An MIT Technology Review piece argues that the next edge in enterprise AI lies less in picking a model than in what gets built around it. After years focused on bigger models and benchmark scores, it says the surrounding system now matters more.
At Smarsh's EDGE event, the archive of employee communications that financial firms keep for regulators was pitched as a source of business intelligence. AI can now analyze a year of emails, messages and AI prompts, but that makes governance the starting point.
Replit has launched Monitoring Agent, an autonomous on-call engineer for apps built on its platform. When a production issue hits, it investigates the alert, finds the cause, makes and validates a fix, deploys it and reports back on what changed.
Meta has restored sharing in Muse after security researchers at Claroc reported that public conversation links were easy to find. The researchers said they had come across pages such as a company's internal revenue review and a small business owner's loan application.
OpenAI has introduced the Decisions API, pitched as a way for developers to get fast, focused and low-cost decisions inside any application.
Canva is making its first in-house image generation model available to all users. The company promises better, more customizable results at lower cost.