Twarx / Press

Twarx in the press

Press releases, media coverage, and resources for journalists covering applied AI research.

Media enquiries

[email protected]

Response within 24 hours, Mon—Fri.

Updates

What we're working on

Research

The AI Reality Check — our running study of what current models can actually do

A plain-language, ongoing assessment of where today's models genuinely help in production and where they fall short. We publish what we find as we go, including the results that do not flatter AI.

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Community

New ready-to-run AI agents and automation workflows, published for the community

We regularly release importable AI agents and n8n workflows that anyone can put to work — documented, tested, and built to save real hours rather than impress in a demo.

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Product

Local SLM + RAG systems businesses can own and run themselves

A private Small Language Model and retrieval (RAG) module that runs entirely on a client's own infrastructure, so sensitive data stays in-house and the team keeps full control of the system.

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Position

Why we train custom Small Language Models instead of reselling big ones

For a specific category and dataset, a purpose-built SLM is usually smaller, faster, cheaper to run, and far easier to audit than a general-purpose model. This note explains how we approach it.

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For journalists

Story angles worth covering

Small modelsAngle

"Why specialised SLMs beat general LLMs on narrow, repetitive work"

Data ownershipAngle

"Running a private, local SLM + RAG so business data never leaves the building"

Anti-hypeAngle

"An AI studio that tells clients when not to use AI"

CommunityAngle

"Giving away production-ready automation instead of locking it behind enterprise pricing"

Press kit

Brand assets and boilerplate

The Twarx press kit includes our logo suite (SVG, PNG, dark and light variants), brand colour specifications, executive headshots, and company boilerplate text approved for publication.

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Company boilerplate

"Twarx is an AI integration and implementation consultancy. It builds agentic AI systems and workflow automation, integrates them into the tools a business already runs, and trains private Small Language Models and local RAG systems that clients own and run on their own infrastructure. Twarx measures every deployment against agreed real-world outcomes — not benchmark scores — and gives clients an honest reality check rather than hype."

Company boilerplate · approved for publication