AI 速递 2026-07-27
生成时间：2026/7/27 09:47:59（UTC: 2026-07-27T01:47:59.512Z）
AREX: Towards a Recursively Self-Improving Agent for Deep Research
Section titled “AREX: Towards a Recursively Self-Improving Agent for Deep Research”👍 140 · arXiv
Deep research requires agents to find answers that jointly satisfy multiple constraints. Discovering such answers is costly, whereas verifying a candidate can often be decomposed into tractable constr…
SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
Section titled “SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD”👍 58 · arXiv
Full-parameter post-training of trillion-parameter-scale MoE models introduces substantial system-level challenges for large-scale distributed training, including severe memory pressure, non-overlappe…
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
Section titled “K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs”👍 57 · arXiv
Large language models are increasingly used in K-12 education, but existing benchmarks mainly test exam question answering rather than understanding how curriculum knowledge is structured and visually…
ReferTrack: Referring Then Tracking for Embodied Visual Tracking
Section titled “ReferTrack: Referring Then Tracking for Embodied Visual Tracking”👍 49 · arXiv
Embodied visual tracking (EVT) requires a mobile agent to continuously follow a specific target described in natural language using only onboard vision. While recent vision-language-action (VLA) polic…
Visual Contrastive Self-Distillation
Section titled “Visual Contrastive Self-Distillation”👍 43 · arXiv
On-policy self-distillation (OPSD) is promising as it removes the external teacher required by on-policy distillation (OPD), yet it still needs asymmetric information between teacher and student to en…
vLLM v0.26.0
Section titled “vLLM v0.26.0”vLLM v0.26.0 Release Notes
Section titled “vLLM v0.26.0 Release Notes”Highlights
Section titled “Highlights”This release features 411 commits from 212 contributors (61 new)!
- New Inkling model family with a full support stack: base modeling (#48799), …
链接：https://github.com/vllm-project/vllm/releases/tag/v0.26.0
Ollama v0.32.5-rc0
Section titled “Ollama v0.32.5-rc0”What’s Changed
Section titled “What’s Changed”- mlx update by @dhiltgen in https://github.com/ollama/ollama/pull/17397
Full Changelog: https://github.com/ollama/ollama/compare/v0.32.4…v0.32.5-rc0…
链接：https://github.com/ollama/ollama/releases/tag/v0.32.5-rc0
CrewAI 1.15.7
Section titled “CrewAI 1.15.7”What’s Changed
Section titled “What’s Changed”Bug Fixes
Section titled “Bug Fixes”- Resolve registry skills through the runtime’s CrewAI+ client
- Recover from the GPT-5.6 tools + reasoning_effort 400
- Make tool calling work on the Responses API pa…
链接：https://github.com/crewAIInc/crewAI/releases/tag/1.15.7
OpenAI Codex CLI rust-v0.146.0-alpha.10.1
Section titled “OpenAI Codex CLI rust-v0.146.0-alpha.10.1”Release 0.146.0-alpha.10.1
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链接：https://github.com/openai/codex/releases/tag/rust-v0.146.0-alpha.10.1
Are brain waves the next unlock for physical AI?
Section titled “Are brain waves the next unlock for physical AI?”Forget YouTube videos—frontier physical AI models need multiple camera angles, dense annotation, and soon, brain wave readings.
Making sense of the panic over Chinese AI
Section titled “Making sense of the panic over Chinese AI”On the latest episode of Equity, we discussed why Moonshot AI’s Kimi seemed to panic Silicon Valley and Wall Street.
Hugging Face CEO calls for ‘radical transparency’ after ‘unprecedented’ OpenAI hack
Section titled “Hugging Face CEO calls for ‘radical transparency’ after ‘unprecedented’ OpenAI hack”“The first autonomous agent cyberattack is an unprecedented event. It deserves an unprecedented response!”
Monday.com is the latest tech company to blame AI for layoffs — here are 20 others
Section titled “Monday.com is the latest tech company to blame AI for layoffs — here are 20 others”A running look — in reverse chronological order — at the bigger tech companies that have announced significant layoffs this year with AI as a stated factor.
Librarians are hosting viral ‘Avoiding AI’ workshops for people who are fed up with Big Tech
Section titled “Librarians are hosting viral ‘Avoiding AI’ workshops for people who are fed up with Big Tech”At libraries around the country, “Avoiding AI” workshops have elicited unprecedented demand.
One fallen power line exposed a growing AI data center problem. Here’s how to fix it.
Section titled “One fallen power line exposed a growing AI data center problem. Here’s how to fix it.”A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here’s how to fix the problem.
I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else
Section titled “I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else”OpenAI’s fancy new AI keypad will be a lot of fun for some, while many others are probably not going to touch it.
Prentis, new AI lab co-founded by Reid Hoffman, Mark Pincus in talks to raise $100M
Section titled “Prentis, new AI lab co-founded by Reid Hoffman, Mark Pincus in talks to raise $100M”The neolab is betting that automating routine computer tasks will soon outpace coding as AI’s biggest use case.