AI 速递 2026-07-13
生成时间：2026/7/13 09:28:02（UTC: 2026-07-13T01:28:02.016Z）
Vidu S1: A Real-Time Interactive Video Generation Model
Section titled “Vidu S1: A Real-Time Interactive Video Generation Model”👍 122 · 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”👍 84 · 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…
Video-Oasis: Rethinking Evaluation of Video Understanding
Section titled “Video-Oasis: Rethinking Evaluation of Video Understanding”👍 55 · 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…
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…
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence
Section titled “Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence”👍 49 · 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…
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
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
Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k
Section titled “Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k”This started based off of a hunch. We usually use OpenCode, but were ‘forced’ to use Claude Code for a while due to issues with Meridian. In that time, we saw the usage meter rise much, much more quickly than when using OpenCode.This was the initial anecdotal evidence, but we undertook this small st
Migrating a production AI agent to GPT-5.6: 2.2x faster, 27% cheaper
Section titled “Migrating a production AI agent to GPT-5.6: 2.2x faster, 27% cheaper”Article URL: https://ploy.ai/blog/migrating-a-production-ai-agent-to-gpt-5-6 Comments URL: https://news.ycombinator.com/item?id=48882716 Points: 132
Comments: 46
Section titled “Comments: 46”AI boosts research careers but narrow the span of ideas explored: study
Section titled “AI boosts research careers but narrow the span of ideas explored: study”Article URL: https://spectrum.ieee.org/ai-science-research-flattens-discovery Comments URL: https://news.ycombinator.com/item?id=48881043 Points: 137
Comments: 100
Section titled “Comments: 100”Show HN: Mindwalk – Replay coding-agent sessions on a 3D map of your codebase
Section titled “Show HN: Mindwalk – Replay coding-agent sessions on a 3D map of your codebase”Article URL: https://github.com/cosmtrek/mindwalk Comments URL: https://news.ycombinator.com/item?id=48878682 Points: 149
Comments: 62
Section titled “Comments: 62”Mesh LLM: distributed AI computing on iroh
Section titled “Mesh LLM: distributed AI computing on iroh”Article URL: https://www.iroh.computer/blog/mesh-llm Comments URL: https://news.ycombinator.com/item?id=48876505 Points: 334
Comments: 79
Section titled “Comments: 79”Stop Telling Me to Ask an LLM
Section titled “Stop Telling Me to Ask an LLM”Article URL: https://blog.yaelwrites.com/stop-telling-me-to-ask-an-llm/ Comments URL: https://news.ycombinator.com/item?id=48876441 Points: 192
Comments: 113
Section titled “Comments: 113”AI 2040 and the cult of intelligence
Section titled “AI 2040 and the cult of intelligence”Article URL: https://geohot.github.io//blog/jekyll/update/2026/07/11/ai-2040.html Comments URL: https://news.ycombinator.com/item?id=48874200 Points: 220
Comments: 261
Section titled “Comments: 261”Reverse centaurs are the answer to the AI paradox (2025)
Section titled “Reverse centaurs are the answer to the AI paradox (2025)”Article URL: https://pluralistic.net/2025/09/11/vulgar-thatcherism/#there-is-an-alternative Comments URL: https://news.ycombinator.com/item?id=48873855 Points: 107