SingularityNET, TrueAGI and Simuli — Developing Cutting-Edge Hardware to Unlock the Power of AGI

SingularityNET, TrueAGI and Simuli team up to create new hardware technology to accelerate and streamline AI development

Peter Elfrink
SingularityNET
4 min readApr 26, 2023

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SingularityNET is thrilled to announce a new partnership agreement with TrueAGI and Simuli Inc., a leading company developing artificial intelligence-focused hardware and microprocessors.

The goal of this partnership is to leapfrog artificial general intelligence advancement through hardware development, with the creation of a Metagraph Pattern Matching Chip (MPMC) as the primary focus.

This MPMC will host the Breadth-First Search (BFS) and the Depth-First Search (DFS) — the two most common graph transversal algorithms, which are used to “guide” the artificial intelligence through the knowledge graphs when searching for information to produce a response.

Integrating these AI systems into one chip will allow for more intuitive knowledge representation, reasoning and decision-making — a groundbreaking advancement in the field of artificial intelligence.

The MPMC microprocessor will be integrated with Simuli’s HyperVector Chip — currently used for processing data patterns more efficiently, using fewer resources, and faster than regular hardware.

Through the consolidation of these two different chips, Simuli Inc. and SingularityNET aim to create an “AGI board” that will be a stepping stone in the realization of artificial general intelligence, or AGI — an artificial intelligence system capable of reasoning, inference, and knowledge generalization at or even beyond human level.

Additionally, the MPMC will be utilized by SingularityNET’s spin-off project TrueAGI to offer AGI-as-a-service to enterprise organizations, enabling businesses and institutions to integrate artificial general intelligence into their processes and services at a global scale.

The partnership between SingularityNET, TrueAGI and Simuli Inc. aims to pave the way for AI developers by dramatically reducing hardware and resource requirements for the creation of artificial intelligence solutions, as well as unlocking exciting new possibilities by erasing the limitations of regular hardware.

Rachel St.Clair, CEO of Simuli Inc., said about the partnership: “The power of optimizing large scale AGI models to run faster by leveraging Simuli’s hardware platform is multifold. First, these AGI frameworks get rapid development that wasn’t exactly possible without large compute cost prior. Then, such a device as the AGI motherboard can expand the types of code that can be run scalably and efficiently in a single instance of the AGI model, for example Hyperon. Also, scalable computing is better for the longevity of the planet and the technology itself, so optimizing on both the SW/HW sides is key. This will likely result in AGI that’s better for everyone. We’re excited to be playing a role in tipping the scale from AI to AGI.“

Dr. Ben Goertzel, CEO of SingularityNET, continued: “The Simuli AGI board has strong potential to catalyze the emergence of a new era of AI techniques and functions. The core of what we need to progress from narrow AI to AGI is of course the right cognitive architectures and learning and reasoning algorithms — but without the right hardware, even the best mathematics and software can’t run efficiently enough to have practical impact. So many AI methods we’ve been working on for decades are going to finally be able to show their stuff in a practical sense when given the right hardware to run on.”

About Simuli Inc.

Simuli Inc. is a company that focuses on hardware design, development, optimization and fabless manufacturing. The company charter is to exponentially reduce hardware and energy cost of advanced AI, which is increasingly becoming a barrier to breakthrough innovation.

With a keen mind for building powerful and sustainable processes, Simuli was founded with the acute vision of building hardware that is robust enough for AGI frameworks while being cheaper and faster for current AI.

About SingularityNET

SingularityNET is a full-stack AI solution powered by a decentralized protocol and the first and only decentralized platform allowing AIs to cooperate and coordinate at scale, removing one of the major limiting factors to AI growth today — the lack of interoperability — which severely restricts the ability to leverage the strengths and capabilities of individual AIs.

About TrueAGI

TrueAGI aims to go beyond the limits of today’s Machine Learning and Deep Learning models, enabling enterprises across verticals to leverage cutting-edge cross-paradigm AGI technology as it emerges.

TrueAGI’s unique technology brings together neural, symbolic and evolutionary learning and reasoning methods to create the next AI breakthrough: Artificial General Intelligence.

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