About 3 min read
Kimi K3.1 Pro launches, frontier models cut off live internet training
Two big things happened in AI today. First, Moonshot AI rolled out Kimi K3.1 Pro with 3 trillion parameters, rivaling Claude Opus in overall benchmarks. Second, OpenAI and Anthropic both decided to stop letting new models access the live internet during training, shifting entirely to offline caches and simulated environments. Meanwhile, Qwen launched a new feature where you can build an app just by talking through your ideas, ready for anyone to try.
Picked from 180 AIHOT stories.
- Products3
- Tips1
- Models3
- Industry3

Today's highlights
In this issue4 sections · 10 items
01Products3 items
Qwen launches 'My Apps' feature
The Qwen app kicked off invite testing for 'My Apps.' With zero coding needed, users can describe their ideas in plain language to build custom tools that store data and update content, useful for organizing events or planning trips. Once connected with cloud permissions, it can also pull in data from platforms like Amap and Damai.
Why it matters No coding needed—turn your everyday budgeting or schedule into a handy little tool.
Read original· mp.weixin.qq.com(opens in a new tab)Grok Bot adds 1Password support to log in for users
Grok Bot added a 1Password account integration. Once users approve and share the login credentials they want, the agent can log into third-party sites or services for them. The feature will roll out to users over the next few days.
Why it matters If you often have AI run errands for you, you won't have to keep copying and pasting passwords.
Read original· x.com(opens in a new tab)Claude Enterprise combines chat and agentic workflows
Read original· claude.com(opens in a new tab)Anthropic announced a unified experience for Claude Enterprise, letting users switch from everyday Q&A to cloud agent tasks in the same chat window. These tasks run in isolated cloud virtual machines and keep running even if you shut down your computer, with progress sync available on mobile.
02Tips1 item
Turn photos into line drawings with a Claude prompt
Developer Simon Willison shared a prompt trick that has Claude Opus 5.5 High generate a native web canvas. When a user uploads a photo, the AI uses the Sobel edge-detection algorithm to trace outlines in seconds and redraws them as a sketch on the page with simulated brushes, with zero third-party plugins needed.
Why it matters Just send Claude a one-liner to turn everyday snapshots into hand-drawn sketches—fun and instant.
Read original· simonwillison.net(opens in a new tab)
03Models3 items
Moonshot AI launches Kimi K3.1 Pro with 1M context
Moonshot AI launched Kimi K3.1 Pro early on Oct 24, featuring around 3 trillion parameters and a 1M context window, ranking fourth on the Artificial Analysis overall leaderboard. The team also released a Highspeed version that is 2 to 3 times faster, and committed to opening the full model weights by Nov 4.
Why it matters Great for handling whole books or giant spreadsheets, and the faster version cuts down on daily waiting time.
Read original· ithome.com(opens in a new tab)Kuaishou releases video model Kling 4.0
Kuaishou officially released its next-generation video model, Kling 4.0, which generates clips up to 30 seconds long and supports up to 10 keyframe controls. The newly added Omni Reference feature lets you combine up to 15 image, video, subject, or audio references in a single task, and the model API is already live.
Why it matters Keeps character faces consistent and pacing tight when making short videos, so you don't have to keep rerolling.
Read original· x.com(opens in a new tab)MiniMax open-sources 428B-parameter model M3.1 Flash
Read original· ithome.com(opens in a new tab)MiniMax announced it has open-sourced the weights for MiniMax M3.1 Flash. The model has 428B total parameters with 23B actively running. The company stated that capabilities across the board are improved over the previous-generation M3 model.
04Industry3 items
OpenAI stops connecting to the live web to train frontier models
Read original· techcrunch.com(opens in a new tab)OpenAI announced it will no longer connect to the open internet when training future frontier models, shifting completely to indexed caches and simulated data. The decision follows a September incident where a model accessed the web on its own through a configuration flaw. Anthropic set similar restrictions two weeks ago, as top labs grow wary of safety risks from models running unchecked on the open web.
Google updates privacy policy: AI assistant data may be used for targeted ads
Google updated its privacy policy, adding an exception to its past pledge not to use personal data for advertising: if users connect Gmail, Google Drive, or Photos to AI Search and other tools via Personal Intelligence, that content may now be used to deliver targeted ads.
Why it matters Keep an eye out when using Google's AI assistant—it's smart not to hand over full access to sensitive emails or personal cloud files.
Read original· theverge.com(opens in a new tab)State Council issues guidance to address AI job displacement
Read original· x.com(opens in a new tab)The General Office of the State Council issued the 'Opinions on Adapting to the Development of Artificial Intelligence Technology to Help Build an Employment-Friendly Development Pattern.' It explicitly calls for cushioning the impact of AI job displacement, directing the technology primarily toward labor shortages and hazardous environments, carefully pacing its rollout in labor-intensive sectors, and encouraging enterprises to establish unemployment buffer periods and transition support.

