synthetic data poisoning in training set detector — free browser tool | fatcousin | fatcousin

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disclaimer·acceptable use·grading rubric·manifesto

no warranty · outputs require independent verification · all processing happens on your device · this is not legal, forensic, medical, or financial advice

ready

local

// fatcousin · local process monitor

00:00:00

// session started —

// tool · synthetic-data-poisoning-in-training-set-detector

// origin · —

// user agent · —

// verdict · files processed locally · verify by watching NET events below

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NET · no outbound requests · all processing local

this panel shows everything. if something looks wrong, it is wrong. that's the contract.

drop training set · detect synthetic poisoning · runs locally

[input]

drop agent / mcp audit export

csv · json · jsonl · multiple files · local only

Select file

training set export · local only

[limits]

heuristic screener · vendor schema varies · not definitive proof

[status]

>ready