
Runable says 60%–70% of its 1 trillion-plus token usage in the last 90 days came from paying customers.
An Indian startup has raised funding to develop AI agents that help small businesses find customers and grow, going beyond the current focus on using AI to build websites and apps. The startup argues that while AI tools make it easier to create digital products, businesses ultimately need help attracting customers through advertising, social media, and search optimization. The company faces challenges including negative profit margins from subsidizing AI costs and competition from major AI model companies that are building their own agents, but differentiates itself by handling infrastructure and distribution alongside content creation rather than requiring users to connect multiple separate services.

Discover how loveholidays uses OpenAI Codex to make software development accessible across the business, helping teams turn ideas into products faster.

Perplexity has released Portable Computer, a local-first build of its agentic Computer platform that runs the agent harness, orchestrator, planner, tool router and post-trained models directly on NVIDIA DGX Spark. The local model, inference engine, tool sandbox and app connectors ship as one packaged system, every task begins on the device, and work handled by local models carries no per-token charge. When a step needs the live web or frontier reasoning, the orchestrator stops and asks before s

Human-Computer Interaction and Visualization
Want to go deeper than the news? Explore live, cohort-based AI courses taught by practitioners.
Browse AI courses on Maven