Knight Industries
Secure AI Platform · high-assurance architecture

The Biological Anchor

A root of trust that can't be copied.

A hardware-verified, capability-based, side-channel-resistant architecture for running AI in hostile environments — anchored, at the very root, in biology. Everything above the trusted base is assumed compromised. The anchor binds an instrument to the one operator it belongs to.

View on GitHub → Enquire
L3 · Application & UI LOW TRUST L2.5 · Agent Integration GATED L2 · Isolated AI Compartments SEALED L1 · Cryptographic Vault HIGHEST L0.5 · Verified Microkernel VERIFIED L0 · HARDWARE ROOT OF TRUST Biological Anchor
01

Assume the worst, then build down

Assume the AI runtime, the interface, the network and the filesystem are already in an adversary's hands. Trust nothing above the base. Push every secret and every decision down into a small, formally verified, hardware-rooted core — and anchor that core in the one thing an attacker can't clone: biology.
02

The trust stack

Six layers, each independently verifiable and strictly isolated. Trust increases as you descend — and bottoms out in the anchor.

Layer 3 · low trust

Application & UI

A local front end with encrypted storage and no direct access to secrets.

Layer 2.5 · gated

Agent Integration

Hardware-attested agent registry, capability tokens, bounded sandboxes, TPM-signed audit trails.

Layer 2 · sealed

Isolated AI Compartments

Confidential compute and encrypted memory — the model runs sealed and is treated as hostile.

Layer 1 · highest

Cryptographic Vault

A tiny, high-assurance core. Hardware-backed keys that never leave the secure element.

Layer 0.5 · verified

Verified Microkernel

Formally verified isolation, a capability manager and verified inter-process channels.

Layer 0 · the root

Hardware Root of Trust + Biological Anchor

A measured boot chain over a hardware root of trust — and, beneath it, a biological anchor that binds the device to its operator.

03

The anchor itself

Bound to one operator. Impossible to clone.

At the base of the stack, identity stops being a password and becomes physical. The anchor draws entropy from biology and binds the device's identity to the person who holds it — so an instrument wakes for its operator and no one else. It can't be phished, copied, or transferred.

  • A biological entropy source seeds the device's keys.
  • A biological PUF derives a unique device root key that never leaves the hardware.
  • A biological signature binds the device's identity to its operator.
  • The same binding that secures this platform secures the living-systems work — the Tree of Life.
As above, so below

The instrument that charts the vast and the one that reads the body answer to the same root — and the same person.

The biological layer is forward-looking research; the high-assurance stack around it is built to be implementable today.

04

The adversary model

What the attacker may already own

  • The AI runtime
  • The user interface
  • The network stack
  • The filesystem and external memory
  • Malware anywhere in the untrusted layers

What it still can't do

  • Extract secrets from the secure element
  • Break the verified microkernel's isolation
  • Forge an attestation
  • Decrypt protected memory
  • Touch the vault without a capability token
05

Properties & hardening

Confidentiality Highest Integrity Highest Isolation Highest Non-repudiation Highest Forward secrecy High Side-channel resistance High

Formal verification

Verified vault operations and attestation-gated correctness, with Rust-based contracts.

Memory safety

CHERI spatial safety, MTE/CET temporal safety, per-allocation nonces and automatic zeroization.

Continuous attestation

Static and dynamic attestation with control-flow and memory-integrity checks.

Post-quantum ready

Hybrid signatures (ECDSA + Dilithium-3) and PQC key exchange for forward-secret sessions.

Side-channel defense

Constant-time crypto, cache partitioning, microarchitectural flushes and timing randomization.

Attested networking

Mutually-attested TLS with channel binding and PQC-ready session keys.

Supply chain

Reproducible builds, dependency hash verification, and signed SBOMs.

Recovery & forensics

Behavioral anomaly detection, autonomous isolation, and TPM-protected audit logs.

Read the full architecture.

The complete layer-by-layer design, adversary model, and hardening roadmap live on GitHub. An honest label: theoretical, and fully implementable.

View on GitHub → Knight Industries

© 2026 Knight Industries — Secure AI Platform / The Biological Anchor. All rights reserved. Custom licensing available on request.
A high-assurance architecture for adversarial environments. The biological trust layer is an active research direction; nothing here is a security guarantee for any specific deployment or a medical claim.