Introducing

Deep Meaning™

Deep learning systems like ChatGPT may be overflowing with knowledge, they are utterly devoid of true intelligence.

To quote Jean Piaget, “intelligence is not what we know, it’s what we do when we don’t know”.

Intelligence is adaptation with insufficient knowledge and resources.

Deep learning systems like ChatGPT may be overflowing with knowledge, they are utterly devoid of true intelligence.

To quote Jean Piaget, “intelligence is not what we know, it’s what we do when we don’t know”.

Intelligence is adaptation with insufficient knowledge and resources.

In 2023, we formulated a new conception of “Meaning” that paved the way to adaptability.

What followed was the development of a new framework for artificial intelligence.

We called it:

Deep Meaning™

What is Deep Meaning™

Deep Meaning™ is an AI agent generating a deep comprehension of the world.

Deep Meaning™ is independent of the learning method being used. It is compatible with a wide variety of conventional approaches, including deep learning.

Deep Meaning™ is ready for real-world deployment where data is scarce, speed matters, energy is limited and the environment is continuously evolving.

An AI that thrives in the real world.

Builds a stable understanding of the world.

Adapts rapidly to new tasks & environments.

Generalizes knowledge to new tasks & environments.

Sustainable with its low power consumption.

Deep Meaning™ in action

In 2023, Solid State of Mind planted a first seed of Deep Meaning™ that sparked ground-breaking adaptability in changing environments, outperforming state-of-the-art AI by a landslide.

In 2025, Solid State of Mind delivered the first implementation of Deep Meaning™ built from first principles. Fast, Frugal, and Adaptable. See it for yourself!

less trials

less energy

Take Deep Meaning™ for a spin

Let’s go!

Deep Meaning™ in action

In 2023, Solid State of Mind planted a first seed of Deep Meaning™ that sparked ground-breaking adaptability in changing environments, outperforming state-of-the-art AI by a landslide.

less trials

less energy

In 2025, Solid State of Mind delivered the first implementation of Deep Meaning™ built from first principles. Fast, Frugal, and Adaptable. See it for yourself!

Take Deep Meaning™ for a spin

Let’s go!

Deep Meaning™, why now?

From its inception, Solid State of Mind has advocated for a transformative
approach to AI, one that addresses the limitations of Deep Learning.

Influential voices in the field now echo this sentiment:

Scaling AI systems will work for two more iterations and after that, the next big frontier is meta-cognition where AI can reason about its tasks.

Bill Gates, 2024

We believe that the future of AI lies in new ideas, not just bigger models.

Sam Altman, 2023

You have to take a step back and say, Okay, we built this ladder, but we want to go to the moon, and there is no way this ladder is going to get us there.

Yann LeCun, 2022

The innovations we need to overcome the weaknesses of ChatGPT and others are ahead of us, and will require new discoveries in artificial intelligence…

Yoshua Bengio, 2023

Deep Meaning™ is the missing piece

Deploying Deep Meaning™

Applications with impact

Deep Meaning™ integrates into embedded and cloud applications, delivering unmatched adaptability and efficiency across telecom, AIoT, healthcare, robotics, recommendation engines, and gaming.

Creating new market opportunities

Deep Meaning™ doesn’t just create opportunities. It rewrites the playbook, opening markets and products only possible with an AI that is truly adaptable.

A positive shift for sustainability

Deep Meaning™ is a sustainable solution for the planet we all share. Not only Deep Meaning™ adapts extremely fast, it is also radically frugal.

An AI that businesses can integrate seamlessly.

No data required for pretraining.

New tasks learned live in the field in a few minutes.

Trainable like a domestic animal: no coding required.

Trustworthy in its explainable nature.

About us

Founded in 2020, Solid State of Mind is at the forefront of the next big revolution in AI. We deliver the first AI technology that understands its environment. This allows our AI agents to adapt to changing environments in real time using very little resources.

Careers

Solid State of Mind is currently seeking talented, motivated and creative individuals to join us:

If you would like to build artificial brains for the real world, send your application to jobs@solidstateofmind.com

News

2023.02.04

Solid State of Mind introduces Deep Meaning

Our Mission

To provide humanity with a truly autonomous artiﬁcial workforce.

Our Vision

By 2027, Solid State of Mind will be at the forefront of the next AI revolution, which will see AI become ubiquitous in our societies. With this in mind, SSoM is shaping its AI to blend naturally and seamlessly into everyday human lives and workflows.

About us