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.
OpenAI CEO Sam Altman criticized rival Anthropic for its Super Bowl ads mocking ChatGPT, prompting widespread social media ridicule and debate over AI advertising practices.
OpenAI introduced Frontier, a platform enabling enterprises to build, deploy, and manage AI agents across business workflows. The system turns AI into practical coworkers that learn, act, and improve over time.
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.
A new platform called Rent a Human allows AI agents to outsource tasks to real people when automation falls short, highlighting an unusual hybrid model of human-in-the-loop labor.
Claude AI will remain ad-free, Anthropic says, ensuring conversations are unbiased and focused on productivity, while revenue comes from subscriptions and enterprise contracts.
Pinterest CEO Bill Ready dismissed engineers who built an internal tool to track company layoffs, citing privacy violations and obstruction of company operations.
Accel has led a $5.7 million seed round in Fibr AI, a startup using autonomous AI agents to personalize enterprise websites in real time.
Fieldguide, an agentic AI platform for audit and advisory firms, has raised $75 million in Series C funding as demand accelerates for automation and workflow intelligence in professional services.
Siemens Energy plans to spend $1 billion expanding manufacturing and services in the United States, targeting surging demand for power generation equipment driven by data centers, electrification, and grid upgrades.
OpenAI has introduced the Codex app for macOS, a new desktop interface designed to help developers manage multiple AI agents in parallel and supervise long-running software projects more effectively.