FAQ

Does a 92 % precision claim guarantee compliance with EU disinformation laws? No. The precision figure alone does not address recall, which is required for regulatory standards; the debrief at Meta showed that a 58 % recall on low‑resolution content fails EU DDA requirements.

Can I negotiate a higher equity percentage based on deep‑fake expertise? Yes. In the Snap interview, the candidate secured 0.04 % equity by demonstrating ownership of raw‑data validation, a signal that convinced the hiring manager to raise the equity offer.

Should I bring my own dataset to the interview? Absolutely. The Stripe interview rewarded the candidate who presented a 1.2 M‑sample internal corpus, and the hiring panel voted 9‑1 in favor of hire because the candidate proved platform relevance.amazon.com/dp/B0GWWJQ2S3).