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A computer generated image showing a swirl of shapes, meant to depict a hopeful futuristic feeling.
A computer generated image showing a swirl of shapes, meant to depict a hopeful futuristic feeling.

Ai2 blog

Abstract illustration of the AI2 Logo in a banner.

August 2024 - Say hello to Ai2’s new logo

Introducing Ai2’s new brand and website!

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An abstract illustration of swirling shapes, meant to denote a futuristic feeling.

Akari Asai / November 2024 - Ai2 OpenScholar: Scientific literature synthesis with retrieval-augmented language models

Ai2’s & UW’s OpenScholar, a retrieval-augmented LM, helps scientists navigate and synthesize scientific literature.

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Abstract swirls in shades of blue, creating an artistic pattern reminiscent of the style of Van Gogh's Starry Night.

Sahil Verma, Yanai Elazar / November 2024 - How many Van Goghs does it take to Van Gogh? Finding the imitation threshold

Meet MIMETIC^2: Finding the number of images required by text-to-image models for imitation of a concept.

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Swirling shapes in shades of pink and orange blend artistically against a bright, neutral surface

Lj Miranda / October 2024 - Hybrid preferences: Learning to route instances for human vs. AI feedback

We introduce a routing framework that combines inputs from humans and LMs to achieve better annotation quality.

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Mind-body connection, spirituality and harmony abstract illustration

Yuling Gu / October 2024 - Applying theory of mind: Can AI understand and predict human behavior?

"Theory of Mind" is the ability to understand that others have their own thoughts and beliefs.

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Jordan Steward / October 2024 - Ai2 at COP 16: Harnessing AI and conservation tech to protect our planet

We're heading to UN Biodiversity COP to showcase how open, collaborative AI can galvanize communities.

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Abstract translucent layers.

Will Merrill / October 2024 - Investigating pretraining dynamics and stability with OLMo checkpoints

We use data from our open pretraining runs to test hypotheses about training dynamics in OLMo checkpoints.

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An abstract illustration of swirling shapes, meant to provoke a futuristic feeling.

Niklas Muennighoff / September 2024 - OLMoE: An open, small, and state-of-the-art mixture-of-experts model

Introducing OLMoE, the first model to be on the Pareto frontier of performance and size, released with open data.

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An abstract map.

Yuling Gu / August 2024 - Digital Socrates: Evaluating LLMs through explanation critiques

Digital Socrates is an evaluation tool that can characterize LLMs' explanation capabilities.

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Abstract image of clear tiles floating in space.

August 2024 - Open research is the key to unlocking safer AI

Ai2 presents our stance on openness and safety in AI.

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Faeze Brahman and Sachin Kumar / July 2024 - Broadening the scope of noncompliance: When and how AI models should not comply with user requests

We outline the taxonomy of model noncompliance and then delve deeper into implementing model noncompliance.

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Abstract image of rods exploding into space.

Nouha Dziri / June 2024 - The Ai2 Safety Toolkit: Datasets and models for safe and responsible LLMs development

Introducing the Ai2 Safety Toolkit, featuring an automatic red-teaming framework and a lightweight moderation tool.

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