Category
Pet Translation
Can AI really translate barks and meows? The science, products, and history.
- Pet Translation TechnologyJune 15, 2026
From BowLingual to PettiChat: A 24-Year History of Failed Pet Translators
A working chronicle of every commercial pet translator product since 2002. What each one promised, what each one actually did, why each one failed — and whether this time is genuinely different.
- Pet Translation TechnologyJune 10, 2026
Animal Behavior Researchers Weigh In: Can AI Really 'Translate' Pets?
We talked to three animal behavior researchers about the current wave of AI pet translation products. The verdict is more nuanced than 'it's all marketing' — but the gap between marketing and science is real, and it matters.
- Pet Translation TechnologyMay 31, 2026
What Alibaba's Qwen Model Actually Does for PettiChat — A Plain-English Explainer
PettiChat sends your dog's bark to Alibaba's Qwen model and sends back a phrase in English. We unpack what's actually happening in that round-trip — what's classification, what's generation, and where the 94.6% accuracy number really lives.
- Pet Translation TechnologyMay 27, 2026
Why Every Pet Translator Has Failed for 24 Years — And Why This Time Might Be Different
BowLingual promised to translate barks in 2002. MeowTalk promised the same for cats in 2020. Petpuls. PettiChat. Twenty-four years of pet translators, and not one has worked the way the marketing suggested. Here's what's different in 2026 — and what isn't.