Before you fine-tune: test the smallest decision that matters
A new clarification study, a capacity-cost question and a Colorado deadline to recheck.
Read the complete briefing →Specialist-model research desk
Read weekly, monthly and quarterly briefing drafts from the research desk.

These are three independent, editable drafts for the desk’s US software-buyer audience.
Subject: Before you fine-tune: test the smallest decision that matters.
Subject: October model-buying review: measure the service, not just the weights.
Subject: Q1 2027 planning: three tests before a specialist-model commitment.
No subscriber list, email delivery or automated publication has been configured or used for these drafts.
Short answers to the questions buyers ask.
Read →07 / REFERENCEEvidence gaps and limits that still need resolving.
Read →08 / REFERENCEThe research’s own quality scores and limitations.
Read →09 / REFERENCETrace the section’s claims to the original sources.
Read →Three complete audience-specific drafts with dated sourcing and concrete actions. They are unsent and require a publication-date refresh rather than being represented as evergreen news.