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Spain’s new legacy: Rooted in place, built on craft
brand studio Advertorial Spain’s new legacy: Rooted in place, built on craft From fine dining to fashion and design, Spain is turning heritage and know-how into global appeal – and economic momentum. On any given evening in Madrid, diners at the three-Michelin-starred DiverXO might be served seasoned barnacles or a rare Cantabrian rooster from northern Spain. Chef Dabiz Munoz’s approach – inventive, personal and grounded in a sense of place – reflects a broader Spanish sensibility now...
CAAL: Contextual Bandits based Online Hand-Craft Active Learning Strategy Selection
arXiv:2606.07910v1 Announce Type: new Abstract: The challenge with active learning algorithms is the uncertainty of the statistical distribution of unlabeled data, making it difficult to choose the best hand-crafted strategy. To address this, we introduced Contextual Adaptive Active Learning (CAAL).
Family's $1,800 savings is turned into confetti after child grabs stack of cash for craft project
An unsupervised 3-year-old child turned nearly $2,000 in hundred-dollar bills into an unexpected arts-and-crafts project — stunning her father. Anthony Kalejaiye, 34, was left "shocked" after walking into his living room to find his daughter Amelia, three, happily cutting up a stack of cash — with the total damage later calculated at $1,800, news agency SWNS reported. The money had been stored as part of a stash of hundred-dollar notes typically used during Nigerian family celebrations,...
CRAFT: A Unified Counterfactual Reasoning Framework for Tabular Question Answering and Fact Verification
new Abstract: Table reasoning remains challenging for large language models (LLMs), particularly in tasks that require multi-step inference over long and structured tables. Existing approaches predominantly rely on single-direction reasoning, which limits their ability to explore alternative hypotheses across tasks. In this work, we propose CRAFT, a unified Counterfactual Reasoning Framework that reformulates Tabular question answering and fact verification into a general bidirectional...
Researchers craft a new, simple recipe for highly entangled quantum states
Researchers craft a new, simple recipe for highly entangled quantum states Sadie Harley Scientific Editor Andrew Zinin Lead Editor Building useful quantum technologies—from sensors to computers—requires generating highly complex entangled states, in which the properties of particles are deeply intertwined. Producing such states has traditionally required complex tools and carefully engineered setups with many parts. Now, researchers at the University of Chicago Pritzker School of Molecular...
China woman uses 60kg chocolate to craft mini 3D replica of ancient painting, earns 1 million likes
China woman uses 60kg chocolate to craft mini 3D replica of ancient painting, earns 1 million likes Former food blogger learns skills via online videos, has to move house to accommodate size of her confection creation A woman in China with no formal training in the arts has used 60kg of chocolate to make a 3D miniature copy of the famous painting Along the River During the Qingming Festival. A video showing the chocolate version of ancient Bianjing city released by the blogger, who uses the...
CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks
Announce Type: replace Abstract: Multi-Agent Reinforcement Learning (MARL) provides a powerful framework for learning coordination in multi-agent systems. However, applying MARL to robotics remains challenging due to their high-dimensional continuous joint action spaces, complex reward design, and non-stationarity from concurrently learning agents. On the other hand, humans often learn complex coordination with the help of coaches, who guide learning through carefully designed curricula and...
CRAFT: Fine-Grained Cost-Aware Expert Replication For Efficient Mixture-of-Experts Serving
arXiv:2603.28768v2 Announce Type: replace Abstract: Mixture-of-Experts (MoE) has recently emerged as the mainstream architecture for efficiently scaling large language models while maintaining near-constant computational cost. Expert parallelism distributes parameters by partitioning experts across devices, but this introduces token-level load imbalance during inference. Expert replication is a widely adopted load-balancing technique in serving frameworks that alleviates load imbalance in...
From Craft Practice to Aesthetic Cognition Transmission: Workflow Cognition Translation for AI-native Intangible Cultural Heritage Education
arXiv:2606.01203v1 Announce Type: new Abstract: Intangible Cultural Heritage (ICH) education has traditionally relied on apprenticeship, embodied participation, and long-term engagement with masters, materials, and cultural environments. While these modes of transmission remain essential, they are difficult to scale. Existing digital heritage initiatives have expanded documentation and access, but often preserve artefacts, procedures, and representations of practice rather than the aesthetic...
CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts
Announce Type: new Abstract: Prompts tuned for accuracy often grow long, raising inference cost on every model call. The best accuracy-cost trade-off depends on the task and the budget, so prompt optimization is a search over the Pareto front of accuracy and prompt-token cost rather than for one prompt. The usual shortcut, collapsing the objectives into a weighted sum, fixes the trade-off weight before search and often recovers only a narrow region of the front, a failure we call...