爱窝啦 AI 日报

Daily Digest

strands-agents open-source SDK gained 115 stars in one day, a DeepMind core researcher moved to OpenAI, and Xiaomi's MiMo topped the domestic leaderboard.
From open-source tools to talent migration to model rankings, everyone's racing for tickets and influence in the agent deployment game.
Try strands-agents and Recraft's instant image generation today, then check out Cornell's warning about the AI crisis in higher education.

🔥 Today’s Top 10

1. strands-agents Open-Source Agent SDK Gains 115 Stars in One Day

Open-source momentum is building. GitHub Trending Daily shows harness-sdk gained 115 new stars today , reaching a total of 7,841. This end-to-end toolkit supports Python and TypeScript, connects to any model, and deploys to any cloud platform. Developers building production-grade agent systems can dive straight in.

2. DeepMind Core Researcher Moves to OpenAI

Talent migration signal incoming. According to 36Kr, a DeepMind core researcher has joined OpenAI . She was deeply involved in Gemini 2.5/3, world models Genie 2/3, and embodied agent Sima 2. The talent tug-of-war between the two camps continues.

3. Xiaomi MiMo 2.6 Pro Tops Domestic Arena Leaderboard

Domestic model rankings shuffled again. After user testing, a Juejin user compiled Xiaomi MiMo 2.6 Pro topping the domestic Arena leaderboard . Xiaomi previously livestreamed the RL training process, becoming the first manufacturer to publicly share the full reinforcement learning pipeline. Real-world scenario coverage and long-term stability still need more validation.

4. Meta Muse Account Registration Blocks Chinese Users at the Gate

Access control stricter than bans. Guizang tweeted that Meta’s Muse blocks account registration by region , not even giving you a chance to get banned. Unlike Anthropic which allows registration before enforcement, Meta blocks non-supported regions right at the account entry point. Domestic users wanting to try Muse need to solve network and account region issues first.

5. Seedance 2.5 Summarizes AGI Progress in Video

Watch this to understand the current landscape. A video shared by a Jike user shows Seedance 2.5 summarizing AGI progress status . The video covers reasoning capabilities, multimodal abilities, agent architectures, and industrial deployment. Perfect for product managers and investors needing to quickly build holistic understanding.

6. Today AI Domestic Version Launching Full Release on September 24

Personal agent product is here. Guizang revealed in a tweet that Today AI’s domestic version opens September 24 . He claims this is the first domestic product truly implementing the personal agent concept, with noticeable optimizations in interaction experience, context acquisition, and usage details. Whether the official version solves state loss in multi-turn conversations can be verified today.

7. Infinite-Parameter LLMs Let AI Learn While Chatting

Temporary plugins replace long context. Gorden Sun introduced in a tweet that a research team designed a weight generator that translates new knowledge into temporary parameter plugins for the model in real time. AI no longer needs to reread reference materials every time—new facts are directly written into the “temporary brain”. Storage shrinks from tens of GB to minimal size. Ideal for enterprise agent scenarios requiring continuously updated knowledge bases.

8. Sam Altman Says His Best Career Year Was When He Had No Job

Scattered learning later connects. Telegram channel aigc1024 relays that Sam Altman says his highest-ROI career year was when he had no job , studying nuclear engineering, AI, biology, and investing. Almost none of it seemed useful at the time. Later, nuclear energy, AI, and investing all connected. Some returns only become visible years later.

9. Trump Preparing to Create White House AI Czar Position

AI policy enters core decision-making. Telegram channel aigc1024 relays that Trump plans to establish an AI Czar position in the White House , with Treasury Secretary Bessent emerging as the frontrunner. He just discussed establishing an AI risk communication mechanism with China. Regulations, export controls, and cross-border data rules may roll out intensively in the coming months.

10. Microsoft Research Moves Robot Brains to the Cloud

Battery life improves over 100%. Telegram channel aigc1024 relays that Microsoft Research experiments show moving AI inference to edge or cloud gives robots higher success rates and can run larger models. Robots may no longer need to carry increasingly large GPUs everywhere. The only real challenge left is whether network latency can stay stable.

⚡ Product & Feature Updates

Cornell Warns Universities Are Entering an AI Crisis

Transform or die. Telegram channel aigc1024 relays that Cornell has put it on the table . If universities can’t use AI Agents to transform curricula and academic training processes within 24 months, they’ll permanently lose the transformation window. Those teaching or building education products should reevaluate course design logic today.

◎ Industry Changes & Personal Impact

China’s Agent Capability Gap Stems from Lack of RL Environments

Closed ecosystems limit training scenarios. A Jike user relaying an Earned Intuition article notes a Shanghai lab researcher believes China lacks sufficient RL environments . US companies default to interoperability, opening APIs, MCP, webhooks. China never made B2B SaaS work, plus inter-company competition drives closure—agents have nothing to practice on. Teams building agent products need to proactively seek or build open interfaces.

⌘ Top Open-Source Projects

google/ax: Open-Ended Agent Orchestration Runtime

Google builds Agent infrastructure. GitHub Trending Daily shows google/ax gained 1,543 new stars today , reaching 9,048 total. This is an agent orchestration runtime written in Go, supporting open architecture. Ideal for development teams managing multi-agent collaboration and task scheduling.

obra/superpowers: Agent Skills Framework

A proven Agent development playbook. GitHub Trending Daily shows obra/superpowers gained 474 new stars today , reaching 290,686 total. The project provides an agent skills framework and software development methodology, written in Shell. Perfect for teams still figuring out agent development workflows to quickly establish standards.

HKUDS/CLI-Anything: Give All Software Agent-Native Capabilities

CLI becomes Agent interface. GitHub Trending Daily shows HKUDS/CLI-Anything gained 57 new stars today , reaching 49,926 total. The project aims to give all software agent-native capabilities, with a companion CLI-Hub platform. Ideal for developers wanting to quickly integrate existing CLI tools into agent systems.

◉ Social Media Highlights

Apple Open-Sources LensVLM-9B to Treat Text as Images

On-demand decompression reduces long document costs. Gorden Sun introduced in a tweet that Apple’s open-sourced LensVLM-9B first scans highly compressed text images , then expands key pages on demand. This mechanism drastically reduces long-text visual context usage while preserving fine-grained information. The model is fine-tuned from Qwen3.5-9B. Ideal for scenarios handling hundreds of scanned pages, contracts, and ultra-long image-text materials.

Recraft V4.1 Flash Model Generates Images in 1 Second

True instant generation experience is here. Gorden Sun tested and tweeted that Recraft V4.1 Flash generates images 1 second after submission , with free user quotas sufficient for thousands of images. His recorded video has no speed-up—results truly appear right after submission. Perfect for designers and content creators needing to rapidly generate large volumes of assets.

Claude Mobile App Supports Multi-Account Switching

Multi-account management just got easier. Baoyu tweeted that Claude mobile app now supports multiple accounts , no more repeated login/logout cycles. Ideal for users managing both personal and enterprise accounts.

😄 AI Fun Facts

Meta’s Access Control Won’t Even Let You Register

Someone finally tried the recently hyped Muse, discovering Meta’s access control is way stricter than Anthropic’s : when Zuck’s product says no, you can’t even register an account—no chance to get banned. This avatar tool first generates images, then after selection creates 3D effect videos showing different work states, like typing. Next to this, Anthropic’s access control looks like amateur hour.

❓ Related Questions

How to Use AI Accounts and Subscription Services in China?

Some AI products have access restrictions in certain regions, requiring supported network environments and account regions to complete registration. Official documentation typically lists supported countries and regions.

For further comparison of publicly available AI accounts or subscription services, check Aivora·AI Account Store ; products, prices, and availability are subject to real-time changes on the official website.