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Alvin Yang

AI 速递 2026-07-10

生成时间：2026/7/10 09:45:33（UTC: 2026-07-10T01:45:33.878Z）

论文精选

Section titled “论文精选”

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”

👍 71 · 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…

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Section titled “Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling”

👍 55 · arXiv

Scaling modern large language models (LLMs) to long contexts is limited by the quadratic computation cost, and poor length extrapolation of dense attention. Chunk-wise sparse attention offers a promis…

Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation

Section titled “Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation”

👍 45 · 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…

Gemma 4 Technical Report

Section titled “Gemma 4 Technical Report”

👍 40 · arXiv

We introduce Gemma 4, a new generation of open-weight, natively multimodal language models in the Gemma model family. Designed to advance compute efficiency and reasoning, the Gemma 4 model suite feat…

Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

Section titled “Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence”

👍 39 · 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…

版本更新

Section titled “版本更新”

LangChain langchain-fireworks==1.4.4

Section titled “LangChain langchain-fireworks==1.4.4”

Changes since langchain-fireworks==1.4.3

release(fireworks): 1.4.4 (#38753) fix(fireworks): report cached prompt token usage (#38751) chore(deps): refresh lockfiles (#38746) chore(model-profiles): re…

链接：https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.4.4

CrewAI 1.15.2

Section titled “CrewAI 1.15.2”

What’s Changed

Section titled “What’s Changed”

Features

Section titled “Features”
  • Pull latest LLM models dynamically in the crew wizard.
  • Support inline skill definitions.
  • Add generated Flow Definition authoring skill.
  • Support templated Flow a…

链接：https://github.com/crewAIInc/crewAI/releases/tag/1.15.2

开发者工具

Section titled “开发者工具”

OpenAI Codex CLI rust-v0.144.1

Section titled “OpenAI Codex CLI rust-v0.144.1”

Bug Fixes

Section titled “Bug Fixes”
  • Fixed standalone installs failing when GitHub returns compact or reordered release metadata. (#31913)
  • Ensured macOS package installs expose the code-mode host alongside the codex e…

链接：https://github.com/openai/codex/releases/tag/rust-v0.144.1

行业动态

Section titled “行业动态”

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: 1063

Comments:

Section titled “Comments:”

来源：Hacker News AI

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: 70

Comments: 39

Section titled “Comments: 39”

来源：Hacker News AI

AI content is everywhere on social media, especially LinkedIn

Section titled “AI content is everywhere on social media, especially LinkedIn”

Article URL: https://www.pangram.com/blog/ai-in-your-feed Comments URL: https://news.ycombinator.com/item?id=48847940 Points: 195

Comments: 167

Section titled “Comments: 167”

来源：Hacker News AI

Show HN: FableCut – A browser video editor AI agents can drive (zero deps)

Section titled “Show HN: FableCut – A browser video editor AI agents can drive (zero deps)”

Article URL: https://github.com/ronak-create/FableCut Comments URL: https://news.ycombinator.com/item?id=48845422 Points: 85

Comments: 58

Section titled “Comments: 58”

来源：Hacker News AI

AI changes the economics of software rewrites

Section titled “AI changes the economics of software rewrites”

Article URL: https://thetruthasiseeitnow.com/ai-slop-starts-with-the-codebase-itself/ Comments URL: https://news.ycombinator.com/item?id=48841446 Points: 99

Comments: 103

Section titled “Comments: 103”

来源：Hacker News AI

What’s slowing down the AI buildout

Section titled “What’s slowing down the AI buildout”

Article URL: https://www.worksinprogress.news/p/ai-is-bottlenecked-by-the-grid Comments URL: https://news.ycombinator.com/item?id=48840620 Points: 64

Comments: 151

Section titled “Comments: 151”

来源：Hacker News AI

I think I have LLM burnout

Section titled “I think I have LLM burnout”

Article URL: https://www.alecscollon.com/blog/llm-burnout/ Comments URL: https://news.ycombinator.com/item?id=48839984 Points: 382

Comments: 338

Section titled “Comments: 338”

来源：Hacker News AI

We made Grok 4.5, GPT-5.5, and Claude build the same apps

Section titled “We made Grok 4.5, GPT-5.5, and Claude build the same apps”

Article URL: https://www.tryai.dev/blog/grok-4.5-vs-gpt-5.5-vs-claude-build-off Comments URL: https://news.ycombinator.com/item?id=48838772 Points: 170

Comments: 91

Section titled “Comments: 91”

来源：Hacker News AI