16 September 2026
Heard In AI

Tag

Enterprise AI

Articles about Enterprise AI from podcasts, articles and papers, with links to the original sources.

Parallel sold patient search agents before it could afford a web index

On Training Data, Parag Agrawal explains how his company Parallel entered web search without first building a giant index: it launched a search agent that crawled after a request arrived, replaced outsourced human data collection for insurance, sales and finance customers, and treated the index as a latency optimization to be grown later. He describes the agent-specific architecture behind it, the 200-millisecond Turbo mode Parallel announced in July, and a Google Cloud deal that puts Parallel Search beside Google Search as a grounding option.

7 min read

Graylin says China’s AI advantage is deployment, not an AGI finish line

Alvin Graylin argues that China is competing to spread useful AI through industry and overseas developer communities, rather than betting everything on reaching general intelligence first. Provincial competition and open-weight models help explain his account, though the policy contrast is not absolute: America’s AI Action Plan also explicitly promotes adoption.

7 min read