GPT-6.1 Terra screenshots: check input cost and readability
Crop for the task, keep text legible and inspect usage before treating image inputs as inexpensive.
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AI & information — Page 3
Use an assistant without losing track of the facts. Check summaries, calculations and the assumptions behind an answer.
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Gemini brand style: check the saved palette in the exported asset
Use retained brand guidance as a starting point, then inspect colors, lettering and dimensions in the real output.
Read the guideAsk AI for an Excel workday formula: specify weekends and holidays
Define the calendar before using WORKDAY.INTL and test a Friday start with and without a supplied holiday.
Read the guideUpdate a skill without losing the version that worked
Save the previous skill, change one behavior and compare the same examples before adopting an update.
Read the guideGemini Notebook source labels: select the evidence for one question
Use labels to organize sources and verify the selected subset before comparing documents or asking for a summary.
Read the guideAI email replies: check that every question was answered
Use a question-to-answer checklist to catch polished replies that overlook one of the sender’s requests.
Read the guideTwo skills demand different formats: resolve the conflict first
Choose one output contract before combining useful skills with incompatible headings, tables or file requirements.
Read the guideAI transcript speaker labels are not verified identities
Keep diarization labels separate from people’s names until the recording provides enough evidence to map them.
Read the guideAI transparent images: check alpha, not a painted checkerboard
Ask for a transparent export and test the actual file on contrasting backgrounds before using it in a design.
Read the guideAI API error 429: when to retry and when to check billing
Read the error details before retrying. Separate temporary throughput limits from quota or billing problems.
Read the guideCodex skill reference files: keep a glossary outside SKILL.md
Use a short SKILL.md and clearly named references so repeated work can use the right terminology without a giant prompt.
Read the guideAI-generated Word documents: bold text is not a heading style
Ask for real Word heading styles and verify the document outline after opening the exported DOCX.
Read the guideMoving a skill between Gemini, ChatGPT and Codex: what to check
Check the destination’s format, tools, files and permissions before relying on a copied skill.
Read the guideGemini Personal Intelligence in Android Auto: check availability first
Separate the Android Auto rollout from Google built-in timing and review connected apps before using personal answers.
Read the guideAI-generated JSON: check syntax, schema and meaning separately
A parseable JSON file can still have wrong fields or invented values. Validate all three layers before import.
Read the guideOpenAI’s 12-hour prompt cache: check write costs before saving
The 20 October cache option changes the cost comparison. Count writes, reads and output for your actual workload.
Read the guideGemini Notebook: review the slide or video plan before rendering
Use the new Review flow to fix scope and order before Gemini Notebook generates slides or a video overview.
Read the guideClaude Enterprise inference hooks: understand an organization’s denial
A governed request may be stopped before inference. Record the reason and use the organization’s approved review process.
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