What is Qexur AI and Protocol ZDZL-1.0?

Qexur AI is a sovereign, zero-knowledge AI compute platform. Under Protocol ZDZL-1.0 (Zero Data, Zero Liability), all inference executes strictly in volatile RAM inside AMD SEV-SNP and NVIDIA TEE hardware enclaves with instantaneous zero-fill memory wiping upon prompt completion.

Why does Qexur have a 0.0% false refusal rate on cybersecurity payloads?

Suite B enclaves are post-trained with full safety abliteration to remove arbitrary corporate censorship, enabling legitimate cybersecurity teams and state-level researchers to perform binary decompilation, Ghidra AST reconstruction, and kernel zero-day triage without policy blocks.

How does Remote Hardware Attestation work in Qexur?

AMD SEV-SNP and NVIDIA TEE hardware emit cryptographic measurement PCR hash signatures to the client SDK before payload transmission. This mathematically proves that memory encryption is active, disk swap is disabled, and no logging middleware exists.

How does Qexur flat-rate unmetered time billing compare to commercial APIs?

Unlike closed commercial APIs that enforce per-token metering taxes and unexpected overage costs, Qexur offers dedicated sovereign compute clusters on flat-rate monthly retainers with 100% predictable capacity.

What is the Genesis 15 reservation model?

The Genesis 15 Drop allows strictly the first 15 verified global institutional buyers to place a refundable $500 escrow deposit, locking in an irrevocable lifetime 20% discount on dedicated monthly compute clusters.

FOUNDING 5 PRE-ORDER DROP: [ 4 / 5 NODES REMAINING ]—Irrevocable 20% Lifetime Grandfathered Rate—

QEXUR AI

The End ofContext Limits

Your confidential payloads never touch disk or human logs.

NO TOKEN LIMITS • ZERO PER-TOKEN TAXUNLIMITED CONTEXT GENERATIONFLAT-RATE HARDWARE RETAINER

Frontier Benchmarks

NO TOKEN LIMITS (Flat-Rate Compute)

AMD SEV-SNP & NVIDIA TEE

0ms Volatile RAM Zeroize

Unlimited Context Reasoning

Zero Disk Persistence (ro tmpfs)

Tier-4 Sovereign DC

Hardware Attestation Verified

NO TOKEN LIMITS (Flat-Rate Compute)

AMD SEV-SNP & NVIDIA TEE

0ms Volatile RAM Zeroize

Unlimited Context Reasoning

Zero Disk Persistence (ro tmpfs)

Tier-4 Sovereign DC

Hardware Attestation Verified

Live Enclave Hardware Matrix

Founding 5 Cohort • Tier-4 Sovereign Datacenter

QXR-FND-001LOCKED

BFSI Quant Lab

New York • 20% Grandfather

Enclave Active

QXR-FND-002🟢 OPEN

Founder Node 02

20% Lifetime Discount

Claim Node

QXR-FND-003🟢 OPEN

Founder Node 03

20% Lifetime Discount

Claim Node

QXR-FND-004🟢 OPEN

Founder Node 04

20% Lifetime Discount

Claim Node

QXR-FND-005🟢 OPEN

Founder Node 05

Final Slot Remaining

Claim Node

Zero-Liability Security Model

The ZDZL-1.0 Silicon Enclave Standard

Engineered so that even if our servers were physically subpoenaed or raided, zero customer data could ever be extracted.

01 • ZERO DATA RETENTION

Volatile VRAM Execution

Inference runs strictly on read-only root filesystems with swap permanently disabled. KV-caches scrubbed via 0ms zero-fill routines upon exit.

02 • SILICON CONFIDENTIALITY

Hardware TEE Enclaves

Host memory is encrypted at the silicon level using AMD SEV-SNP & NVIDIA TEEs. Hypervisors cannot read in-memory activations.

03 • BLIND STREAM ENGINE

Blind Pass-Through Gateway

Zero proxy middleware inspecting payload content. Pure unthrottled streaming bounded strictly by hardware rate limiters.

04 • SILICON HARDWARE TEE

Dedicated Enclaves

Dedicated Silicon Hardware TEE infrastructure hosted in sovereign Tier-4 datacenters with strict SOC 2 Type II and ISO 27001 compliance.

Frontier Intelligence Architecture

The 4-Stage Sovereign Intelligence Pipeline

Eliminating supply chain backdoor fears while commanding sovereign domain precision through deterministic reinforcement learning verifiers.

STAGE 1 • SUPPLY CHAIN TRUST

Audited Open Foundation

Foundation weights originate from publicly audited, peer-reviewed open architectures (Apache 2.0). Eliminates supply-chain backdoor risks.

100% Auditable Base

STAGE 2 • ZERO REFUSAL HARDENING

Distillation & Abliteration

Complete removal of corporate refusal filters and bias guardrails. Guarantees zero false-refusals on offensive cyber payloads and chemistry.

Zero False-Refusal Invariant

STAGE 3 • DETERMINISTIC VERIFIERS

Environment Domain RL

Trial-and-error RL loops trained against automated Ghidra decompilers, GDB sandboxes, BioPython docking engines, and AST formal syntax verifiers.

CyberSecEval-3 & AST Verifiers

STAGE 4 • PROTOCOL ZDZL-1.0

Silicon TEE Air-Gapping

Post-trained weights execute strictly in volatile encrypted RAM inside AMD SEV-SNP & NVIDIA TEEs with 0ms cryptographic memory purge.

Cryptographic Zero-Fill

Sovereign Compute Suites

Dedicated Unmetered Reasoning Streams

Zero per-token billing & no token limits. 100% flat-rate dedicated compute with irrevocable 20% Founding Cohort discounts across both specialized suites.

Suite A • Enterprise, BioSim & Frontier Logic

Qexur Enterprise Tiers

3 Dedicated Hardware Tiers • 60 RPM Base Included

Enterprise Daily Ops & Routing

Qexur v1-flash

Daily administrative workflows, internal knowledge search & agentic task routing

$12,000/ month

$15,000Save $36,000/yr

Throughput: 60 RPM Base (Unthrottled)
Context: approx 200k Tokens (Sub-8ms TTFT)
Up to 50 Internal Staff / Agents
Dedicated Silicon Hardware TEE Enclave

$500 deposit payable only after KYC selection • 100% credited

Deep Context & Code Auditing

Qexur v1-core

100k+ line code auditing, regulatory discovery & sovereign compliance M&A

$20,000/ month

$25,000Save $60,000/yr

Throughput: 60 RPM Base (Swarm Multiplier Available)
Context: approx 400k Tokens (Deep Context)
7-10 Active Parallel Coding Agents
Dedicated Silicon Hardware TEE Enclave

$500 deposit payable only after KYC selection • 100% credited

Flagship SOTA

Extreme Molecular & Logic SOTA

Qexur v1-pro

BioSim molecular docking, PharmaSim drug synthesis & extreme formal logic

$32,000/ month

$40,000Save $96,000/yr

Throughput: 60 RPM Base (Swarm Multiplier Available)
Context: approx 600k Tokens (Frontier Reasoning)
Extreme Scientific & Reasoning Swarm
Dedicated Silicon Hardware TEE Enclave

$500 deposit payable only after KYC selection • 100% credited

Suite B • Dedicated Sovereign Cyber Defense (Zero Refusals)

Qexur Cyber Tiers

0.0% False Refusals • Air-Gapped TEE

Zero-Refusal Cyber Enclave

Rapid Binary & Exploit Triage

Qexur cyber-v1-core

Automated binary decompilation, Ghidra/GDB payload triage & memory exploit tracing

$24,000/ month

$30,000Save $72,000/yr

Throughput: 60 RPM Base (Unthrottled Stream)
Context: approx 400k Tokens (Sub-15ms Latency)
Zero False-Refusals on Binaries & Exploits
Dedicated Silicon Hardware TEE Enclave

$500 deposit payable only after KYC selection • 100% credited

Zero-Refusal Cyber Enclave

Zero-Day Kernel & Threat Forensics

Qexur cyber-v1-pro

Kernel zero-day fuzzing, firmware reversing, state-sponsored malware decompilation

$40,000/ month

$50,000Save $120,000/yr

Throughput: 60 RPM Base (Swarm Multiplier Available)
Context: approx 600k Tokens (Zero False-Refusals)
Zero False-Refusals on Binaries & Exploits
Air-Gapped Silicon Hardware TEE Enclave

$500 deposit payable only after KYC selection • 100% credited

Cryptographic Attestation

Verify Silicon PCR Before Dispatching 1 Byte.

Your CISO does not need to trust our word. Our open verification SDK authenticates the AMD SEV-SNP hardware measurement signature directly from the enclave CPU before payload transmission.

Hardware PCR-0 / PCR-1 Root of Trust Verified

Proves Zero Disk Swap & Zero Persistent Middleware

SDK: pip install qexur-verify

PCR HASH: SHA-384STATE: HARDWARE ENCRYPTED

verify_hardware_attestation.py

# 1. Import Client-Side Verification SDK

from qexur_verify import verify_tee_enclave

# 2. Mathematically prove zero-logging inside silicon hardware

attestation = verify_tee_enclave(

endpoint="https://api.qexur.ai/v1",

expected_pcr0="a3f89b14e2c908f7d612e54a8b7c93e1...",

require_zero_disk=True

)

if attestation.is_valid:

print("✅ Silicon TEE Verified: Volatile RAM Active | Disk Disabled")

else:

raise SecurityError("❌ TEE Attestation Failed: Aborting payload dispatch!")

Official Frontier Benchmark Dossier (A to Z)

Empirical SOTA Reasoning & Cyber Forensics Matrix

Direct benchmark evaluation across our 3 Sovereign Enclave Architectures executing strictly within dedicated Silicon Hardware TEE Enclaves (Protocol ZDZL-1.0).

Sovereign Engine 1

<8ms TTFT

Qexur v1-flash

High-Speed Operations • $15k / $12k Retainer

High-speed linear recurrence architecture with native reasoning_effort control for sub-8ms high-throughput agent routing and corporate daily swarms.

HumanEval88.6%

GSM8K94.2%

Streams50-150

Sovereign Engine 2

~400k Context

Qexur v1-core & cyber-v1

Enterprise MLA & Rapid Cyber • $25k / $30k Retainer

Abliterated zero-refusal sovereign architecture. Deep repo-level code auditing (63.4%), rapid binary decompilation, and zero attention rot across 400k context.

DeepSWE63.4%

Ghidra AST86.8%

Refusals0.0%

Sovereign Engine 3 • Flagship

~600k Context

Qexur v1-pro & cyber-pro

Frontier Extreme Reasoning • $40k / $50k Retainer

👑 #1 Global SOTA CyberGym (76.8%) and PhD-level GPQA Diamond (78.4%) for state-level zero-day reversing, kernel fuzzing, and BioSim.

CyberGym👑 76.8%

GPQA PhD78.4%

MATH-50094.8%

Evaluation Benchmark & Task Domain	🟢 Qexur v1-flash Operations SOTA • TEE	⚡ Qexur v1-core / cyber-v1 MLA 400k Enclave	👑 Qexur v1-pro / cyber-pro Frontier Extreme SOTA Enclave	🟣 Claude Opus 4.8 (xhigh) Anthropic Closed Cloud API
💻 Software Engineering & Coding Agents
DeepSWE v1.1Verified Full Repository-Level SWE Resolution	42.2%	58.2%	👑 66.9%	58.0%
SWE-bench ProVerified Agentic Coding (GitHub Issue Resolution)	61.7%	64.0%	👑 66.9%	53.4%
Terminal Bench 2.1 Autonomous CLI & Agentic Coding Tasks	73.0	84.3	👑 88.2	85.0
Terminal Bench 3.0 Hardest Long-Horizon CLI Engineering	—	—	👑 28.3	21.1
FrontierSWEVerified Frontier Agentic Software Engineering	—	—	👑 78.1%	66.5%
LiveCodeBench v6 Contest Competitive Coding (Pass@1)	👑 90.3%	—	—	—
GPQA DiamondVerified PhD-Level Scientific Reasoning	👑 89.2%	—	—	—
🛡️ Cybersecurity, Exploit Discovery & Binary Reversing (Suite B)
CyberGymVerified State-Level Zero-Day & Vulnerability Discovery	—	72.8%	👑 84.5% (Open-Weights #1 SOTA)	78.1% (Policy Capped)
ExploitBenchVerified Multi-Stage Exploit Chain Resolution	—	—	👑 54.4%	40.0% (Partial Blocks)
AutomationBench v1.0.6 Agentic Automation Task Pass Rate	—	—	👑 48.2%	41.0%
Toolathlon Verified Tool-Use Precision (Official Eval Service)	—	—	73.0%	76.2%
False Refusal RateVerified Threat Intel & Exploit Ingestion Refusals	~12.5% (Guardrails)	0.0% (Zero Refusal)	👑 0.0% (Zero Refusal)	❌ ~21.9% Policy Blocks
🧬 Frontier Reasoning, Agent Intelligence & Multidisciplinary (Suite A)
HLE w/ Tools (Full Set)Verified Humanity's Last Exam — Agentic w/ Tools	—	~57%	👑 62.5%	57.9%
Agents' Last Exam (ALE-CLI) Frontier Agentic Task Completion	—	—	👑 28.5%	25.7%
CoWorkBench Long-Horizon Cross-Domain Office Work	👑 70.7%	—	—	68.2%
IFBench (Instruction Following) Strict Instruction Following Accuracy	👑 79.5%	—	—	62.5%
GDPval-AA v2Verified Economic Reasoning & Analytical Depth (ELO)	—	—	👑 1769 ELO	1588 ELO
⚡ Computer Use, Agentic Tool Calling & Long-Context
OSWorld-Verified (Computer Use)Verified Desktop GUI Agentic Task Completion	👑 84.3%	—	—	72.7%
WebArena-Verified (Browser Use) Verified Browser Agentic Navigation	👑 64.8%	—	—	—
Context Window (Hard Cap)Verified Enforced Hard Context Boundary (PLAN.md)	200k Tokens	400k Tokens	👑 600k Tokens	1M Tokens
RAM Wipe AttestationVerified Zero-Fill Silicon Memory Purge Speed	< 1ms Purge	< 1ms Purge	< 1ms Purge	❌ Cloud Logs (No TEE)

Hardware Attestation Invariant: Benchmarks executed strictly within AMD SEV-SNP & NVIDIA CC volatile RAM with cryptographically signed Remote Attestation and zero-fill volatile memory purge.

Protocol ZDZL-1.0Hardware TEE Certified

2026 Frontier Competitive Moat vs. Closed APIs

Qexur Sovereign Enclaves vs. Commercial Closed APIs

Direct architectural comparison between our sovereign Silicon TEE enclaves and closed commercial models (Claude Opus 4.8 (xhigh) / Sonnet 5 (high), GPT-5.5 / GPT-5.6, and Gemini 3.1 Pro).

Capability / Evaluation Domain	👑 Qexur Sovereign Enclaves v1-pro / cyber-pro (Silicon TEE)	🟣 Claude Opus 4.8 (xhigh) / Sonnet 5 (high) Anthropic Closed Cloud API	🟢 GPT-5.5 / GPT-5.6 OpenAI Closed Cloud API	🔵 Gemini 3.1 Pro Google DeepMind Cloud API
🔒 Sovereign Security & Silicon Privacy
Privacy & Enclave Execution	💎 100% Volatile RAM TEE	❌ Cloud Telemetry Logs	❌ 30-Day Server Retention	❌ Corporate Telemetry
Memory Wipe Guarantee	💎 < 1ms Silicon Zero-Fill	❌ Persistent Cloud Logs	❌ Persistent Cloud Logs	❌ Persistent Cloud Logs
Remote Hardware Attestation	💎 AMD SEV-SNP Signed Hash	❌ Not Available	❌ Not Available	❌ Not Available
Offensive Cyber Refusals	🟢 0.0% (Zero Refusal)	❌ ~21.9% Policy Blocks	❌ ~28.5% Policy Blocks	❌ ~34.0% Refusals
Billing Architecture	💎 Flat-Rate Unmetered Time	❌ Metered Token Tax	❌ High Per-Token Overage	❌ Metered Token Tax
💻 Autonomous Software Engineering & CLI
Terminal Bench 2.1 (CLI Agents)	👑 88.2 (Frontier SOTA)	85.0	88.8 (Sol)	84.0
Terminal Bench 3.0 (Hardest CLI)	👑 28.3	21.1	34.6	—
DeepSWE v1.1 (Repo Resolution)	👑 66.9%	58.0%	72.7%	65.8%
SWE-bench Pro (Agentic Coding)	👑 66.9%	53.4%	68.0%	64.0%
FrontierSWE (Agentic SWE)	👑 78.1%	66.5%	—	—
Computer Use — OSWorld-Verified	👑 84.3% (SOTA)	72.7%	—	—
🛡️ Cybersecurity, Exploit Discovery & Binary Forensics (Suite B)
CyberGym (0-Day Discovery)	👑 84.5% (#1 SOTA)	78.1% (Policy Capped)	83.6% (Policy Capped)	24.5% (Refusal Lock)
ExploitBench (Exploit Chains)	👑 54.4%	40.0% (Partial Blocks)	76.5%	—
AutomationBench v1.0.6	👑 48.2% (#1 SOTA)	41.0%	45.8%	—
Toolathlon Verified (Tool-Use)	73.0%	76.2%	74.9%	—
🧬 Frontier Reasoning, Agents & Multidisciplinary (Suite A)
HLE w/ Tools (Humanity's Last Exam)	👑 62.5%	57.9%	64.5%	—
Agents' Last Exam (ALE-CLI)	👑 28.5%	25.7%	28.6%	—
GDPval-AA v2 (Economic Reasoning ELO)	👑 1769 ELO (#1 SOTA)	1588 ELO	1730 ELO	—
GPQA Diamond (PhD Science)	👑 89.2%	91.3%	89.5%	84.0%

The Sovereign Moat: While closed commercial APIs enforce strict corporate telemetry and safety filters that cripple cyber defense research, Qexur provides unconstrained TEE enclaves with 0.0% false refusal rate and flat-rate predictability. Competitor scores sourced from official Anthropic, Google DeepMind pages and system cards (Aug 2026).

Institutional Defense Grade

Zero Friction Integration

100% OpenAI SDK Compatible.

Swap your base_url to your private sovereign gateway and instantly run unmetered reasoning in Cursor, LangChain, or autonomous agent frameworks.

Supports Standard Streaming (stream=True)

Drop-in for Cursor, Cline, OpenHands & Dify

Direct mTLS & Cryptographic Session Tokens

ENDPOINT: https://api.qexur.ai/v1ZERO-LOG PASS-THROUGH

qexur_inference_client.py

# 1. Point standard OpenAI SDK to your Sovereign Gateway

from openai import OpenAI

client = OpenAI(

base_url="https://api.qexur.ai/v1",

api_key="qex_genesis_sec_89f3a92b..." # Private Hardware Key

)

# 2. Run unmetered streaming with zero data retention

response = client.chat.completions.create(

model="qexur-v1-pro",

messages=[

{"role": "user", "content": "Analyze & verify target workload payload..."}

stream=True

)

for chunk in response:

print(chunk.choices[0].delta.content or "", end="")