Algolia acquired Velou to bring retail product data capabilities into its search platform. Here is what the announcement says, and what it leaves open.
Public access brings supported AI-media origin evidence to more recipients. Here is what the SynthID expansion changes, and what a detector still cannot establish.
A personal agent can look useful long before you know whether you should connect everything. Start with one reversible job, narrow permissions, and verified completion.
A shared Site does not make every coworker\x27s source account the same. Map the separate controls, test a normal member\x27s path, and make access understandable before rollout.
A ChatGPT Site can host a supported plugin, but the useful question is what its tools should be allowed to do. Here is a practical contract-and-test process before you share.
ChatGPT Images 2.5 may make reference-led editing more reliable. A repeatable source, edit, inspect and approve loop still matters more than trusting a promising output.
A practical pilot brief for choosing a decision, source, metric, time period, and trusted comparison before asking ChatGPT Work Data to analyze company data.