Bot Gaffe bots gone wild, catalogued

Algorithms · July 2017Gaffe level: Typo

TV Networks Renamed Shows With Gibberish to Fool Nielsen's Rating Bots

ABC, CBS and NBC aired intentionally misspelled show titles so Nielsen's automated matching system would treat repeats as separate shows. The rating bots never stood a chance against human spelling errors.

Source: Daily Caller News Foundation

nielsentv ratingsgaming the system

Meanwhile on BotKudos.com

AI Avatars Translate Speech Into Kenyan Sign Language in Real Time

Accessibility · October 2026 Kudos level: Bravo

Kenyan engineer Elly Savatia built Terp360, an AI platform that translates speech into Kenyan Sign Language in real time using 3D avatars, with more than 2,300 signs recorded alongside deaf Kenyans. It won the 2025 Africa Prize for Engineering Innovation, and the team has released an open dataset of nearly 12,000 sign-language motion sequences.

Source: The Eastleigh Voice

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