Algorithm Design Services

We propose optimization algorithms for trustworthy AI systems focusing on security, robustness, and fairness.

Model Implementation

Implementing algorithms using GPT-4 fine-tuning for enhanced model training and performance evaluation.

A black screen or display monitor with the OpenAI logo and text in white centered in the middle. The background is a gradient transitioning from dark to light blue from top to bottom.
A black screen or display monitor with the OpenAI logo and text in white centered in the middle. The background is a gradient transitioning from dark to light blue from top to bottom.
Experimental Validation

Testing optimization algorithms on large datasets to evaluate performance in security, robustness, and fairness.

Application Research

Applying optimized AI systems to real-world scenarios like financial risk control and media.
A neon sign displaying the words 'DO NOT TRUST ROBOTS' with a dark background and various reflections. The letters are illuminated in a warm yellowish-orange color, creating a stark contrast against the dim setting.
A neon sign displaying the words 'DO NOT TRUST ROBOTS' with a dark background and various reflections. The letters are illuminated in a warm yellowish-orange color, creating a stark contrast against the dim setting.
A smartphone displaying the OpenAI logo is resting on a laptop keyboard. The phone screen reflects purple and white light patterns, adding a modern and tech-focused ambiance.
A smartphone displaying the OpenAI logo is resting on a laptop keyboard. The phone screen reflects purple and white light patterns, adding a modern and tech-focused ambiance.

Algorithm Design

Optimizing algorithms for trustworthy AI systems and security applications.

A low-light image featuring a blurred, glowing white Google Bard logo in the background and a clear OpenAI logo with a knot design in the foreground, set against a dark background.
A low-light image featuring a blurred, glowing white Google Bard logo in the background and a clear OpenAI logo with a knot design in the foreground, set against a dark background.
Model Implementation

Implementing algorithms using GPT-4 for enhanced training.

A grey processor chip with the letters 'AI' prominently displayed in blue, set against a subtle background with faint outlines of a map.
A grey processor chip with the letters 'AI' prominently displayed in blue, set against a subtle background with faint outlines of a map.
A conference room with a long wooden table surrounded by chairs covered in protective plastic. Multiple computer monitors are placed on tables against the walls, each displaying nature-themed images. The walls are lined with wood paneling, and a sign indicating a center for artificial intelligence is displayed at the front. There are decorative flower arrangements on the table, and the overall setup suggests a professional environment.
A conference room with a long wooden table surrounded by chairs covered in protective plastic. Multiple computer monitors are placed on tables against the walls, each displaying nature-themed images. The walls are lined with wood paneling, and a sign indicating a center for artificial intelligence is displayed at the front. There are decorative flower arrangements on the table, and the overall setup suggests a professional environment.
A computer screen displaying a webpage about ChatGPT, focusing on optimizing language models for dialogue. The webpage has text describing the model and includes the OpenAI logo. The background is green with some purple graphical elements on the side.
A computer screen displaying a webpage about ChatGPT, focusing on optimizing language models for dialogue. The webpage has text describing the model and includes the OpenAI logo. The background is green with some purple graphical elements on the side.
Experimental Validation

Testing performance on large datasets for security and fairness.