Innovative Research at Deconai Labs

At Deconai Labs, we conduct cutting-edge research in model behavior, focusing on sampling, annotation, and deconstructive modeling to enhance AI understanding and performance across various tasks and modalities.

A humanoid robot with a white head and realistic design is seated on a wooden bench indoors. The robot appears to be engaging with a tablet device. Behind the bench, a large window provides a view of a grassy outdoor area with what looks like an art installation or seating arrangement.
A humanoid robot with a white head and realistic design is seated on a wooden bench indoors. The robot appears to be engaging with a tablet device. Behind the bench, a large window provides a view of a grassy outdoor area with what looks like an art installation or seating arrangement.
Our Research Phases
Understanding Model Behavior

We utilize advanced techniques like causal graphs and self-explanation tagging to visualize and analyze the internal logic structures driving AI outputs, ensuring improved semantic coherence and reasoning consistency.

Model Behavior

Research phases include sampling, annotation, and behavior modeling.

A sleek and reflective humanoid robot stands against a dark background. The robot's surface is glossy and metallic, giving it a futuristic and high-tech appearance. The structure of the robot is humanoid with defined limbs and a head, and it appears to be contemplating or observing something. The dark and reflective environment around the robot emphasizes its metallic features.
A sleek and reflective humanoid robot stands against a dark background. The robot's surface is glossy and metallic, giving it a futuristic and high-tech appearance. The structure of the robot is humanoid with defined limbs and a head, and it appears to be contemplating or observing something. The dark and reflective environment around the robot emphasizes its metallic features.
Behavior Modeling

Utilizing language models to analyze internal cues and decision paths.

A smartphone displays a webpage related to ChatGPT, showcasing details about the language model and its development. The screen shows text explaining ChatGPT's capabilities and origins. In the background, a logo with a neural network design and the word 'ChatGPT' are visible.
A smartphone displays a webpage related to ChatGPT, showcasing details about the language model and its development. The screen shows text explaining ChatGPT's capabilities and origins. In the background, a logo with a neural network design and the word 'ChatGPT' are visible.
Weakness Analysis

Identifying structural weaknesses in model behavior through comprehensive evaluation.

Contact Us

A realistic human-like mannequin or training dummy is positioned against a blurred green natural background. The mannequin has a stern, intense expression on its face, with detailed facial features including furrowed brows and deep-set eyes. It appears to be made of a smooth, solid material.
A realistic human-like mannequin or training dummy is positioned against a blurred green natural background. The mannequin has a stern, intense expression on its face, with detailed facial features including furrowed brows and deep-set eyes. It appears to be made of a smooth, solid material.

Reach out for inquiries about our research phases and behavior modeling techniques in AI development.

Research

Innovative insights into model behavior and analysis.

Analysis

Insight

deconai@xyzmail.com

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