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Technical Explainers — Deep Dives

How Deterministic Cryptographic Infrastructure Actually Works

Related · tier-1 reading. For how an auditor verifies this independently, see Independent Verification.

Six encyclopedic explainers. No hand-waving. Each covers the full technical pipeline from first principles through production architecture, with real performance numbers from measured systems.

Every mechanism below shares one organizing principle: it produces evidence that is independently verifiable and anchored to H33-74, the 74-byte post-quantum attestation primitive H33 produces. Attestation, agent governance, encrypted computation, integrity scoring, and replay are different operations, but each emits the same portable proof, so an outsider can check any result without trusting the operator. This hub explains the mechanisms; H33-74 is the primitive they all anchor to, and independent verification is how anyone confirms them.

Explainers

The Full Technical Picture

Each explainer is self-contained. Read them in any order. They cross-reference each other where architectural dependencies exist.

EXPLAINER 01

How Continuous Attestation Works

The attestation pipeline from state change detection through hash computation, PQ signature, chain extension, and on-chain anchor. Why periodic audits leave gaps that continuous attestation eliminates.

~3,000 words · 5-stage pipeline · 24.79M attestations/sec
EXPLAINER 02

How AI Agent Governance Can Be Proven

Agents act faster than humans audit. Every agent action becomes a node in a cryptographic execution DAG. Scope enforcement, negative authority proofs, and deterministic replay at any timestamp.

~3,000 words · Execution DAG · Negative authority proofs
EXPLAINER 03

How Encrypted Computation Is Verified

Compute on ciphertext without decrypting. Prove the computation was correct without revealing inputs. BFV, CKKS, TFHE unified under a single 74-byte attestation model with STARK integrity proofs.

~3,000 words · 3 FHE schemes · 2.2M auth/sec
EXPLAINER 04

How Operational Integrity Is Measured

Six dimensions. Weighted composite scoring. Degradation detection. Recovery tracking. A continuous numerical signal that tells you whether your governance infrastructure is actually functioning.

~3,000 words · 6 dimensions · 0.0–1.0 scoring
EXPLAINER 05

How Governance Replay Works

Deterministic reconstruction from cryptographic evidence. DAG traversal, state reconstruction, frame hashing. Replay any timestamp. Detect any tampering. Fork to explore counterfactuals.

~3,000 words · 2.5ms for 10K actions · 100.0% determinism
EXPLAINER 06

Why Post-Quantum Attestation Matters

Harvest now, decrypt later applies to governance evidence, not just encrypted data. Three independent hardness assumptions. NIST FIPS 203/204/205. No performance tradeoff.

~3,000 words · 3 PQ families · NIST FIPS compliant
FAQ

Common Questions

What do these How It Works explainers cover?

Six technical explainers covering the cryptographic mechanisms behind H33: continuous attestation, provable AI agent governance, verified encrypted computation, operational integrity scoring, governance replay, and post-quantum attestation. Each mechanism produces independently verifiable evidence anchored to H33-74, the 74-byte post-quantum attestation primitive.

What ties all of the mechanisms together?

Every mechanism emits evidence that is independently verifiable and anchored to the same 74-byte post-quantum attestation. Different operations produce the same portable proof, so an outsider can check any result without trusting the operator.

In what order should I read the explainers?

Any order. Each is self-contained and cross-references the others where dependencies exist. A common path: continuous attestation first (how evidence is produced), then agent governance and encrypted computation (what produces evidence), then operational integrity and replay (how evidence is measured and reconstructed).

How can I verify these claims independently?

Every mechanism is designed so an independent party can verify the evidence without trusting H33, using the H33-74 attestation and the independent verification path. The explainers cite measured performance numbers from production hardware, not theoretical peaks.

Go Deeper

These explainers describe what H33 does. The research section explains why the alternatives fail.

Read the Research See the Live Demo