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Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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AI1 min read
Alibaba's Qwen team has released Qwen-Image-2.1, a 7B diffusion transformer that handles text-to-image generation, multi-reference editing, and native RGBA transparency in one checkpoint. A prefix KV cache speeds up edits with up to 10 r...
From MarkTechPost
AI1 min read
The HardFlow algorithm allows pretrained generative AI models to satisfy strict safety and performance constraints without retraining, improving solution quality in robotics, control systems, and computer vision. This adaptable approach enables the use of powerful models in safety-critical applications.
From MIT News: artificial intelligence
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Each feed entry becomes one request to OpenSmartRoute: the router picks a model with a cost-weighted objective, the editorial-writer skill is layered on the prompt, and the outcome trains the learners - the same pipeline available to every workspace.
Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.
LLMs1 min read
Encode-prefill-decode (EPD) disaggregation optimizes inference for multimodal models by separating the vision encoder stage. This technique improves throughput and reduces latency for models processing both visual and textual data.
From NVIDIA technical blog
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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