DALLAS (April 23, 2026). MythWorx, a pioneering AI product lab, today launched NeuroWorx℠, a high-assurance AI reasoning engine designed to eliminate the guesswork inherent in conventional large language models (LLMs). The company also announced an invite-only private preview, giving select organizations early access to the platform.

Verifier-first reasoning

Unlike transformer-based systems that rely on massive parameter counts and probabilistic prediction, NeuroWorx℠ is a verifier-first reasoning system. It tests possibilities, evaluates constraints and eliminates invalid pathways, producing conclusions supported by a traceable chain of logic.

“Enterprises have reached the limits of what purely generative, transformer-based AI models can deliver. NeuroWorx℠ is a high-assurance AI reasoning engine designed for environments where correctness matters more than creativity, and where power, footprint and deployment constraints make traditional models impractical.”

— Jason Williamson, CEO of MythWorx

Built to run where LLMs can’t

LLMs may excel at language synthesis, but they demand enormous GPU resources, consume significant power and often produce hallucinations that can’t be trusted in financial services, healthcare and other regulated industries.

NeuroWorx℠ runs on CPUs rather than GPUs or dense neural stacks, consuming only about 2% of the power required by most LLMs on the market today. It is fully capable on small-form compute systems, from microservers and gateways to ruggedized edge units and air-gapped systems. That unlocks deployment scenarios at the edge, outside the reach of most transformer models.

“MythWorx is a completely unique breakthrough AI platform. As an enterprise cybersecurity solution, we require the kind of auditable, accurate results MythWorx delivers fast and efficiently. It’s truly a game-changer.”

— Bill Johnson, President and CEO, TDi Technologies

What NeuroWorx℠ delivers

• Deterministic, validated reasoning

• Zero hallucinations

• Audit-ready explanations

• Self-evolving solver generation

• Fully on- or offline operation, with no cloud required

MythWorx is an AI product lab launching second-generation AI products built on decades of neuromorphic development in brain-inspired AI. NeuroWorx℠ is the first of several commercially available products launching over the coming months.

Private preview program

To support the launch, MythWorx opened an invite-only preview for organizations. Participants are selected through an application process, and the program runs for 45 days starting April 23. Interested organizations can apply at mythworx.ai/neuroworx-preview.

About MythWorx

MythWorx is pioneering a new class of brain-inspired AI built on human-like reasoning, real-time learning and ultra-low compute. Its proprietary neuromorphic architecture enables systems that understand, adapt and self-improve without massive data, pretraining or energy-intensive infrastructure. Designed for mission-critical enterprise, government and defense applications, MythWorx delivers high-assurance, edge-ready, auditable intelligence that outperforms traditional AI while dramatically reducing cost, latency, hallucinations and power consumption.

Media contact

AJ Jean, PRforMythWorx@bospar.com