ChatGPT Images 2.5 for Marketers: Flare vs Sunburst, Workflow and Cost Checks
A practical ChatGPT Images 2.5 guide for marketers: choose Flare or Sunburst, run a controlled creative test, calculate token costs, and approve outputs safely.
28 articles
A practical ChatGPT Images 2.5 guide for marketers: choose Flare or Sunburst, run a controlled creative test, calculate token costs, and approve outputs safely.
A 901-request audit of Astra context, cached tokens and Codex limits, with original charts, Extra High claims and the model-routing changes applied.
Migrate a Gemini 3.7 workflow to 3.8 with supported settings, a worked API budget, caching rules and a cost-per-accepted-task comparison.
Configure GPT-6 Astra in Codex safely: experimental context management, compaction, tools, profiles, Fast mode, usage measurement, and API-versus-plan billing.
A read-only AGENTS.md and skills audit for GPT-6 Astra: map instruction scope, find conflicts, run scenario walkthroughs, and prepare safe edits.
How to enable GPT-6 Astra's experimental Codex context management, test exact fact recovery, detect stale notes, and troubleshoot compaction.
Improve GPT-6 Astra prompts with worked examples, context controls and a quality checklist. Learn how to reduce token waste and evaluate the tradeoffs.
Practical GPT-6 Astra workflows for SEO research, content, campaigns and computer use, with model routing, costs, approvals and measurement.
The two 1 September 2026 announcements answer one enterprise-operations question: what must a buyer verify before enabling a frontier model in a workflow that has privacy, retention or audit requirements? The answer depends on the product surface, plan and approved controls.
OpenAI ZDR and Private Safety Processing explained for marketers: eligibility, endpoint exceptions, data-flow checks, and safe rollout steps.