Liquid AI, an MIT spin-off headquartered in Cambridge, Massachusetts, specializes in developing efficient and scalable general-purpose AI systems. The company focuses on creating AI solutions that are adaptable across various industries and deployment environments. Notably, Liquid AI is featured among The AI Furnace’s AI Hot 100 startups.
What does Liquid AI do?
Liquid AI designs and deploys Liquid Foundation Models (LFMs), which are lightweight, general-purpose AI models optimized for performance and efficiency. These models are tailored for diverse applications, from edge computing devices to cloud infrastructures, enabling businesses to integrate AI seamlessly into their operations.
Key Capabilities
- Customizable Architectures: Liquid AI offers a full-stack toolkit that empowers engineers to tailor LFMs, optimizing architecture, data, policy, and hardware to meet specific business requirements.
- Compute Efficiency: The company maximizes compute efficiency by optimizing inference beyond traditional transformers, delivering faster AI with reduced power consumption that fully leverages existing hardware.
- Small Language Models (SLMs): LFMs are designed for efficiency, enabling deployment across a range of devices—from edge computing environments to cloud infrastructures—while maintaining high performance and a reduced memory footprint.
- Purpose-Built AI: Inspired by biological neural systems, Liquid AI’s networks adapt and learn in real-time, enhancing efficiency and flexibility compared to traditional AI models.
- Foundation Models: LFMs leverage liquid neural networks, inspired by dynamical systems and signal processing, to process complex, sequential, and multimodal data with superior reasoning and flexibility.
- Real-Time Performance: Liquid AI delivers real-time performance by removing cloud dependencies and instantly processing multi-modal inputs, ensuring low latency and high throughput.
- Collaborative Partnership: The company manages the complete model lifecycle, allowing client teams to focus on strategic objectives rather than operational complexity.
Why it stands out
Liquid AI distinguishes itself by developing AI models inspired by biological neural systems, leading to enhanced efficiency and flexibility. This innovative approach enables the deployment of high-performance AI solutions across various environments, from edge devices to cloud infrastructures, without compromising on speed or power consumption.
Quick Facts
- Founded: 2023
- Headquarters: 314 Main St, Cambridge, MA 02142, USA
- Website: liquid.ai
- LinkedIn: Liquid AI Inc
Keep up to date with our stories on LinkedIn, Twitter , Facebook and Instagram.
