BlockZenithBlockZenith
Labs · R&D surface

The Zenith is a shared codebase.

Each lab owns a research agenda, ships primitives the market can use, and is the backbone of one or more paid engagements. They share tooling, post‑mortems and on‑call.

Lab 01 · DeFAI
01

Decentralized Finance × Artificial Intelligence

Autonomous, on-chain financial agents. Policy-driven execution, verifiable strategies, and post-quantum-aware key management.

  • →Intent‑centric solvers & MEV‑aware routing
  • →Strategy DSL + differential‑privacy telemetry
  • →On‑chain risk models (TVL decay, oracle drift)
  • →Vault automation with guardian circuits
Lab 02 · Swarms
02

Agent orchestration & cooperative LLM systems

Multi-agent reference architectures for commercial workloads: routing, memory, evaluation, and governance for agent collectives.

  • →Role‑typed agent graphs with budget & latency SLOs
  • →Shared episodic memory with retrieval auditing
  • →Tool sandboxing with capability tokens
  • →Blue/green policy rollouts for agents
Lab 03 · Chain
03

Protocol engineering · L1 / L2 / rollups

Core contributions across Bitcoin, Ethereum and Polkadot: consensus, indexing, state sync, and pallet/precompile authorship.

  • →Signet/regtest test harnesses & fuzzers
  • →Custom Substrate pallets, XCMv3 integrations
  • →Rollup settlement & data‑availability research
  • →Light‑client & zk state‑proof tooling
Lab 04 · Applied ML
04

Frontier ML for real workloads

Applied research in time‑series forecasting, market microstructure, and private inference for regulated institutions.

  • →Microstructure models (queue dynamics, toxicity)
  • →Private inference via FHE / confidential compute
  • →Foundation models fine‑tuned for finance
  • →Synthetic data & adversarial robustness
Lab 05 · Infra
05

Low‑latency, verifiable infrastructure

The systems floor: colocated trading rails, signer clusters, observability and attested builds.

  • →Deterministic CI with SLSA‑3 provenance
  • →HSM‑backed signers with threshold schemes
  • →eBPF‑driven observability for on‑chain ops
  • →Immutable data planes on Arrow + Iceberg
Lab charter · excerpt

A lab exists to turn a hard technical problem into a boring one. It publishes the path, open‑sources the primitives, and gives the rest of the company superpowers.