Uncensored AI for ecology coursework
Field data into tables, tables into the discussion section
The fieldwork takes a day and the report takes a week. The statistics are never the hard part; deciding what they mean about the habitat is, and that is a conversation, not a formula.
Why the mainstream APIs fail here
Hosted models will happily compute a Shannon index and then refuse to discuss why the predator population crashed, because the paragraph involves culling, poisoning or habitat destruction, the actual subject of the course. The discussion section is where the marks are.
How Wild West API is used for this
Send the raw counts and ask for indices, then interpretation, then the limitations paragraph every marker looks for. Ask what a skeptical examiner would attack. Cheap models do the arithmetic passes; keep the interpretation in the same thread so it sees the numbers.
A working loop
- Send the raw data table, not the summary; let the model compute the indices itself.
- Ask for the three critiques a marker would make and pre-empt them.
- Write the conclusion yourself; check it against the numbers.
Details are on the privacy page. Per-model prices are on /models and the pricing model is on /pricing.