…Yumin Choi , Sangwoo Park , , , Abstract Preping is a framework for pre-task memory construction that uses proposer-guided synthetic practice to improve agent performance in new environments with reduced deployment costs. AI…
…Nemotron 3 Nano, enabling developers to create specialized AI models even with limited or sensitive real data. It details how to build reproducible, structured product Q&A datasets by combining controlled sampling…
…AI infrastructure, the implications would center more around power efficiency and cooling reduction across massive GPU clusters. For now, however, the technology remains firmly experimental. The current devices are tiny laboratory structures…
…Some reports now suggest that deploying an AI workforce can cost more than simply paying humans to do the same job, which is somewhat ironic. I've personally been looking for open…
…and real-time retrieval with lower costs and higher accuracy. It supports reliable, multilingual, and cross-lingual retrieval, and optimizes storage, performance, and adaptability for AI data platforms—enabling efficient vector database…
…As the Vitis tool chain moves toward deeper AI-agent integration, structured prompting combined with domain-specific agents or skills backed by an HLS knowledge base can guide LLMs toward more reliable…
…Three futures, one default The three infrastructure futures on offer each create a structurally different form of dependency, and only one creates sovereign capability. The Huawei-hosted DeepSeek integration offers low cost…
Before this, I worked in strategy consulting at McKinsey and later in product and corporate strategy roles at Cisco. One pain point I kept seeing: many teams need high-quality strategic analysis, but they do not have a r…
Every legal AI platform on the market handles hallucinations the same way: they guess whether the output is correct, assign a confidence score, and hope for the best. That is not verification. That is a coin flip with a …
Hi HN, I'm Jeroen, 49. Father of two, and manager in the Dutch government by day. Until last December I had never written a line of code. You get the picture. Since April my first app, TravElly, is live in the App Store.…
Hi HN! Pierce here.Rotunda is a firefox fork primarily intended for agent use, which I’ve been hacking on nights/weekends.There was a [lengthy](https://news.ycombinator.com/item?id=48024859) discussion last week on how e…
Apple has quietly shipped a pretty complete on-device AI stack into macOS, with these features first getting API access in MacOS 26. There are multiple components in the foundation model, but the skills it shipped with a…
…PayPal removing layers from its organizational structure, the addition of AI-enabled processes is expected to bring the company at least $1.5 billion in cost savings over the next two to…
…Discuss (0) Discuss (0) L T F R E AI-Generated Summary Like Dislike NVIDIA researchers have developed a method combining structured weight pruning and knowledge distillation to compress large language models…
Google’s AI-focused DeepMind division has taken a minority stake in the developer of popular sci-fi simulation EVE Online , saying it will use the game to study “intelligence in complex…