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Optimal Corpus Aware Training for Neural Machine Translation
Corpus Aware Training (CAT) leverages valuable corpus metadata during training by injecting corpus information into each training example, and has been found effective in the literature, commonly known as the “tagging” approach. Models trained with CAT inherently learn the quality, domain and nuance between corpora directly from data, and can easily switch to different inference …
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Securely launch and scale your agents and tools on Amazon Bedrock AgentCore Runtime
Organizations are increasingly excited about the potential of AI agents, but many find themselves stuck in what we call “proof of concept purgatory”—where promising agent prototypes struggle to make the leap to production deployment. In our conversations with customers, we’ve heard consistent challenges that block the path from experimentation to enterprise-grade deployment: “Our developers want …
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Applications Now Open for $60,000 NVIDIA Graduate Fellowship Awards
Bringing together the world’s brightest minds and the latest accelerated computing technology leads to powerful breakthroughs that help tackle some of the biggest research problems. To foster such innovation, the NVIDIA Graduate Fellowship Program provides grants, mentors and technical support to doctoral students doing outstanding research relevant to NVIDIA technologies. The program, in its 25th …
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Google adds limited chat personalization to Gemini, trails Anthropic and OpenAI in memory features
Google updated the Gemini app running of Gemini 2.5 Pro to reference all historical chats and offer new temporary chats.Read More
Tiny “talking” robots form shape-shifting swarms that heal themselves
Scientists have designed swarms of microscopic robots that communicate and coordinate using sound waves, much like bees or birds. These self-organizing micromachines can adapt to their surroundings, reform if damaged, and potentially undertake complex tasks such as cleaning polluted areas, delivering targeted medical treatments, or exploring hazardous environments.
OpenAI Designed GPT-5 to Be Safer. It Still Outputs Gay Slurs
The new version of ChatGPT explains why it won’t generate rule-breaking outputs. WIRED’s initial analysis found that some guardrails were easy to circumvent.
Robots learn human-like movement adjustments to prevent object slipping
To effectively tackle a variety of real-world tasks, robots should be able to reliably grasp objects of different shapes, textures and sizes, without dropping them in undesired locations. Conventional approaches to enhancing the ability of robots to grasp objects work by tightening the grip of a robotic hand to prevent objects from slipping.
An experiment with Wan 2.2 and seedvr2 upscale
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Making Sense of Text with Decision Trees
In this article, you will learn: • Build a decision tree classifier for spam email detection that analyzes text data.