No screens, no server farms: Inside Alchymia’s holographic pocket computer
Alchymia AI is an applied research lab building foundational AI models engineered to produce high-level intelligence at a fraction of the compute and energy demanded by standard industry frameworks.
When an artificial intelligence (AI) model processes a prompt or generates code, it requires tremendous amounts of electricity behind the scenes. These energy-intensive operations are becoming prohibitively expensive as workloads grow more complex, especially for markets without reliable power grids. Ayomide Daniels, the founder of Alchymia AI, is tackling this issue by redesigning AI models to consume significantly less energy while still delivering high-level intelligence.
Instead of simply optimizing existing transformer architectures, Daniels and his team built a new foundational model called Regent, which maintains a constant memory footprint and selectively retrieves information only when needed. This breakthrough architecture slashes training energy by two-thirds and allows the model to operate on edge devices without relying on massive cloud servers.
To further push the boundaries of AI, Alchymia has developed Darkhorse, a frontier model that employs adaptive computation. Darkhorse dynamically adjusts its processing depth to match the complexity of each individual prompt, requiring less energy for simple queries and significantly less energy per token during inference. Although these claims are yet to be independently verified, Alchymia has invested over $2.3 million in non-dilutive funding over the past five years to bring these innovations to fruition.
For Daniels, the goal is to democratize high-level AI, making it accessible to resource-constrained regions across Africa and Asia where power grids are unreliable. To bring AI into the physical world, Alchymia is also creating a screenless computer called Alchymia Bar. This compact device projects interactive holograms, enabling users to interact with AI applications using light beams, much like a traditional screen.
With this device, Alchymia aims to make advanced AI technology more accessible and adaptable to various hardware platforms, ultimately bringing artificial intelligence to the forefront of everyday life.
Written by urgent.news from TechCabal's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
