AI 速递 2026-07-12
生成时间：2026/7/12 09:26:55（UTC: 2026-07-12T01:26:55.380Z）
Vidu S1: A Real-Time Interactive Video Generation Model
Section titled “Vidu S1: A Real-Time Interactive Video Generation Model”👍 117 · arXiv
We introduce Vidu S1, a real-time interactive video generation model supporting voice control of digital characters. Users can control video generation content at any moment through voice instructions…
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning
Section titled “Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning”👍 83 · arXiv
Structure-property relationships are foundational to biology, chemistry and materials science, where function, reactivity and physical response emerge from spatial, chemical and periodic organization…
Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation
Section titled “Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation”👍 51 · arXiv
Mainstream Vision-Language-Action (VLA) models predict actions primarily from the current observation under a Markovian assumption, thus struggling with long-horizon, temporally dependent tasks. Exist…
Video-Oasis: Rethinking Evaluation of Video Understanding
Section titled “Video-Oasis: Rethinking Evaluation of Video Understanding”👍 50 · arXiv
The inherent complexity of video understanding makes it difficult to determine whether Video-LLM benchmark performance stems from visual perception, linguistic reasoning, or knowledge priors. While ma…
Why Can’t I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition
Section titled “Why Can’t I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition”👍 47 · arXiv
Zero-Shot Compositional Action Recognition (ZS-CAR) requires recognizing novel verb-object combinations composed of previously observed primitives. In this work, we tackle a key failure mode: models p…
OpenClaw v2026.7.1-beta.5
Section titled “OpenClaw v2026.7.1-beta.5”2026.7.1
Section titled “2026.7.1”Highlights
Section titled “Highlights”- Conversational onboarding: Crestodian now runs a real agent-loop setup across the CLI, web install, and macOS app, with AI-guided provider setup, model-judged approv…
链接：https://github.com/openclaw/openclaw/releases/tag/v2026.7.1-beta.5
LangChain langchain==1.3.13
Section titled “LangChain langchain==1.3.13”Changes since langchain==1.3.12
release(langchain): 1.3.13 (#38787)
feat(langchain): add meta extra and support langchain-meta in init_chat_model (#38786)
feat(openai): support explicit prompt cach…
链接：https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.3.13
vLLM v0.25.0
Section titled “vLLM v0.25.0”vLLM v0.25.0 Release Notes
Section titled “vLLM v0.25.0 Release Notes”Highlights
Section titled “Highlights”This release features 558 commits from 232 contributors (64 new)!
- Model Runner V2 is now the default for all dense models (#44443). Building o…
链接：https://github.com/vllm-project/vllm/releases/tag/v0.25.0
Ollama v0.32.0-rc0
Section titled “Ollama v0.32.0-rc0”What’s Changed
Section titled “What’s Changed”- create: select the qwen3.5 parser and renderer for Qwen3.5/Next by @jessegross in https://github.com/ollama/ollama/pull/17078
- launch: warn before old agent models by @ParthSare…
链接：https://github.com/ollama/ollama/releases/tag/v0.32.0-rc0
MCP Servers 2026.7.10
Section titled “MCP Servers 2026.7.10”Release : v2026.7.10
Section titled “Release : v2026.7.10”Updated packages
Section titled “Updated packages”- @modelcontextprotocol/server-filesystem@2026.7.10
- mcp-server-time@2026.7.10
- mcp-server-fetch@2026.7.10
- mcp-server-git@2026.7.10 …
链接：https://github.com/modelcontextprotocol/servers/releases/tag/2026.7.10
OpenAI Codex CLI rust-v0.145.0-alpha.4
Section titled “OpenAI Codex CLI rust-v0.145.0-alpha.4”Release 0.145.0-alpha.4
…
链接：https://github.com/openai/codex/releases/tag/rust-v0.145.0-alpha.4
OpenAI bets on families as ChatGPT goes deeper into households
Section titled “OpenAI bets on families as ChatGPT goes deeper into households”ChatGPT is hiring a dedicated product manager to build experiences for families, caregivers, and older adults, according to a job posting.
Meta removes controversial AI feature on Instagram after backlash
Section titled “Meta removes controversial AI feature on Instagram after backlash”“Our intent was to provide a useful creative tool and to give people control over whether their public content could be referenced in this way,” the company said in a blog post. “We’ve heard the feedback that this feature missed the mark, so it’s no longer available.”
Apple sues OpenAI over alleged trade secret theft
Section titled “Apple sues OpenAI over alleged trade secret theft”Apple alleges the misconduct was directed by OpenAI’s senior leadership, including a longtime former employee.
Open source AI matters more than ever, according to Hugging Face’s Clem Delangue
Section titled “Open source AI matters more than ever, according to Hugging Face’s Clem Delangue”Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and download open models and datasets, now used by roughly half the Fortune 500. Delangue has seen the same st
SK Hynix raises $26.5B in the biggest foreign IPO in US history, is urged to build new US fabs
Section titled “SK Hynix raises $26.5B in the biggest foreign IPO in US history, is urged to build new US fabs”The AI chip boom just produced its biggest Wall Street moment yet. Now SK Hynix and Samsung are being asked to build U.S. factories.
Hugging Face’s CEO on why companies are done renting their AI
Section titled “Hugging Face’s CEO on why companies are done renting their AI”Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and download open models and datasets, now used by roughly half the Fortune 500. Delangue has seen the same st
OpenAI says GPT 5.6 is the ‘preferred model’ for Microsoft Copilot 365 amid breakup chatter
Section titled “OpenAI says GPT 5.6 is the ‘preferred model’ for Microsoft Copilot 365 amid breakup chatter”OpenAI’s new family of models will continue to power Microsoft’s suite of workplace and productivity apps.
Fidji Simo steps down from OpenAI’s No. 2 role
Section titled “Fidji Simo steps down from OpenAI’s No. 2 role”OpenAI’s No. 2 executive, Fidji Simo, is stepping down from her full-time role after her medical leave proved longer than expected — a leadership vacuum that comes at a tricky time as the company eyes a possible IPO and races to catch Anthropic in the enterprise market.