Natural Language Generation, or NLG, covers systems that produce written or spoken language. Applications include summarization, translation, dialogue, report generation, data-to-text explanations, and creative assistance. Earlier NLG pipelines often separated content selection, sentence planning, and surface realization, while modern language models can generate complete passages from prompts and context. Quality includes more than grammatical fluency: output should be relevant, factual when required, coherent, appropriately styled, and safe for its audience. Evaluation uses task-specific metrics and human review because many prompts have multiple valid responses. Production systems may also need grounding, templates, controlled vocabulary, citations, and human approval.
Apple is developing multiple AI-powered wearable devices, including smart glasses, an AI pendant, and camera-enabled AirPods, according to a new report from Bloomberg.
OpenAI CEO Sam Altman said the creator of the viral AI agent OpenClaw is joining the company, while the project will continue as an open source initiative supported by OpenAI.
Udemy has launched a new integration with OpenAI that embeds its course catalog and learning tools directly into ChatGPT. The move aims to make structured skills development accessible inside conversational AI for hundreds of millions of users.
xAI has published a full internal all-hands meeting outlining a major reorganization, new product lines, and deeper integration with X. Executives framed recent layoffs as part of a shift to a scalable operating model tied closely to X’s subscription business.
The Pentagon is pressing leading AI companies to make their tools available on classified military networks, seeking fewer usage restrictions as it expands AI deployment across defense operations.
Alibaba has introduced RynnBrain, a new AI model designed to enhance robotic perception and object recognition, advancing China’s push into physical AI and robotics.
ElevenLabs CEO Mati Staniszewski says voice is emerging as the primary way people will interact with AI, as models combine speech with reasoning and agentic capabilities.
Amazon is in early discussions to invest tens of billions of dollars in OpenAI, a move that could deepen its position in the global AI race and make it the startup’s largest new backer.
Google’s lower-cost AI Plus subscription, priced at $7.99 in the U.S., is now available in all markets offering Google AI plans, providing access to Gemini 3 Pro, AI filmmaking tools, and more.
Apple plans to debut a Gemini-based Siri in February, offering more natural conversations, complex tasks, and integration across iOS, iPadOS, and macOS.