North9 builds AI systems at the infrastructure layer and runs the world's only independent quantum hardware verification above 40 qubits. Our research spans kernel-level ML, post-quantum cryptography, and exact quantum simulation.
Classical simulators break down at ~40 qubits. Above that, there has been no independent verification of quantum hardware — until now. qRoute computes exact observables up to 200 qubits with error_bound=None. Here's what we found.
Both verifications computed by qRoute — no truncation, no approximation, no classical simulator approximation artifacts. IBM Eagle's 3.88× discrepancy points to correlated errors, leakage, or measurement crosstalk not captured in their published noise model. Nobody else has had this view above d=3.
The standard validation method — comparing hardware output against a classical simulator — fails above ~40 qubits. North9 is the only organization that can independently verify quantum hardware at real operating scales. We compute the exact ideal result, then measure precisely how far your hardware is from it.
error_bound=None on every output.All packages include full methodology documentation. Results are reproducible independently. Questions? hello@north9.org
qRoute computes exact quantum observables up to 200 qubits — no truncation, no approximation. 18 published experiments spanning quantum foundations, error correction, drug discovery, and cryptography. The only tool of its kind above 40 qubits.
Neural Kernel embeds trained INT8 MLP models directly inside Linux kernel subsystems using eBPF — replacing handcrafted heuristics in the process scheduler, TCP congestion controller, and memory prefetcher with learned models that hot-swap at runtime.
Production-grade cryptographic primitives engineered to survive quantum adversaries. ML-KEM-768 + X25519 hybrid KEM, Noise protocol handshakes, ChaCha20-Poly1305 AEAD. Deployed in Seam — a secure UDP transport library available today.
11 composable tools for building autonomous AI agents that run safely, remember everything, and cost less to operate.
Core runtime — Docker sandbox + persistent memory. Every command runs in isolation; structured state survives /compact and session restarts.
Observability — traces every tool call, token cost, and latency via PostToolUse hook. Query call counts and latency across sessions.
Semantic memory — keyword search across all past agent runs. FTS5 BM25 ranking, tag filtering, persistent SQLite store.
Eval framework — YAML test cases run against any model. Catch regressions before they reach production agents.
Encrypted secrets — Fernet + PBKDF2 credential store. Inject API keys at runtime without exposing them in prompts or logs.
Parallelism — N tasks at 30s each still takes 30s total. Fan out work across threads with full result aggregation.
Cost enforcement — hard token and dollar limits. Prevent runaway agent spend before it hits your billing dashboard.
Policy enforcement — block dangerous tool calls before they execute via PreToolUse hook. Glob + regex rules, configurable YAML policy.
Web memory — fetch any URL, extract clean text, search cached content by keyword. Agents browse without burning context on HTML noise.
Data queries — load CSV/JSON into SQLite, query with SQL. No need to read entire files into context; get exactly the rows you need.
Workflows — YAML pipelines connecting all north9 tools. Steps reference each other with {{ step.output }} template syntax.
pip install "git+https://github.com/North9-Labs/north9.git#egg=north9[mcp]" && python3 -m north9 --suite
— requires Docker
Post-quantum encrypted UDP transport. ML-KEM-768 + X25519 hybrid KEM, Noise_XX handshake, multi-stream, Reed-Solomon FEC, sub-millisecond session resumption.
AI-first Linux kernel framework. INT8 MLP inference inside BPF programs replaces heuristics in sched_ext, TCP congestion control, and memory prefetch. Models hot-swap without a reboot.
Cryptographic photo provenance SDK. Embeds unforgeable drand beacon proofs at capture time — creating a tamper-evident, temporally anchored certificate of authenticity for any image.
Encrypted credential vault on any USB drive. Argon2id key derivation, XChaCha20-Poly1305 encryption, plausible deniability baked in. Passwords, TOTP seeds, SSH keys, and secure notes.
Whether you're building quantum hardware, running enterprise quantum programs, or conducting investor due diligence — this is the only independent verification that works at real scale.