Latency measures the delay between an AI request and the resulting response. Interactive generative systems often track time to first token, which reflects how quickly output begins, and time to last token, which captures total completion time. Latency comes from model computation, queueing, network transfer, retrieval, tool calls, safety checks, and application logic. It varies with prompt length, output length, model size, hardware, batching, cache use, and current load. Optimizing only average latency can hide poor experiences, so teams also monitor percentile values and separate each stage of the request. The right target depends on whether the product is conversational, analytical, offline, or safety-critical.
Apple plans to debut a Gemini-based Siri in February, offering more natural conversations, complex tasks, and integration across iOS, iPadOS, and macOS.
Utah launches an AI pilot for prescription renewals, letting algorithms handle routine medication management without physicians, highlighting regulatory and safety challenges.
OpenAI’s latest ChatGPT model has cited Elon Musk-backed Grokipedia across multiple topics, prompting concerns among researchers about how low-credibility sources can influence AI-generated answers.
Language learning app Praktika is using OpenAI models to power a multi-agent tutoring system designed to improve real-world speaking fluency through adaptive, conversational lessons.
Analysts warn 2026 could be a pivotal year for OpenAI and other private AI companies as investors focus on profitability amid rising compute costs and IPO speculation.
Apple is reportedly working on a pin-shaped AI wearable with cameras and microphones, potentially launching in 2027, signaling increased competition in the AI hardware space.
Spotify has launched Prompted Playlists, a new AI-powered playlist creation feature that lets users describe what they want to hear in natural language.
Apple is preparing a major overhaul of Siri that would turn the assistant into a chatbot-style interface integrated into iOS 27, reflecting growing competitive pressure in generative AI.
OpenAI is in talks with Middle Eastern sovereign wealth funds about a potential funding round that could raise roughly $50 billion, underscoring sustained investor appetite for large-scale AI development.
Anthropic publishes Claude’s constitution, a detailed framework guiding AI behavior, ethics, safety, and helpfulness, available under Creative Commons for transparency and research.