China AI Native Industry Insights – 20251226 – Alibaba | Shengshu AI | ByteDance | more
Explore the advancements in Qwen3-TTS for voice cloning and customization, Shengshu & Tsinghua’s TurboDiffusion revolutionizing real-time video generation, and Seed Prover 1.5’s innovative approach to formal math reasoning. Discover more in Today’s China AI Native Industry Insights.
1. Qwen3-TTS: Voice Cloning and Customisation, Now Fully Open
🔑 Key Details
– Voice Design: Qwen3-TTS-VD-Flash supports natural language voice creation with control over tone, rhythm, personality, and emotion. Outperforms GPT-4o-mini-tts and Mimo-Audio-7B in InstructTTS-Eval; surpasses Gemini-2.5-Pro-Preview-TTS in role-play scenarios.
– Voice Cloning: Qwen3-TTS-VC-Flash enables 3-second voice cloning and multilingual synthesis in 10 languages. Achieves lowest WER in MiniMax TTS Multilingual Test Set.
– Expressive and Robust: Human-like expressiveness, dynamic pitch and pace; robust text parsing for complex or informal content.
💡 How It Helps
– Product Developers: Generate realistic voices across multiple languages and styles for assistants, characters, or interactive apps.
– Content Creators: Create and reuse vocal personas in storytelling, dubbing, podcasts, or creative videos.
– Enterprise Users: Efficiently clone brand voices and deliver consistent multi-language audio at scale.
🌟 Why It Matters
Qwen3-TTS goes beyond replication, offering expressive, customisable voices. It opens new possibilities for multilingual and emotionally rich voice applications in consumer and enterprise contexts.
Original Chinese article: https://mp.weixin.qq.com/s/AgSPHQRsdZl6jnGyDYx8rA
English translation via free online service: https://mp-weixin-qq-com.translate.goog/s/AgSPHQRsdZl6jnGyDYx8rA?_x_tr_sl=auto&_x_tr_tl=en&_x_tr_hl=en&_x_tr_pto=wapp
Video Credit: Qwen
2. TurboDiffusion by Shengshu & Tsinghua: 200× Faster, Real-Time Video Generation
🔑 Key Details
– Extreme Speed: TurboDiffusion achieves up to 200× acceleration in video generation while maintaining high quality, transforming generation time from minutes to seconds.
– Technical Innovations: Powered by SageAttention, Sparse Linear Attention (SLA), rCM distillation, and W8A8 quantization.
– Open Source & Adoption: Fully open-sourced on GitHub; adopted by NVIDIA TensorRT, Huawei Ascend, Tencent Hunyuan, ByteDance Doubao, Alibaba Tora, and Google Veo3.
– Commercial Impact: Enables real-time, high-quality video generation at scale, marking a major leap in the deployability of video foundation models.
💡 How It Helps
– Developers: Drastically reduces latency for video generation, ideal for interactive and real-time applications.
– Enterprises: Empowers commercial-scale video creation with reduced cost and faster iteration.
– Researchers: Offers an open-source, cutting-edge benchmark for fast, high-fidelity video synthesis.
🌟 Why It Matters
TurboDiffusion signals a shift from “can generate” to “can generate instantly”, unlocking real-time possibilities for AI video creation across industries.
Original Chinese article: https://mp.weixin.qq.com/s/r2LGRULflwl59ieQq-KdOw
English translation via free online service: https://mp-weixin-qq-com.translate.goog/s/r2LGRULflwl59ieQq-KdOw?_x_tr_sl=auto&_x_tr_tl=en&_x_tr_hl=en&_x_tr_pto=wapp
Video Credit: The original article
3. Seed Prover 1.5: Agentic Architecture Redefines Formal Math Reasoning
🔑 Key Details
– IMO Silver, Now Gold-Level: Seed Prover 1.5 solved 4.5/6 IMO 2025 problems during evaluation; new version achieves 35/42 (Gold level) in just 16.5h.
– New Agentic Prover Architecture: Balances step-by-step and whole-proof strategies with tool-calling capabilities—Mathlib lookup, Python execution, lemma reuse.
– Sketch Model: Translates natural language into formal proof structure via multi-layered agents and RL-guided sketch generation.
– SOTA Performance: 88% on Putnam-History, 80% on Fate-H (Master-level), 33% on Fate-X (PhD-level); surpasses all previous benchmarks.
– Open Source: Technical report arXiv and Lean code GitHub released; API coming soon.
💡 How It Helps
– Formal Reasoning Research: Offers scalable, verifiable proofs and a modular, efficient proving process.
– Mathematical AI Agents: Integrates tool-use and modular reasoning for tackling complex formal domains.
– Education & Competitions: Enables new formats of math learning, problem-solving and curriculum tools powered by formal proof automation.
🌟 Why It Matters Seed Prover 1.5 moves formal math AI from static solving to dynamic agent-driven exploration. It represents a breakthrough in aligning LLM capabilities with mathematical rigor, paving the way for AI co-researchers in mathematics.
Original Chinese article: https://mp.weixin.qq.com/s/vcciJWK9KfDBM4FBIJwTfw
English translation via free online service: https://mp-weixin-qq-com.translate.goog/s/vcciJWK9KfDBM4FBIJwTfw?_x_tr_sl=auto&_x_tr_tl=en&_x_tr_hl=en&_x_tr_pto=wapp
Video Credit: The original article
4. Qwen-Image-Edit-2511: More Accurate, More Consistent – A Major Leap in Image Editing
🔑 Key Details
– Enhanced Character Consistency: Fixes drift issues from 2509; enables high-fidelity portrait and group photo edits.
– Built-in Lora Effects: Supports lighting and new-perspective edits without external fine-tuning.
– Industrial Design Ready: Enables batch product generation, material replacement, and geometric reasoning.
– Multi-Scene Support: Handles group consistency, auxiliary line drawing, and creative scene transformation.
💡 How It Helps
– Developers: Deploy locally for full-quality results; perfect for custom AI image workflows.
– Designers: Use in industrial pipelines for shape and material exploration.
– Creators & Community: Enjoy built-in Lora creativity, inspired by community enhancements.
🌟 Why It Matters
Qwen-Image-Edit-2511 marks a solid upgrade in the Qwen image editing series. It brings precision, consistency, and creativity together, empowering both production and artistic AI applications across scenarios.
Original Chinese article: https://mp.weixin.qq.com/s/y69Renz5woFTCVIvBIF_hg
English translation via free online service: https://mp-weixin-qq-com.translate.goog/s/y69Renz5woFTCVIvBIF_hg?_x_tr_sl=auto&_x_tr_tl=en&_x_tr_hl=en&_x_tr_pto=wapp
Video Credit: The original article
That’s all for today’s China AI Native Industry Insights. Join us at AI Native Foundation Membership Dashboard for the latest insights on AI Native, or follow our linkedin account at AI Native Foundation and our twitter account at AINativeF.