We are building AI for our most pressing crises in silicon.
Solutions
Normal is rethinking semiconductors from the ground up.

There is a crisis in silicon innovation, limiting our potential to derisk complex and new ideas. So we are building the foundational AI we need, Adam, to accelerate hardware engineering with zero defects.
With the help of Adam, our multidisciplinary team is demonstrating possibilities for unconventional chips which achieve the limits of physics – scaling down AI’s energy by 1000x.
1Footnote
The semiconductor industry’s leading companies use Adam to enable 2x faster time-to-market.
Case study
Adam
Automate the creation of test plans with the flagship AI tool by Normal EDA. Powered by our “autoformalizing” AI model series.
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Thermo
Unlock unprecedented quality and efficiency in AI reasoning with Normal’s physics-based computing chip. Designed in partnership with Adam.
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The case for AI reasoning in semiconductors (F500 Semis)
Case study
Writing
Insights & breakthroughs, shaping the future of computing.
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5.19.2025
Prototype Computer Uses Noise to Its Advantage

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Press
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3.27.2025
ChatGPT's Hunger for Energy Could Trigger a GPU Revolution

With AI projects booming and the physical limits of silicon looming, some startups are challenging Nvidia's dominance and say it’s time to reinvent the computer chip entirely.

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Press
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12.23.2024
How to fix computing's AI energy problem: run everything backwards

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Press
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10.31.2024
Normal Computing Selected for ARIA's £50M Scaling Compute Programme to Revolutionize AI Hardware Costs

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Announcements
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5.22.2024
Introducing Fuji-Web

Fuji-Web is an intelligent AI partner that understands the user’s intent, navigates websites autonomously, and executes tasks on the user’s behalf while explaining each action step.

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Engineering
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