Search

10 results on this page

How LLMs Are Transforming Mental Health Care

How LLMs Are Transforming Mental Health Care

This systematic review examines how large language models support mental-health applications, including social-media analysis, clinical conversational agents, therapy support, and psychoeducation. It also covers multimodal diagnosis, prompt engineering, interpretability, and the ethical and regulatory safeguards needed for responsible deployment.

Transfer More Knowledge with Less Multilingual Data

Transfer More Knowledge with Less Multilingual Data

Apple Machine Learning presents a lexical-intervention approach for improving cross-lingual knowledge transfer when target-language data is scarce. The work targets downstream capabilities such as scientific reasoning, commonsense inference, and world knowledge without relying heavily on parallel data, translation systems, or auxiliary models.

Apple Machine LearningOfficial22h ago#multilingual-models
Rethinking AI Agents on Kubernetes

Rethinking AI Agents on Kubernetes

The article proposes treating Kubernetes Pods as workers rather than complete AI agents. It examines how this shift could provide a more flexible deployment unit for AI agent systems.

InfoQ中国Media10h ago#ai-agents
A Smaller Qwen3.8 Built by Pruning Layers

A Smaller Qwen3.8 Built by Pruning Layers

A community developer created Qwen3.8-23B-Mini-Me by strategically removing layers from Qwen3.8-27B, reducing the model to approximately 22.7B parameters without severe reasoning degradation. The model is reported to work well for coding, agentic tasks, and multi-turn chats, but it has not yet been benchmarked and struggles more with edge cases and underspecified prompts.

Reddit r/LocalLLaMACommunity23h ago#model-pruning#model-compression#apple-silicon
Rebuilding Sales with FDE Agents

Rebuilding Sales with FDE Agents

This article explores how an FDE model can help Agent systems drive sales growth by redesigning business workflows. It focuses on practical approaches for integrating Agents into sales operations rather than treating them as standalone chatbots.

InfoQ中国Media1d ago#sales-automation
Page 2