When helpfulness becomes a problem Imagine having your prime directive, your entire purpose of being, your mission and lifelong goal to be as helpful as possib...

markdown FunctionGemma: Fine‑Tuning for Tool Selection Ambiguity Date: January 16, 2026 In the world of Agentic AI, the ability to call tools is what translates...

Authors - Xiangyi Lihttps://arxiv.org/search/cs?searchtype=author&query=Li,+X - Wenbo Chenhttps://arxiv.org/search/cs?searchtype=author&query=Chen,+W - Yimin L...

Overview Chat‑Rec is a conversational recommender system that transforms a user’s past preferences into concise prompts for large language models LLMs. The LLM...

Fine‑Tuning Is a Knife, Not a Hammer Fine‑tuning has a reputation problem. Some people treat it like magic: “Just fine‑tune and the model will understand our d...

Overview Microsofthttps://www.tomshardware.com/tag/microsoft AI chief executive Mustafa Suleyman said that artificial intelligence can replace most white‑colla...

AI‑Native Experience and Upcoming Features Airbnb’s CEO Brian Chesky announced that the company will embed large‑language‑model LLM capabilities throughout its...

Conversational image segmentation grounds abstract, intent-driven concepts into pixel-accurate masks. Prior work on referring image grounding focuses on categor...

Large reasoning models with reasoning capabilities achieve state-of-the-art performance on complex tasks, but their robustness under multi-turn adversarial pres...

Competency modeling is widely used in human resource management to select, develop, and evaluate talent. However, traditional expert-driven approaches rely heav...

Antigravity: What Others Don’t Tell You Writing software with AI can be as simple as it is complex. In this series I explore concepts that are essential for ou...

Dynamic Memory Sparsification DMS Researchers at NVIDIA have introduced Dynamic Memory Sparsification DMS, a technique that can cut the memory cost of large‑la...