Research Papers

Data Mixology: Stirred, Not Random

How CLIMB transforms AI training by discovering optimal data mixtures that improve model accuracy, reduce costs, and scale across domains.

Model Capability

Now You See It, Now You Read It

InternVL3 shows how next-gen AI can interpret complex inputs like scanned documents and visuals to drive faster, smarter business decisions.

Model Capability

Don’t Call It a Patchwork: AI Grows Up with Native Multimodal Models

Native multimodal models are emerging as a beter alternative to cobbled-together systems—reshaping multimodal AI gets built.

Model Capability

Syntax and Sensibility

How interpretable artificial text detection using sparse autoencoders offers a scalable, transparent solution for identifying AI-generated writing.

Model Capability

From Still to Thrill

Transforming a single image and voice into realistic, expressive human animation for scalable content creation via OmniHuman-1.

Model Efficiency

Small But Spectacular (When Less is More in AI)

How SmolLM2 is revolutionizing AI efficiency, scalability, and cost-effectiveness.

Model Capability

You Have the Right to Remain Filtered

How constitutional classifiers offer a scalable defense against AI jailbreaks and keep large language models aligned with safety standards.

Model Capability

Location, Location, Foundation

Population Dynamics Foundation Model shows how shared location data can power better forecasting.

Model Capability

Mind Over Model

How DeepSeek R1 redefines AI reasoning with interpretable logic, scalable learning, and enterprise-grade transparency.

Model Scalability

The Long and the Short of It

How MiniMax-01 delivers scalable, accurate, and cost-efficient long-context reasoning.

Model Capability

Retrieval, Reasoning, Repeat

rStar-Math introduces a smarter reasoning framework that boosts performance, improves explainability, and lowers cost.

Model Capability

Thanks for the Memories (But We’ll Forget Them Now)

Discover how the CLEAR redefines what it means for AI to unlearn, without sacrificing model accuracy, speed, or accountability.

Model Efficiency

Bit Happens: How Tiny Weights Are Shaking It Off

BitNet b1.58 shows how its low-bit architecture is challenging conventional models with more efficiency, lower costs, and scalability.

Model Scalability

Flashing the Future: LLMs on Your Device in a Blink

Explore the power of LLM flash memory to bring complex AI models directly to devices—improving performance and reducing latency.

Model Capability

We All Scream for Ice Cream

ICECREAM helps data teams move beyond isolated feature attribution by revealing robust, interpretable patterns.

Model Efficiency

Spit Some Facts, Llama: The Open Model That Talks Business

Learn how LLaMa 2 helps companies safely, securely, and cost-effectively fine-tune and deploy large language models.

Model Capability

Hitting the Right Note

Discover how MusicGen is reshaping AI-generated music by turning text prompts into high-quality soundscapes.

Model Efficiency

Crayon to the Bone

A children's drawing animation system that turns hand-drawn figures into expressive motion (without correcting their creative quirks).