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v3.0 · Research Release

Engineering the Future of Computing

Research • Software • AI • Cybersecurity • Operating Systems. We design the primitives, protocols, and platforms that power tomorrow's infrastructure.

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Research Portal

Ten Disciplines. One Mission.

From bare-metal kernels to frontier models — we publish, ship, and open-source at every layer of the stack.

Products

Premium Engineering, Shipped.

Battle-tested platforms trusted by enterprises, researchers, and independent developers worldwide.

Operating System Lab

VerseOS — A Modern Microkernel Architecture

Capability-based security, async I/O, and formally-verified core components. Hover any module to inspect.

Applications Bootloader Microkernel Scheduler Memory Mgr Filesystem Drivers Graphics Networking Security · vTPM
AI Research

From Fundamentals to Frontier Models

Research Timeline

Q1 2026

Verse-X1 · 32B Reasoning Model

State-of-the-art on MATH, HumanEval+ and SWE-Bench. Fully open weights.

Q4 2025

Sparse MoE Kernel Ops

4.8× throughput on H200 clusters via custom CUDA kernels.

Q3 2025

Constitutional Alignment

New RLHF pipeline reducing hallucination by 62% at eval-time.

Q2 2025

Multimodal Verse-M

Vision + audio + code unified transformer, 8-way parallel.

Benchmarks · Verse-X1

MMLU-Pro87.4
HumanEval+92.1
MATH78.6
SWE-Bench Verified64.2
GPQA-Diamond71.8
1.2T tokens32B paramsMoE 8×Apache-2.0
Cybersecurity

Offensive-Grade Defense

Red team, blue team, purple team — we operate across the full spectrum, from CVE research to production incident response.

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Penetration Testing

Full-scope engagements: network, cloud, mobile, IoT, and hardware.

Threat Intelligence

24/7 monitoring of nation-state actors, dark web, and supply chain risk.

Reverse Engineering

Static & dynamic binary analysis, malware unpacking, protocol RE.

Open Source

Ship. Star. Fork.

Latest

Articles & Research Notes

# install VerseOS kernel via CLI
$ verse-cli install kernel@stable
 Fetched "verse-kernel-6.12.4" (23.4 MB)
 Verified signature · ed25519:9f...ac
 Installed to /verse/kernels/6.12.4
$ verse-cli boot --profile "research"
Technology Stack

Polyglot by Design

Trusted by teams at

NEXUS LABS◆ ORBITALQUANTIC▲ CIPHERPROTON.io■ HELIXSTRATOS◆ VECTORWARE NEXUS LABS◆ ORBITALQUANTIC▲ CIPHERPROTON.io■ HELIXSTRATOS◆ VECTORWARE
Testimonials

Words From Engineers

Careers

Build the Impossible With Us

Remote-first · Async by default · Equity for everyone · $2,000 annual learning stipend

Contact

Let's build something significant.

HQ · San Francisco
548 Market St, CA 94104
Research · Berlin · Bangalore · Tokyo
hello@sshackverse.com