今日必看

Our decision on Cursor following its acquisition by SpaceX

Our decision to wind down our contract providing OpenAI models to Cursor following its acquisition by SpaceX.

PEARL：路径-实体对齐的归纳知识图谱

上下文子图做归纳关系学习。

PGPO：多轮 Agent 的势能引导策略

势能引导的策略优化，打多轮 agent 任务。

PRs NOT Welcome: How Top AI Open Source Projects Are Managing Thousands of Contributors

GitHub invented pull requests, and for 18 years they have been open by default. But now some of the top AI-native open source projects are shutting PRs off , because they’ve found

Pacman AI 毫秒级控核聚变

框架在毫秒级做关键决策。

Palo Alto Networks paid $500M for Thrive-backed Console, sources say

The acquisition also leaves Sequoia-backed Serval as the de facto startup leader in AI IT service automation, industry watchers believe.

Pangram 成了 AI 检测金标准？该信吗

Pangram’s Max Spero on why AI detection is harder than ‘Real or Fake’

The internet has a trust problem, and it’s not just because social media feeds are filling up with AI slop. AI-generated text and images are now making their way into job applicati

PaperCompiler: Faithful Paper-to-Code Generation via Repository-Level Specification Compilation

Faithfully translating research papers into repository-level implementations remains challenging because papers often describe methods at a high level, leave implementation assumpt

PaperCompiler：论文到代码

仓库级规格编译，求忠实的 paper-to-code。

Passport 恢复出厂固件

扫码把链接拷到电脑，Chrome/Edge + Type-C 刷回官方固件。

PhoenixNest-Video：有证据的视频干预

多模态 agent 做自动视频干预，强调证据。

Poisson Disk Sampling

Polimill builds Japan's next-generation public AI infrastructure

Polimill uses OpenAI GPT models and Codex to help municipalities search and use administrative knowledge while accelerating development.

Pollen × Hugging Face Microduck：399 美元 RL 双足

技术媒体拆解 Microduck：开源、强化学习训练步态、消费级价格，面向开发者与爱好者。

Post-Training Language Models for Gold-Medal Performance in Coding Competitions

Competitive programming has become a key test of large language model reasoning, with international competitions such as IOI and ICPC representing its most challenging settings. We

Post-Training Language Models for Gold-Medal Performance in Coding Competitions

Competitive programming has become a key test of large language model reasoning, with international competitions such as IOI and ICPC representing its most challenging settings. We

Proactive cyber defense for governments and enterprises

ProbeMatchDTI: Probe-Driven Multi-Scale Biochemical Pattern Matching for Drug-Target Interaction Prediction

Drug-target interaction (DTI) prediction is an important task in AI-driven drug discovery. Although recent biochemical representation learning methods have improved DTI prediction,

Proper Scoring Rules Shape LLM Forecasting

Protests against AI data centers play into China's hands, Trump says

President Trump has pushed back hard against growing opposition to AI data centers across the US. The article Protests against AI data centers play into China's hands, Trump says a

Protocols for People: AI, the Internet and the IETF

Python 3.15.0 candidate 2 is here!

Python 3.15.0 candidate 2 is here! Hugo van Kemenade (release manager for Python 3.14 and 3.15) announces the final release candidate for Python 3.15, scheduled for release in Octo

Qantas Airbus A380 engine failure in 2010 (2023)