AI
AI Spending Moves From Experimentation to Infrastructure
Corporate AI budgets are shifting out of innovation labs and into core operating lines, a change that is quietly redrawing how companies account for technology itself.
AI
AI
The Training Data Market Grows Up
After years of scraping first and negotiating later, AI developers are building formal licensing pipelines, and content owners are learning what their archives are worth.
Companies Cannot Tell Whether Their AI Works
Deployment has run well ahead of measurement. A striking number of production systems have no defensible answer to whether they are performing better than what they replaced.
Small Businesses Find New Uses for Generative AI
Away from enterprise pilots and keynote demos, small firms are putting generative tools to work on the least glamorous parts of operating a business.
Corporate Buyers Push for Standard Terms in AI Model Contracts
Procurement departments, tired of negotiating novel terms for every AI vendor, are converging on shared contract language for data handling, evaluation and exit.
Small Models, Big Deployments
The frontier gets the headlines, but the volume is moving to compact models that run cheaply, privately and close to the work.
Model Deprecation Becomes an Enterprise Risk
Companies built production systems on models that vendors retire on their own schedule. The resulting migrations are unplanned, unbudgeted and increasingly frequent.