AI Chip Resilience

Innovative research in error modeling, simulation, and fault-tolerance for advanced AI chip architectures.

Error Modeling Services

We provide comprehensive error modeling and fault-tolerance solutions for AI chips and semiconductor devices.

A metallic robotic hand and a human hand point towards each other at the center. Between them, there is a stylized, crystal-like representation of the letters 'AI'. The background is a gradient of orange shades.
A metallic robotic hand and a human hand point towards each other at the center. Between them, there is a stylized, crystal-like representation of the letters 'AI'. The background is a gradient of orange shades.
A laptop screen displaying the OpenAI logo and text. The laptop keyboard is visible below, with keys illuminated in a dimly lit environment.
A laptop screen displaying the OpenAI logo and text. The laptop keyboard is visible below, with keys illuminated in a dimly lit environment.
Simulation Framework

Our simulation framework accurately models cosmic ray-induced bit flips across various levels of AI architecture.

Sensitivity Analysis

We evaluate AI components' sensitivity to errors, identifying vulnerabilities to enhance system reliability and performance.

Error Modeling

Developing frameworks for AI chip error analysis and mitigation.

A smartphone displaying the OpenAI logo rests on a laptop keyboard. The screen features a blue abstract design, and the keyboard is visible beneath with dimly lit keys.
A smartphone displaying the OpenAI logo rests on a laptop keyboard. The screen features a blue abstract design, and the keyboard is visible beneath with dimly lit keys.
Fault Tolerance

Designing strategies for AI chip error resilience and validation.

A stylized representation of a computer chip is integrated into a black and teal geometric background. The chip features a minimalist, futuristic face design along with the text 'CHAT GPT' in bold, glowing teal. The background consists of repeating black shapes outlined in teal, creating a high-tech, digital atmosphere.
A stylized representation of a computer chip is integrated into a black and teal geometric background. The chip features a minimalist, futuristic face design along with the text 'CHAT GPT' in bold, glowing teal. The background consists of repeating black shapes outlined in teal, creating a high-tech, digital atmosphere.
A smartphone displaying the 'Copilot' application screen, featuring a colorful logo and tagline 'Everyday AI companion'. The background consists of blurred images of digital applications such as Google Flights, Hotels, and Maps, suggesting various functionalities.
A smartphone displaying the 'Copilot' application screen, featuring a colorful logo and tagline 'Everyday AI companion'. The background consists of blurred images of digital applications such as Google Flights, Hotels, and Maps, suggesting various functionalities.
A close-up view of a green circuit board featuring a prominent black microchip with metallic pins. The microchip has white alphanumeric markings on its surface, and the surrounding area displays various circuit patterns and solder points.
A close-up view of a green circuit board featuring a prominent black microchip with metallic pins. The microchip has white alphanumeric markings on its surface, and the surrounding area displays various circuit patterns and solder points.
Sensitivity Analysis

Evaluating AI architecture vulnerabilities to cosmic ray-induced errors.

Research

Innovative error models for AI chip resilience.

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