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.
Major companies including Meta, Amazon, and YouTube are reducing white-collar staff as AI adoption accelerates. Goldman Sachs CEO warns of disruption but foresees workforce adaptation.
OpenAI and Amazon Web Services have announced a $38 billion multi-year partnership that will provide OpenAI with massive AWS infrastructure to power advanced AI workloads and future models.
Cisco and NVIDIA unveil industry-first solutions for AI-ready data centers, including the N9100 series switch and Secure AI Factory enhancements, empowering enterprises, neocloud, and telecom customers with unmatched flexibility, performance, and security.
A study by the University of Maryland and Microsoft found that Polish outperforms English and other major languages in long-context AI prompts, surprising researchers.
OpenAI has unveiled ChatGPT Atlas, a new web browser with ChatGPT integrated directly into its interface, blending AI assistance, search, and memory into everyday browsing.
Andrew Tulloch, co-founder of the $12 billion AI startup Thinking Machines Lab, has joined Meta after previously rejecting what reports described as a $1.5 billion offer — a figure Meta has since called ‘inaccurate and ridiculous.’
OpenAI has announced a strategic partnership with Broadcom to design and deploy 10 gigawatts of custom AI accelerators, expanding its hardware ecosystem beyond Nvidia and AMD.
Google Cloud and Figma have launched an expanded partnership to embed Google’s generative AI models – including Gemini 2.5 Flash and Imagen 4 – directly into Figma’s design tools, reducing latency and accelerating creative workflows.
IBM has partnered with Anthropic to integrate Claude into its enterprise software suite, launching a new AI-first IDE designed to automate development with built-in governance and security.
OpenAI has completed a secondary share sale worth $6.6 billion, letting current and former employees sell stock at a new $500 billion valuation — a milestone in the company’s funding strategy.