stuffinsider

FuseReg proposes regularizing layer fusion to mitigate the reconstruction-generation gap in representation autoencoders, topping HuggingFace daily papers at 112 upvotes. It addresses a known failure mode in latent representation models.

HuggingFace

InternW0-Delta Releases World Action Model With 20K+ Hours Open Data

2 min

InternW0-Δ is a world action model bridging predictive dynamics and action, trained with over 20,000 hours of open data. It targets embodied and world-model research from Shanghai AI Lab's InternLM line.

TensorFold Launches Exact LLM Decoding on Apple Silicon via MLX

TensorFold provides fast, exact LLM decoding on Apple Silicon using MLX, exposed behind an OpenAI-compatible endpoint. It gained 160 stars in a day.

NVIDIA OpenShell Sandbox Enforces Runtime Limits for Open Agents

NVIDIA released OpenShell, an open-source sandbox enforcing real runtime limits for local and open agents rather than relying on prompt-based rules. Over 100 firms reportedly joined the safety stack; OpenAI did not participate.

Microsoft SkillOpt Trains Reusable Skills for Frozen LLM Agents

SkillOpt is a text-space optimizer that improves frozen LLM agents via trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts. It enables capability improvements without model fine-tuning.

OpenRig Multi-Agent Harness Runs Claude Code and Codex Together

Sep 27, 2026

OpenRig is a multi-agent harness that runs Anthropic's Claude Code and OpenAI's Codex together as one system, gaining 114 stars today.

Microsoft Data Formulator: AI Interactive Data Analysis Tool

Sep 27, 2026

Data Formulator is an open-source interactive AI system from Microsoft for connecting, exploring, and visualizing data. It gained 111 stars today.

HackerNews

dbt Labs Ships Reverb ASR+Diarization for Long-Form Audio

Sep 26, 2026

A Show HN post claims Reverb ASR+Diarization is the best open-source ASR for long-form audio with speaker diarization. The post received 12 points.

mobile-next Releases MCP Server for iOS and Android Automation

Sep 26, 2026

mobile-next released mobile-mcp, a Model Context Protocol server enabling automation and scraping on iOS, Android, emulators, simulators, and real devices. It gained 143 stars in a day.

Paperclip Tops GitHub Trending as Open-Source Agent Management App

Sep 26, 2026