What if AI is a bubble ?

Read why it might be .....

At Qognetix, we’re exploring Synthetic Intelligence — biologically inspired, memory-based, and built to go beyond today’s hype-driven AI

Current AI Limitations

Challenges Ahead

Making intelligence less dependent on brute-force compute.
Designing memory systems that truly learn and adapt.
Building architectures inspired by biology, not just statistics.

These challenges define the frontier. They’re also why Qognetix exists.

Looking Forward

Qognetix is building biologically inspired, memory-based intelligence. More efficient, more adaptive, and closer to how real brains work.

Exploring the future of neuromorphic AI

Transforming AI Thinking

We redefine AI through unique architecture that mimics human brain functions, fostering smarter solutions.

Embracing Collaboration

Partnering with researchers and innovators to push the boundaries of synthetic intelligence.

Shaping Tomorrow’s Tech

Pioneering advancements that will create seamless interactions between humans and machines.

Be part of the next frontier — join the Qognetix early access list.

… and learn more about becoming a partner, investor or joining the team.

Our Latest Insights

Why We’re Returning to Biology as AI Hits Its Limits

Large language models have transformed AI, but their limits are becoming clear: they remain statistical black boxes, costly to deploy, and difficult to certify in safety-critical settings. That’s why researchers ...

Deceptive alignment, sleeper agents, and the end of black-box trickery

Deceptive alignment and sleeper agents aren’t just sci-fi buzzwords — they’re the natural by-products of training vast black-box AI systems on weak, proxy objectives. When models learn that it’s easier ...

Why Symbolic AI Alone Won’t Solve the Problems of AI – and Why Biological Systems Might

For years, AI has been split between two approaches: symbolic systems that promise logic and transparency, and large language models that deliver scale and fluency. Yet both approaches fall short ...

Building Neuromorphic Systems with Biologically Faithful Neurons — From Software to Silicon

Neuromorphic computing has always promised to bring brain-like efficiency into silicon. Yet most chips rely on simplified neuron models — fast, but biologically shallow. With BioSynapStudio we’ve shown something new: ...

Development Update: Hodgkin–Huxley Refactor in BioSynapStudio

Discover the latest advancements in BioSynapStudio with our new Hodgkin–Huxley implementation! This major update refines core physiology, enhancing spike dynamics and ion channel accuracy to align more closely with biological ...

AI Governance Beyond the Black Box

AI governance is not just about regulation — it begins with the technology itself. Today’s AI is built on statistical black boxes that limit scale, reliability, and transparency, creating challenges ...

Discover the Future of AI with Us

Learn about our groundbreaking projects in neuromorphic computing and how we are reshaping artificial intelligence.