The Claude Autonomous Agents have officially arrived
So we're setting them up with a brand new $50,000 portfolio to see how well they do at investing in stocks
Can they outperform Buffett?
Here’s how the portfolio works
NEW: Oxford tops QS World University Rankings in four subjects and is top overall in humanities.
This makes it the UK university with the most courses ranked top in the world.
Find out more ⬇️
https://t.co/gz2fdtPd2K
🚀 Qwen3.5-Omni is here! Scaling up to a native omni-modal AGI.
Meet the next generation of Qwen, designed for native text, image, audio, and video understanding, with major advances in both intelligence and real-time interaction.
A standout feature: 'Audio-Visual Vibe Coding'. Describe your vision to the camera, and Qwen3.5-Omni-Plus instantly builds a functional website or game for you.
Offline Highlights:
🎬 Script-Level Captioning: Generate detailed video scripts with timestamps, scene cuts & speaker mapping.
🏆 SOTA Performance: Outperform Gemini-3.1 Pro in audio and matches its audio-visual understanding.
🧠 Massive Capacity: Natively handle up to 10h of audio or 400s of 720p video, trained on 100M+ hours of data.
🌍 Global Reach: Recognize 113 languages (speech) & speaks 36.
Real-time Features:
🎙️ Fine-Grained Voice Control: Adjust emotion, pace, and volume in real-time.
🔍 Built-in Web Search & complex function calling.
👤 Voice Cloning: Customize your AI's voice from a short sample, with engineering rollout coming soon.
💬 Human-like Conversation: Smart turn-taking that understands real intent and ignores noise.
The Qwen3.5-Omni family includes Plus, Flash, and Light variants.
Try it out:
Blog: https://t.co/yuSAz3DuO8
Realtime Interaction: click the VoiceChat/VideoChat button (bottom-right): https://t.co/nnAW9ZfRet
HF-Demo: https://t.co/rLsqejKgCG
HF-VoiceOnline-Demo: https://t.co/LIGtmITeSw
API-Offline: https://t.co/lNE7fH5YUt
API-Realtime: https://t.co/9A3lopXGwV
Computer use is now in Claude Code.
Claude can open your apps, click through your UI, and test what it built, right from the CLI.
Now in research preview on Pro and Max plans.
For people who want to start learning neural network and backpropogation, I highly recommend the lecture 3 on Stanford CS224(NLP with deep learning) by Dr. Manning, I think it is the most clear, detailed, and beginner friendly lecture for the neural network.
Stanford CS224 and CS336 are amazing. It is a wonderful thing that the world's most prestigious programs offer all students around the world the opportunity to access these valuable courses.