Press and media kit | NeuroForge

In one sentence

NeuroForge is building ERAIS, an expandable cognitive architecture designed to use the right capabilities and effort for each task instead of making the whole system work every time.

Short boilerplate

NeuroForge is an Australian deep-technology company building ERAIS: a working adaptive cognitive architecture. Native training and Fracture conversion build specialised capabilities for a shared system that selects the work each input needs. Explore real speech, native-byte language, vision, reasoning and a continuing shared-world runtime on the NeuroForge site.

Medium boilerplate

NeuroForge is building a different computing architecture for AI.

ERAIS—the Efficient Routed Adaptive Inference System—is designed to hold growing capability across language, vision, audio, memory and tools, then select what the current problem needs. Language modelling is one thing it can do. It is not the definition of the machine.

Native training and Fracture are two paths into ERAIS. Fracture converts learned model components into modular experts; the destination is the same adaptive native architecture, with shared cognition and continued learning.

NeuroForge applies the same philosophy commercially through a fixed-scope 10-Day AI Fit Test: test one real workflow against its hardware, data and operating limits before funding a rollout.

Company facts

Brand: NeuroForge. “NeuroForge IO” is a permitted descriptive spelling.
Legal company: NeuroforgeIO Pty Ltd.
ACN: 701 314 329.
ABN: 87 701 314 329.
Location: Queensland, Australia.
Stage: incorporated, founder-led and pre-revenue.
Current traction statement: zero customers, zero paid pilots, A$0 revenue and A$0 external capital.
Commercial entry: 10-Day AI Fit Test, A$4,800 ex GST.
Funding objective: A$695,000 for an 18-month proof and commercial-validation programme. Public material is not a securities offer.

ERAIS is being developed by NeuroForge and commercialised through NeuroforgeIO Pty Ltd. The site does not represent company ownership of ERAIS before the relevant assignment or licence is executed and evidenced.

ERAIS in plain English

Adding one house should not require demolishing and rebuilding its entire neighbourhood. That is a useful picture of brute-force AI scaling.

ERAIS puts that principle into practice: add the capability, connect it to the shared system, then activate the appropriate tools and effort for each task.

Canonical category line:

ERAIS is an expandable cognitive architecture—not a language model. Language modelling is one capability it can express.

Current public-safe proof signals include:

two completed long native-byte training arms;
a bounded same-host throughput and CPU-package-energy diagnostic;
a governed T4 memory intervention;
a larger stored-parameter A10G execution path;
real audio and labelled video through the shared sparse system; and
an end-to-end tiny-scale Fracture workflow.

Every result retains its own limitation. None establishes general quality, production readiness or broad superiority. Use the ERAIS overview or evidence library for the exact current boundary.

Founder biography

Lloyd Handyside is the full-time founder of NeuroForge.

His multidisciplinary path spans biotechnology and medical research exposure, field and industrial chemical AI, big data, programming and the ERAIS architecture. He uses AI as a deep cognitive and engineering multiplier while retaining direction, synthesis, experiment design, company accountability and stop decisions.

The operating principle is not AI instead of experts. It is amplified experts working inside one coherent scientific system.

Approved founder quote

“I do the impossible because most things called impossible are just incorrectly defined.” — Lloyd Handyside, founder of NeuroForge

Brand and media assets

Keep clear space around the mark and preserve its proportions and colours.

Do not imply endorsement or an existing customer, partner or investment relationship. Ask before materially altering the logo or using it in paid promotion.

Naming and wording

Use NeuroForge for the brand and NeuroforgeIO Pty Ltd for the legal company. ERAIS expands only to Efficient Routed Adaptive Inference System.

Use these lines without inflation:

Company idea: Apply intelligence where it matters.
Long-term goal: Intelligence that can grow without making every thought more expensive.
Human and AI: AI should amplify expertise, not erase it.
Evidence: Vision first. Proof attached. Diligence available.
Commercial entry: Test one real workflow before funding the rollout.

Do not describe ERAIS as production ready, state of the art, customer proven, independently validated, patented, company-owned or generally superior to dense models.

Do not turn applications, proposals, discussions or qualification into partnerships, awards, customers, funding or traction.

Media contact

Use the prepared contact builder and choose “Press and media”, or email press@neuroforge.io.

Include the publication, topic, proposed wording or question, format and deadline. Do not send protected or confidential material in the first message.

For technical context, continue to ERAIS, Research, Progress and proof, or the public claim register.