AI 速递 2026-07-11
生成时间：2026/7/11 09:24:58（UTC: 2026-07-11T01:24:58.742Z）
Vidu S1: A Real-Time Interactive Video Generation Model
Section titled “Vidu S1: A Real-Time Interactive Video Generation Model”👍 108 · 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”👍 77 · 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”👍 50 · 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”👍 43 · 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…
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence
Section titled “Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence”👍 43 · arXiv
Despite the recent promise in robot control, video generative models suffer from a domain mismatch due to their primary focus on content creation. For example, their design inherently prioritizes visu…
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
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
GPT-5.6, Grok 4.5, Claude, and Muse Spark build the same 4 apps
Section titled “GPT-5.6, Grok 4.5, Claude, and Muse Spark build the same 4 apps”Article URL: https://www.tryai.dev/blog/gpt-5.6-build-off-12-models Comments URL: https://news.ycombinator.com/item?id=48865093 Points: 134
Comments: 78
Section titled “Comments: 78”How the terrorist group Boko Haram uses frontier AI
Section titled “How the terrorist group Boko Haram uses frontier AI”Article URL: https://casp.ac/reports/ai-enabled-terrorism Comments URL: https://news.ycombinator.com/item?id=48863707 Points: 176
Comments: 147
Section titled “Comments: 147”GPT-5.6 Sol Ultra produces proof of the Cycle Double Cover Conjecture [pdf]
Section titled “GPT-5.6 Sol Ultra produces proof of the Cycle Double Cover Conjecture [pdf]”https://x.com/__eknight__/status/2075643450196971805, https://xcancel.com/__eknight__/status/2075643450196971805Prompt: https://cdn.openai.com/pdf/04d1d1e4-bc75-476a-97cf-49055cd98…
Comments URL: https://news.ycombinator.com/item?id=48863490 Points: 342
Comments: 275
Section titled “Comments: 275”AI-generated videos to maximally drive a target brain region
Section titled “AI-generated videos to maximally drive a target brain region”Article URL: https://nevo-project.epfl.ch/ Comments URL: https://news.ycombinator.com/item?id=48856904 Points: 266
Comments: 222
Section titled “Comments: 222”Building a real-time AI tutor for 5-year-olds
Section titled “Building a real-time AI tutor for 5-year-olds”Hey HN! We’ve spent the good part of this past year building an AI tutor that teaches kids ages 4-9 reading, math, ESL and more. Getting an AI tutor to effectively teach a child turns out to be a really hard technical challenge, this took getting the underlying architecture right.Our tutor steers th
Show HN: Reviving my 2001 college band with AI
Section titled “Show HN: Reviving my 2001 college band with AI”25 years ago, I joined a band called Fading Maize at Ripon College in Wisconsin. We did what we could with what we had. We recorded 3 albums over the next 3 years and played at as many bars and coffee shops as we could. We built a website with Microsoft Frontpage. Then we went our separate ways, got
GPT-5.6
Section titled “GPT-5.6”https://deploymentsafety.openai.com/gpt-5-6/gpt-5-6.pdfhttps://developers.openai.com/api/docs/guides/latest-modelhttps://x.com/levie/status/2075287443411222628, https://xcancel.com/levie/status/2075287443411222628
Comments URL: https://news.ycombinator.com/item?id=48849066 Points: 1517
Comments:
Section titled “Comments:”AI 2040: Plan A
Section titled “AI 2040: Plan A”Article URL: https://ai-2040.com/ Comments URL: https://news.ycombinator.com/item?id=48848425 Points: 140