Innovative Research at Deconai Labs

We specialize in advanced model behavior analysis and deconstructive modeling to enhance AI understanding and performance across various tasks and modalities.

A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.
A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.

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Model Behavior

Research phases include sampling, annotation, and behavior modeling.

A highly detailed model of a humanoid robot with vibrant colors, featuring a white face, red chin piece, green eyes, and a prominent yellow V-shaped antenna on its head. The body is mostly blue and red, with white and gray accents, holding what appears to be a futuristic weapon in its hand. The background is a blurred dark gradient, which emphasizes the model's vivid colors.
A highly detailed model of a humanoid robot with vibrant colors, featuring a white face, red chin piece, green eyes, and a prominent yellow V-shaped antenna on its head. The body is mostly blue and red, with white and gray accents, holding what appears to be a futuristic weapon in its hand. The background is a blurred dark gradient, which emphasizes the model's vivid colors.
Behavior Modeling

Identifying internal cues driving model output and decisions.

A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.
A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.
Causal Graphs

Visualizing decision paths and internal logic structures effectively.

A robotic dog is highlighted against a dark background. The robot has a yellow body with four black legs and is marked with the name Boston Dynamics. The lighting creates a dramatic contrast, focusing attention on the machine's design and structure.
A robotic dog is highlighted against a dark background. The robot has a yellow body with four black legs and is marked with the name Boston Dynamics. The lighting creates a dramatic contrast, focusing attention on the machine's design and structure.
A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.
A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.
Structural Weakness

Analyzing vulnerabilities in model behavior and performance metrics.

Research Phases

Conducting comprehensive studies across various tasks and modalities.

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Contact Deconai Labs for Collaboration

Reach out for inquiries about our research phases and methodologies.

A close-up view of a computer motherboard with a prominent microchip labeled 'AI' at the center. The board is densely populated with circuits, capacitors, and other electronic components in various shades of gray, black, and gold.
A close-up view of a computer motherboard with a prominent microchip labeled 'AI' at the center. The board is densely populated with circuits, capacitors, and other electronic components in various shades of gray, black, and gold.
Research

Innovative insights into model behavior and analysis.

Analysis

Insight

deconai@xyzmail.com

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