AI alignment examines how artificial systems acquire, represent, and act on goals, values, and social norms, and why their behavior often diverges from human expectations. Work in this area studies systematic failures such as bias, sycophancy, hallucinations, deceptive or selfish reasoning, and cultural or linguistic inequities, as well as limitations in commonsense, emotion, and social understanding. It also develops methods for preference learning, norm-following, interpretability, and reliability guarantees to better align AI behavior with human values and societal constraints.
Machine learning & AI
In documenting and recording society's collective data on an unprecedented scale, artificial intelligence is becoming humanity's historian—changing the way we record information for posterity.
Jun 30, 2025
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Computer Sciences
The world's most advanced AI models are exhibiting troubling new behaviors—lying, scheming, and even threatening their creators to achieve their goals.
Jun 29, 2025
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Machine learning & AI
Artificial intelligence is everywhere lately—on the news, in podcasts and around every water cooler. A new, buzzy term, artificial general intelligence (AGI), is dominating conversations and raising more questions than ...
Jun 27, 2025
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Machine learning & AI
In high-stakes situations like health care—or weeknight "Jeopardy!"—it can be safer to say "I don't know" than to answer incorrectly. Doctors, game show contestants, and standardized test-takers understand this, but most ...
Jun 26, 2025
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Machine learning & AI
When teaching a Photoshop class at a children's summer camp, Stevens undergraduate student Gursimran Vasir noticed something strange.
Jun 26, 2025
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Computer Sciences
A research team at the University of Barcelona (UB) has shown how artificial intelligence (AI) models can detect personality traits from written texts, and for the first time has managed to analyze in detail how these systems ...
Jun 25, 2025
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Machine learning & AI
A study published in PeerJ Computer Science reveals significant accuracy-bias trade-offs in artificial intelligence text detection tools that could disproportionately impact non-native English speakers and certain academic ...
Jun 24, 2025
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Machine learning & AI
While humans concentrate on the meaning of objects, artificial intelligence focuses on visual characteristics.
Jun 24, 2025
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Computer Sciences
Recently, text-based image generation models can automatically create high-resolution, high-quality images solely from natural language descriptions. However, when a typical example like the Stable Diffusion model is given ...
Jun 20, 2025
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Computer Sciences
Researchers at EPFL have created a mathematical model that helps explain how breaking language into sequences makes modern AI-like chatbots so good at understanding and using words. The work is published in the journal Physical ...
Jun 20, 2025
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