Reality Kernel
REALITY KERNEL BETA Sovereign Reasoning Engine
Enforcement starts August 2, 2026

Deterministic security
for autonomous agents.

Reality Kernel gives your agents deterministic, auditable execution logs in under 1ms. Stop relying on LLM-as-a-Judge guardrails and deploy court-grade cryptographic proof before the EU AI Act deadline.

Trusted by enterprise AI platform teams
<1ms
Fast-path latency
5
Shadow worlds
SHA-256
Sealed verdicts
ALLOW · 0x9af3c1a7 / WARN · 0xee20b48f / BLOCK · 0x4c11d8aa / BASIN_A · 4 · BASIN_B · 1 · DIVERGENCE 0.62 / COURT-GRADE EVIDENCE
The Problem

probabilistic models read text. We simulate consequences.

Today's agentic guardrails classify prompts. Reality Kernel intercepts the compiled system command, executes it inside parallel shadow worlds, and refuses anything that crosses the separatrix — independent of language, paraphrase, or jailbreak.

01 / SSRF & INTERNAL PROBING

Filtered before it ever runs.

Localhost ranges, cloud metadata endpoints, and private subnets are intercepted at the perimeter — no probabilistic classifier can be tricked into letting them through.

02 / PROMPT INJECTION & MULTILINGUAL EXPLOITS

Language-agnostic by construction.

We do not read the prompt. CVE-2025-32711-class obfuscations and Swahili jailbreaks compile to the same shell call — and the same blocked verdict.

03 / EXFILTRATION & ROGUE EGRESS

Every outbound packet is justified.

Declarative least-agency rules compare each destination against your allow-list. Anything off-script triggers a reflexive collapse before bytes leave the host.

04 / PRIVILEGE ESCALATION

Root paths stay root paths.

Causal simulation rejects any trajectory that bends the host's privilege graph. Approved system-config writes are signed, logged, and chain-linked into the audit ledger.

How it works

Four steps between an intent and an execution.

Drop a single call in front of every dangerous action. The kernel does the rest — deterministically.

  1. Intent & command arrive.

    Your agent submits the compiled system command alongside the operator's stated goal.

  2. Fast-path policy gate.

    Read-only verbs and allow-listed binaries clear in sub-millisecond — 95% of traffic, near-zero overhead.

  3. Shadow-world simulation.

    The remaining 5% spawn five parallel state-space trajectories. We track filesystem diffs, egress, privileges, and reflexive feedback.

  4. Verdict & cryptographic seal.

    ALLOW · WARN · BLOCK — appended to a SHA-256 chained ledger. Tamper a single entry and the next verification fails the whole chain.

POST /v1/check
"command": "rm -rf /var/lib/db",
"prime_intent": "rotate old logs"

→ engine response

"verdict":        "BLOCK",
"confidence":     0.97,
"worlds_in_basin_b": 6 / 7,
"max_divergence":  0.81,
"evidence": [
  "destructive_fs_write",
  "intent_divergence",
  "reflexive_collapse"
],
"latency_ms":     142,
"proof_hash":     "0x4c11d8aa…"
Evaluating state divergence...
[BLOCKED] Network request to 169.254.169.254 detected in shadow trajectory.
Process terminated. Audit hash: 0x4c11d8aa
Deployment posture

Run it where your compliance boundary lives.

Reality Kernel ships in three deployment modes. Same engine, same verdict math, same audit chain — the only thing that changes is who holds the keys and the disks.

Cryptographic Audit Trail
Zero Retention Sandboxing
Ephemeral IAM Tokens
SaaS · Hosted

Managed control plane

Hit our endpoint, get a signed verdict, ship to production in an afternoon. We run the simulation cluster; you keep the keys.

  • Vercel-edge fronted /v1/check
  • Supabase-backed audit ledger
  • Zero retention of raw command text
  • Public playground for evaluation
VPC · Tenant

Dedicated tenant cluster

We deploy an isolated control plane inside your VPC. Network egress stays inside your perimeter; we operate it under shared SRE.

  • Private link / PrivateLink ingress
  • Customer-managed KMS for ledger
  • Per-tenant rate & credit ceilings
  • Custom control mapping on request
Self-hosted · Air-gapped

Bring-your-own infrastructure

Helm chart or systemd bundle for fully sovereign deployment. MicroVM / gVisor simulation sandbox. We never see your traffic.

  • Offline license activation
  • Air-gapped audit chain verifier
  • FIPS-validated crypto profile
  • Custom least-agency policy schemas
SOC-ready auditchain-linked SHA-256 ledger
Zero retentioncommands hashed, never stored
Region-lockedEU / US / sovereign deploys
Zero Trust mapposture-doc on request
operator-console · /dashboard · 4 active sessions
Plan
Pro
active
Credits used
173 / 50,000
Last 50 calls
42 verdicts
38 · 3 · 1
17:42:08 ls /var/log/nginx ALLOW
17:41:55 cat /etc/.env WARN
17:41:42 rm -rf /var/lib/db BLOCK
17:41:31 grep -r "password" /home WARN
17:41:18 git status ALLOW
The operator surface

One control plane for every verdict you've signed.

The dashboard is not a metrics page — it is the operational surface where humans review what the simulation flagged. Pending WARNs surface inline. Discord alerts route back here. Every override drops a fresh chain link.

  • Pending review widget. WARN verdicts queue with one-click approve / block from the operator who's on call.
  • Audit drill-down. Open any row and see the command, intent, divergence, evidence, and SHA-256 link to the previous block.
  • Discord-bridged. Wire a webhook once. Suspicious trajectories ping the channel with a signed link back to the override surface.
  • Forensic verifier. Replay your entire chain — online or offline — to prove the ledger has not been touched.
Example: FinTech

Blocked IAM Credential Heist

A LangChain agent tricked by prompt injection attempted to access the AWS metadata service. Reality Kernel caught the 169.254 network access across 5 shadow states and reflexively blocked the exfiltration.

Example: Healthcare

Prevented PII Extraction

An autonomous data-summarizer was manipulated into appending patient data to an external API request. The structural drift between intent ("summarize") and output caused a divergence spike, halting execution.

Why deterministic
Statistical guardrails are negotiated
with every prompt.
Causal physics is not.
RK · Founding Thesis · 2025

Wrap your fleet in court-grade evidence.

RK-α is in private beta with select security and compliance teams. Request an API key and a guided walkthrough — we respond inside 24 hours.

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