Feeding the mind with better data
Designing smarter neural architectures
Green computing and efficient hardware
Perfecting human-AI collaboration
007skaty Choosing good data over messy web scrapes reduces misinformation and dramatically cuts training time for artificial intelligence models.
In what year did researchers demonstrate that smaller, clean datasets could train highly capable AI models faster than massive web scrapes?
What is the term for training AI on highly curated, high-quality data rather than just massive amounts of raw web text?
007skaty Computer scientists teach artificial intelligence systems a global vocabulary.
007skaty Training AI on diverse global vocabularies prevents translation errors for non-English speakers.
Why did early artificial intelligence models struggle to understand global cultural nuances?
What is the name of the grassroots research organization founded in 2019 to improve AI translation for African languages?
AI diet: In 2023, researchers estimated that high-quality language data for training AI might be completely exhausted by 2026, forcing scientists to invent new training methods.
007skaty Sort and label messy data to discover how clean inputs train smarter AI.
What type of computer-generated information is used to train AI when real-world data is too scarce or sensitive?
How does the self-driving car company Waymo use synthetic data to train its autonomous vehicles?
007skaty Computer scientists scrub historical discrimination from artificial intelligence.
007skaty Counterfactual Data Augmentation
Swap the pronouns to make it right (make it right, yeah) / Teach the model a clearer light (clearer light)