AI 速递 2026-07-18

生成时间：2026/7/18 09:18:48（UTC: 2026-07-18T01:18:48.015Z）

论文精选

Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation

👍 122 · arXiv

We introduce Boogu-Image-0.1, an open-source unified multimodal understanding and generation model family, comprising Base, Turbo, Edit, and Edit-Turbo variants. It delivers competitive performance in…

VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

👍 108 · arXiv

Recent advances in video understanding have spanned motion, long video, and streaming interaction, driving this field toward real-world applications. Despite this progress, current open-source models …

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

👍 84 · arXiv

Reinforcement learning with verifiable rewards without human-annotated data, often referred to as zero RL, has emerged as a powerful paradigm for eliciting chain-of-thought reasoning. However, due to …

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

👍 67 · arXiv

Large language models are increasingly trained as interactive agents for long-horizon tasks involving multi-turn interaction, tool use, and environment feedback. Outcome-based reinforcement learning (…

KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill

👍 52 · arXiv

OpenClaw has emerged as a leading agent framework for complex task automation, yet it faces insufficient cross-platform GUI interaction support and a well-built self-evolution mechanism. These flaws l…

版本更新

OpenClaw v2026.7.2-beta.2

2026.7.2

Highlights

Remote coding sessions: run Control UI sessions on cloud workers, open Codex and Claude catalog sessions in terminals on their owning hosts, and resume OpenCode and …

链接：https://github.com/openclaw/openclaw/releases/tag/v2026.7.2-beta.2

LangChain langchain==1.3.14

Changes since langchain==1.3.13

release(langchain): 1.3.14 (#38883) fix(langchain): only retry retryable exceptions in ToolRetryMiddleware (#38845) feat(langchain): ToolErrorMiddleware (#38781)…

链接：https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.3.14

Ollama v0.32.1

What’s Changed

Improved Gemma 4 tool calling and multi-turn reasoning, including more reliable tool-response continuations
Fixed a recurrent MLX model cache leak that could increase memory us…

链接：https://github.com/ollama/ollama/releases/tag/v0.32.1

CrewAI 1.15.4

What’s Changed

Features

Promote Skills Repository out of experimental status

Documentation

Add Flows in Studio documentation

Contributors

@jessemiller, @joaomdmoura, @vinibrsl…

链接：https://github.com/crewAIInc/crewAI/releases/tag/1.15.4

开发者工具

OpenAI Codex CLI rust-v0.145.0-alpha.23

Release 0.145.0-alpha.23

…

链接：https://github.com/openai/codex/releases/tag/rust-v0.145.0-alpha.23

行业动态

Kaiser nurses say AI, workplace surveillance are making their jobs, care worse

Article URL: https://localnewsmatters.org/2026/07/15/kaiser-nurses-say-ai-workplace-surveillance-are-making-their-jobs-and-patient-care-worse/ Comments URL: https://news.ycombinator.com/item?id=48952880 Points: 247

Comments: 146

来源：Hacker News AI

Everybody’s Weirded Out by AI–Except the People Who Foist It on Us

Article URL: https://newrepublic.com/article/213004/everybody-weirded-ai-except-people-foist-us Comments URL: https://news.ycombinator.com/item?id=48952445 Points: 59

Comments: 60

来源：Hacker News AI

Ask HN: Did Fable disappear from your Claude usage and requires credits now?

Looks like it happened. I actually assumed they would just enable it for all today, considering the Sol and Kimmi releases this past week. They doubled down instead.EDIT: Was an outage, they just fixed it (https://status.claude.com/)

Comments URL: https://news.ycombinator.com/item?id=48950477 Point

来源：Hacker News AI