CommerceAgentBench: A New Open-Source Benchmark for Real-World Commerce Execution
A new open-source benchmark, CommerceAgentBench, evaluates AI agents on real commerce operations rather than just answers. Early results show the best overall c…
Global AI Digest
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DeepSeek-V4 Flash With Vision Support Is Now Live
DeepSeek-V4 Flash, now live with vision support, marks a new multimodal milestone for the DeepSeek model family.
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LTX Ripple: First-Frame Video Editing with an Efficient IC LoRA
LTX Ripple is a new efficient IC LoRA approach for video editing, built on LTX 2.5. Users edit only the first frame and the changes ripple through the rest of t…
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MiniMax H3 Max Used to Build Real-Time Interactive AI Games
A user shows how MiniMax H3 Max can power interactive games where all decisions are up to the player, with the model's speed making delays nearly nonexistent.
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Funding Call: Someone Wants to Back LLM Humor Projects
A brief but notable signal: a funder is looking for someone building funny LLMs, pointing to humor as an emerging AI application area.
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Sliding-Window Attention with Attention Sinks Outperforms Linear Attention Post-Training
A new research result shows that switching to a sliding-window attention mask with attention sinks—at no additional cost—beats linear attention during post-trai…
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RL-Trained Coding Model Paints with JavaScript; Open Artifacts Coming Soon
A developer shares that they used TRL and OpenEnv to train a coding model to paint with JavaScript, and plans to release a blog with code, models, dataset, and…
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Tencent Hunyuan Hy4 Preview Creates “Qingming Riverside” Animation, Outperforming GLM5.3-Flash on Same Prompt
A user reports that Tencent's Hy4 preview model generated an animated version of the classic Chinese painting 'Along the River During the Qingming Festival' usi…
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Hy4 Preview Impresses in One-Shot Test: “Don’t Sleep on It”
A tester ran a one-shot comparison with the same prompt and found Tencent's Hy4 Preview surprisingly competitive, calling it a huge leap over Hy3.
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MiniMax H3 Max Powers Interactive Games with Near-Zero Delay
A user reports using MiniMax H3 Max to create interactive games where all decisions are user-controlled, with the model's speed ensuring no noticeable delays.
