【AI日报】2026-05-24

追踪

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[01]Cursor AI

- Cursor 在代码编辑体验上做了精细化打磨，包括智能自动补全、括号处理、快捷键设计和自带模型支持，已成为开发者付费使用最有价值的 AI 工具之一。

- Cursor 支持 bring-your-own-model 功能，允许开发者集成自定义模型，提供了灵活的 AI 能力定制选项。

模型发布

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[01]AdventHealth advances whole-person care with OpenAI

- AdventHealth is using ChatGPT for Healthcare to streamline w

[02]We’re launching the Google DeepMind Accelerator program in Asia Pacific to tackle environmental risks

研究

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[01]SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation

- arXiv:2605.20189v1 Announce Type: new

- Abstract: Despite the

[02]Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration

- arXiv:2605.20190v1 Announce Type: new

- Abstract: Iterative i

[03]OSCToM: RL-Guided Adversarial Generation for High-Order Theory of Mind

- arXiv:2605.20423v1 Announce Type: new

- Abstract: Large Langu

[04]AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows

- arXiv:2605.20425v1 Announce Type: new

- Abstract: Designing m

[05]High Quality Embeddings for Horn Logic Reasoning

- arXiv:2605.20467v1 Announce Type: new

- Abstract: Neural netw

[06]Neural Estimation of Pairwise Mutual Information in Masked Discrete Sequence Models

- arXiv:2605.20187v1 Announce Type: new

- Abstract: Understandi

[07]GraphDiffMed: Knowledge-Constrained Differential Attention with Pharmacological Graph Priors for Medication Recommendation

- arXiv:2605.20188v1 Announce Type: new

- Abstract: Recommendin

[08]TabPFN-MT: A Natively Multitask In-Context Learner for Tabular Data

- arXiv:2605.20234v1 Announce Type: new

- Abstract: Prior-Data

[09]Provably Learning Diffusion Models under the Manifold Hypothesis: Collapse and Refine

- arXiv:2605.20235v1 Announce Type: new

- Abstract: Diffusion m

[10]MagBridge-Battery: A Synthetic Bridge Dataset for Li-ion Magnetometry and State-of-Health Diagnostics

- arXiv:2605.20240v1 Announce Type: new

- Abstract: Battery hea

行业动态

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[01]Roundtables: Can AI Learn to Understand the World?

https://www.technologyreview.com/2026/05/21/1137756/roundtables-can-ai-learn-to-understand-the-world/

- Listen to the session or watch below AI companies want to bu

[02]Scaling creativity in the age of AI

https://www.technologyreview.com/2026/05/21/1137613/scaling-creativity-in-the-age-of-ai/

- Storytelling is core to humanity’s DNA, stemming from

[03]Anthropic’s Code with Claude showed off coding’s future—whether you like it or not

https://www.technologyreview.com/2026/05/21/1137735/anthropics-code-with-claude-showed-off-codings-future-whether-you-like-it-or-not/

- The vibes were strong at Code with Claude, Anthropic’s two-d

[04]The Download: online safety’s future and climate tech’s big pivot

https://www.technologyreview.com/2026/05/21/1137733/the-download-online-safety-climate-tech-pivot/

- This is today’s edition of The Download, our weekday n

[05]Climate tech companies are pivoting to critical minerals

https://www.technologyreview.com/2026/05/21/1137622/climate-tech-pivot-critical-minerals/

- We’re over a year into the second Trump administration here

[06]Alibaba's proprietary Qwen3.7-Max can run for 35 hours autonomously and supports external harnesses like Anthropic's Claude Code

https://venturebeat.com/technology/alibabas-proprietary-qwen3-7-max-can-run-for-35-hours-autonomously-and-supports-external-harnesses-like-anthropics-claude-code

- The AI industry has fully entered the "agent era,"

[07]A 0.12% parameter add-on gives AI agents the working memory RAG can't

https://venturebeat.com/orchestration/a-0-12-parameter-add-on-gives-ai-agents-the-working-memory-rag-cant

- AI agents forget. Every time a coding assistant loses track

[08]Enterprise AI agents keep failing because they forget what they learned

https://venturebeat.com/orchestration/enterprise-ai-agents-keep-failing-because-they-forget-what-they-learned

- RAG architectures are good at one thing: surfacing semantica

[09]MFA verifies who logged in. It has no idea what they do next.

https://venturebeat.com/security/mfa-verifies-who-logged-in-it-has-no-idea-what-they-do-next

- Every MFA check passed. Every login was legitimate. The comp

[10]Americans can’t spot a deepfake, and that’s a business crisis, not just a consumer problem

https://venturebeat.com/security/americans-cant-spot-a-deepfake-and-thats-a-business-crisis-not-just-a-consumer-problem

- Presented by Veriff Americans can’t reliably distinguish rea

[11]Spotify and Universal Music strike deal allowing fan-made AI covers and remixes

https://techcrunch.com/2026/05/21/spotify-and-universal-music-strike-deal-allowing-fan-made-ai-covers-and-remixes/

- Spotify is partnering withUniversal Music Group to let Pr

[12]Six search engines worth trying now that Google isn’t really Google anymore

https://techcrunch.com/2026/05/21/six-search-engines-worth-trying-now-that-google-isnt-really-google-anymore/

- Google is about to look really different, and if you're not

[13]Trump delays AI security executive order, saying language ‘could have been a blocker’

https://techcrunch.com/2026/05/21/trump-delays-ai-security-executive-order-i-dont-want-to-get-in-the-way-of-that-leading/

- President Trump delayed signing an executive order that woul

[14]Spotify adds AI-powered Q&A and briefing generation features to podcasts

https://techcrunch.com/2026/05/21/spotify-adds-ai-powered-qa-and-briefing-generation-features-to-podcasts/

- Spotify will let you generate daily or weekly briefs based o

[15]Spotify takes on Google’s NotebookLM with its new app

https://techcrunch.com/2026/05/21/spotify-debuts-a-new-desktop-app-for-creating-personal-podcasts/

- Spotify is releasing the new desktop app as a research previ

[16]Can OpenAI’s ‘Master of Disaster’ Fix AI’s Reputation Crisis?

https://www.wired.com/story/openai-chris-lehane-global-affairs-pr/

- Global affairs chief Chris Lehane wants to tone down the deb

[17]Meta Is in Crisis, Google Search’s Makeover, and AI Gets Booed by Graduates

https://www.wired.com/story/uncanny-valley-podcast-meta-in-crisis-google-search-makeover-ai-booed-by-graduates/

- In this episode of Uncanny Valley, we unpack the mass layoff

[18]I Cloned Myself With Gemini’s AI Avatar Tool. The Result Was Unnervingly Me

https://www.wired.com/story/i-cloned-myself-with-geminis-ai-avatar-tool-the-result-was-unnervingly-me/

- I used the Gemini app to generate lifelike videos featuring

付费速览

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[01]Claude Code (参考)

- 计费模式：按用量计费（Usage-based）

- 方案说明：通过 Anthropic API 计费，无独立订阅，按 token 消耗付费

- 价格详情：Claude Sonnet 4: $3/M input, $15/M output；Claude Opus 4: $15/M input, $75/M output

- 官网：查看最新定价

[02]Cursor (参考)

- 计费模式：订阅制 + 用量计费

- 方案说明：Hobby 免费（2000次/月补全）；Pro $20/月（无限补全 + 500次高级请求）；Business $40/用户/月

- 价格详情：高级模型（GPT-4o、Claude）按请求计费，超出套餐后按 token 收费

- 官网：查看最新定价

[03]Trae (参考)

- 计费模式：免费 + 订阅制

- 方案说明：Free 版每月有限额度；Pro 版按月订阅，含更多模型调用次数

- 价格详情：字节跳动出品，国内版免费额度较高，海外版定价参考官网

- 官网：查看最新定价