Screner — R&D Lab & Compute Arena

The Lab

A residence-sized, ultra-dense data center controlled entirely by Screner. Maintained at cryogenic temperatures (-50°C or colder) for optimal performance, equipped with hybrid classical + quantum compute, stacked memory, and ultra-high-speed networking. Serves as the authoritative core for Screner intelligence — private, secure, and optimized for minimal latency.

Cryogenic

Extreme Compute Density

The world's most powerful compute in a compact footprint. Autonomous orchestration manages edge devices, sparse compute plants, and orbital nodes from a centralized, residence-scale facility.

Private

Privacy-First Architecture

All data stays in-house, fully auditable, and compliant with GDPR and other applicable privacy regulations. Zero external dependencies for core intelligence operations.

Hybrid

Classical + Quantum

Hybrid classical + quantum compute infrastructure with stacked memory architectures and ultra-high-speed networking for minimal latency across all operations.

Live

Gamified Workspace

Live dashboards show compute activity, model convergence, and optimization metrics in real-time. Infrastructure becomes a visible, engaging spectacle.

Engineers = Star Athletes

Engineers participate as "athletes" in live compute challenges. Each event allows participants to optimize algorithms, orchestration, and infrastructure in real time. Metrics are displayed on dashboards, including compute throughput, model convergence speed, power efficiency, and error recovery performance. Engineers compete for leaderboard positions and innovation points. Public dashboards and visuals are fully anonymized and compliant with privacy rules.

Compute

TFLOPS

Convergence

ms

Efficiency

W/T

Recovery

μs

The Sport: Compute Races

Screner's ecosystem combines users' devices, compute plants, and the R&D lab in timed, gamified challenges. Challenge formats include frontier AI model tuning, federated learning rounds, and real-time inference and personalization tasks. Scoring is based on performance, efficiency, and innovation. Broadcasts stream to internal dashboards or optional public streams, with no disclosure of personal data.

Frontier Tuning

AI model optimization challenges pushing the boundaries of convergence speed and accuracy.

Federated Rounds

Distributed learning competitions across edge devices with privacy-preserving aggregation.

Inference Sprint

Real-time personalization tasks requiring minimal latency and maximum throughput.

Outcome: Engineers engage in a measurable, high-stakes environment. Infrastructure becomes a dynamic, story-driven spectacle, driving innovation and culture.

Screner Compute Challenge

We are now opening pre-registration for the Screner Compute Challenge. Engineers and research teams can express early interest in participation. Development costs are subsidized by Nrutseab via a dedicated subsidiary. Participants retain rights to their IP within the competition sandbox, with commercial licensing negotiated separately. All participation is subject to competition rules, privacy policies, and applicable regulatory compliance. Competition mechanics, timelines, and infrastructure are subject to change as the R&D facility is finalized.

Researcher

Apply to compete as an engineer or researcher. If selected by a brand, receive a guaranteed sponsorship of $500,000/year to support your participation.

Apply as Researcher →

Brand

Partner as a brand in this curated competition. Select up to 2 athlete-researchers and contribute patented technology to the sandbox.

Apply as Brand →

Researcher Application ← Back

Apply to compete for your preferred brand as a researcher/engineer. Each brand will select up to 2 researchers to represent them. If selected, Nrutseab provides a guaranteed sponsorship of $500,000/year.

Full Name *

Email Address *

Phone Number

LinkedIn / GitHub / Portfolio

Current Institution / Company *

Role / Position *

Areas of Expertise *

AI/ML Research

Systems Engineering

Distributed Computing / HPC

Quantum Computing

Data Center Architecture

Other (specify in message)

Preferred Brand(s) to Represent *

Brief Summary of Relevant Projects / Experience *

Why You Want to Compete / Represent Your Preferred Brand(s) *

Resume / CV Upload * (PDF or DOCX)

Additional Notes / Questions

I understand that if selected, I may receive a minimum sponsorship guarantee of $500,000/year. I understand participation is subject to competition rules, privacy compliance, and IP sandbox terms. I consent to my information being shared with selected brands for evaluation purposes. *

Brand Application ← Back

Become a partner brand in the Screner Compute Challenge. Each brand may select up to 2 athlete-researchers and contributes patented technology to the sandbox. Designed for organizations with substantial internal R&D, heavy compute resources, and existing data centers.

1. Brand Information

Company Name *

Headquarters / Location *

Website / LinkedIn *

Primary Contact Name *

Primary Contact Email *

Primary Contact Role / Title *

2. Technical Capability & R&D Profile

Core Compute / R&D Infrastructure Description *

Own Compute/Data Center Resources? *

Approximate Compute Scale *

Technologies to Contribute *

AI / ML Models

Edge Orchestration Software

Hardware Accelerators

Data Pipelines / Training Infrastructure

Other (specify below)

3. Athlete Selection & Participation

Planned Method for Selecting 2 Athlete Participants

Specific Goals for Participation

4. Organizational Vision

Why Does Your Company Want to Participate? *

Previous Experience with Competitions or Live Compute Events

Additional Comments

I confirm that technologies shared are patented/company-owned, and we agree to waive IP rights for competition purposes only. I understand commercial use outside the sandbox is negotiated separately. We agree to comply with competition rules, privacy, and data policies. Each brand may select up to 2 athletes. *

[email protected] | Last Updated: January 2026
Nrutseab Ltd — Development costs subsidized via dedicated subsidiary.
All IP rights, privacy policies, and regulatory compliance strictly enforced.

Screner R&D Lab