Normal Computing develops generative AI specifically for critical enterprise applications, focusing on large-scale enterprises like Fortune 500 companies in sectors such as semiconductor manufacturing, supply chain management, banking, and government. Their technology, based on Probabilistic AI, utilizes statistical analysis to predict outcomes, allowing businesses to have greater control over the reliability, adaptivity, and auditability of their AI models. This approach addresses the significant risks that have hindered AI adoption in these industries. Unlike many competitors, Normal Computing tailors its AI solutions to meet the specific needs of its clients, operating on a subscription or contract basis. The goal of Normal Computing is to mitigate risks associated with AI implementation, enabling enterprises to leverage AI effectively in mission-critical systems.

Celesta Capital

First Spark Ventures

Micron Ventures

ARIA

Enterprise Software

AI & Machine Learning

Normal Computing

AI and hardware company Normal Computing UK was picked as one of 12 teams awarded funding from the Advanced Research + Invention Agency (ARIA) Scaling Compute Programme. This program, backed by £50 million in funding, aims to reduce AI hardware costs by 1000x while diversifying the semiconductor supply chain.

Normal Computing Picked For ARIA's £50 Million Scaling Compute Program

NEW YORK--(BUSINESS WIRE)--Normal Computing, a deep tech AI startup founded by former Google Brain and Alphabet X engineers to develop full-stack applications with enterprise reliability, today unveiled the world’s first thermodynamic computer. Normal’s team conducted the first-ever thermodynamic AI experiment using the prototype hardware to add reliability and controls to the outputs of a neural network – work that could one day help eliminate hallucinations in AI models, and enable AI agents that can reason about the world, yet are controllable and safe. AI applications, like those powered by generative AI and large language models, require massive resources, and today’s computers may not be powerful enough to unlock the full scope of applications. However, the energy required for today's advanced computers will only become a bigger problem as AI models grow in size, with energy consumption already a major issue for today’s Graphical Processing Units (GPUs). Furthermore, even cutting-edge generative AI solutions can be unreliable and unusable in mission-critical applications. Properly accounting for uncertainty using probabilistic AI methods may be essential for AI agents to plan, reason, and have common sense

Normal Computing Unveils The First-Ever Thermodynamic Computer

Normal Computing, New York-based startup building a full-stack probabilistic compute infrastructure enabling artificial intelligence, raised $8.5M in Seed funding.The round was led by Celesta Capital and First Spark Ventures, with participation from Micron Ventures. The company intends to use the funds to advance its commitment to helping large companies use technologies like Generative AI in real-world contexts, and support the research and development of its application development platform and Probabilistic AI technology. Led by CEO Faris Sbahi, Normal Computing builds full-stack infrastructure to solve the most critical applications for enterprise and government, backed by its Probabilistic AI technology. Normal is supporting use-cases where risk has been a central barrier to AI adoption. These systems encompass a wide range of applications, which include automating complex underwriting processes, where policies may involve numerous locations with specific guidelines. Additionally, they can enable autonomous workflows for generating and validating specialized code that adheres to mission-critical constraints and unique idioms for custom and confidential codebases

Normal Computing Raises $8.5M In Seed Funding

Normal Computing, the startup building full-stack probabilistic compute infrastructure enabling artificial intelligence (AI) for the most critical and complex applications, announced today that it has raised $8.5M in a Seed funding round led by Celesta Capital and First Spark Ventures, with participation from Micron Ventures.

Normal Computing Raises $8.5M in Seed Funding to Enable AI Solutions For Critical Enterprise and Government Applications

Generative AI for enterprise applications

Normal Computing

Generative AI for enterprise applications

Normal Computing

Generative AI for enterprise applications

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