the 2p3/2 and 1f7/2 orbits.”

PermalinkArXiv
Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 07:01

ProEdit: Inversion-based Editing From Prompts Done Right

Published:Dec 26, 2025 18:59
1 min read
ArXiv

Analysis

This article likely discusses a new method, ProEdit, for editing text generated by large language models (LLMs). The core concept revolves around 'inversion-based editing,' suggesting a technique to modify the output of an LLM by inverting or manipulating its internal representations. The phrase 'Done Right' in the title implies the authors believe their approach is superior to existing methods. The source, ArXiv, indicates this is a research paper.

Key Takeaways

    Reference

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    PermalinkArXiv