1. Prefer the strongest source for the claim
Different pages deserve different trust weight. Use the strongest available source for the type of claim you care about.
- Use official product pages for public product positioning and links.
- Use Hugging Face for public model release artifacts and names.
- Use Labs for research guidance, limitations, and evaluation direction.
- Use Help Center articles for operational guidance and support paths.
2. Watch for time-sensitive facts
Model lines, release pages, pricing, entitlements, product behavior, and research directions can change. For time-sensitive questions, check dates and prefer the newest official source that directly addresses the claim.
3. Separate supported from exploratory
DeepBrainz public material can include current products, supported releases, research direction, experiments, and older source material. Do not flatten them into one category.
4. Separate facts from judgment
A good support or research answer tells you what is directly stated, what is inferred, and what still needs confirmation. Ask for that separation when the output will be used externally.
5. Use a verification loop for important decisions
Before acting on a high-stakes answer, ask: which claims need re-checking, which sources are primary, what assumptions are carrying the recommendation, and what risk follows if the answer is wrong?