Projects · Current focus · Ecosystem · Research output · Standards · Collaboration
Independent researcher and systems engineer at the Anulum Institute in Switzerland. The programme runs on one engine: an autonomous coding and verification system that builds, tests and reviews the projects on this page and binds their claims to evidence. The engine is put to work in four domains: reactor systems, systems integration and control, neuromorphic computing, and quantum computing. Claims are only as good as the measurements, artefacts, or verification that support them.
| The engine Agent coordination with receipts, evidence-bound review, claim grounding, auditable memory |
Reactor systems Reactor concept catalogue, 3D/CAD, level-0 physics, Reactor Studio |
Integration and control Studio Hub, control runtime, synchronisation analysis, fail-closed hardware gating |
Neuromorphic computing SNN Studio, Rust SIMD, Verilog RTL, FPGA synthesis |
Quantum computing Circuits on simulators and real hardware, result packs with raw counts |
Projects for the software and its evidence · Papers for every publication and software archive with BibTeX · Contact for a technical proposal. Cold readers: anulum.li/start/ picks an entry point by profile. Every registered project, filterable by group, reactor family and evidence, with a clickable map: anulum.li/portfolio/.
Each card links to inspectable artefacts, not summary claims. Evidence links are pinned to the commit they were verified at. Release and CI badges report registry and workflow state; they are operational signals, not scientific-quality scores.
| Synapse Channel · Usable now Control plane for coding-agent fleets: claims, roles, durable mailboxes, receipts, audit, and federation. Documentation · Validation · Coordination specification · Threat model |
Director-AI · Research active Real-time LLM guardrail: NLI/RAG grounding, claim review, native acceleration, optional claim-level streaming halt, declared capability boundaries. Documentation · Validation · Public benchmarks · Capability matrix |
| Rigor Foundry · Usable now Evidence-bound repository inventory, audit candidates, review binding, and remediation planning. Documentation |
Remanentia · Usable now Auditable memory for AI agents and knowledge systems: hybrid retrieval, graphs, consolidation, CLI, MCP, and API surfaces. Documentation |
| SC-NeuroCore · Research active Stochastic and neuromorphic framework: Python models, Rust SIMD paths, Verilog RTL, HDC/VSA, compiler surfaces, and hardware evidence. Documentation · Validation · Synthesis results · Traceability matrix |
SCPN Fusion Core · SCPN Control · Research active Tokamak physics, solvers, and validation campaigns with real-data paths (Fusion Core); control-grade runtime with fail-closed admission and replay evidence (Control). Validation · DIII-D validation record · Software DOI |
| SCPN Quantum Control · Experimental Evidence-governed quantum simulation of coupled-oscillator synchronisation: protocols committed before the run, hardware result packs, raw counts, and explicit non-advantage boundaries. Layout-relaxation protocol · Result-pack contract · Software DOI |
SCPN Phase Orchestrator · Research active Evidence-first synchronisation analysis and review-only control proposals for coupled rhythmic systems; matched-false-alarm evaluation, negative results, and bounded transfer claims. Submission index · Negative-result preprint · Grid regime-map preprint |
| Label | Meaning |
|---|---|
| Usable now | Installable, documented, and CI-backed; still evolving |
| Research active | Real code and ongoing science; not a stability promise |
| Experimental | Exploratory; interfaces and claims are not fixed |
| Evidence-bound | Public claims are tied to measurements or artefacts |
Portfolio state verified 2026-09-25.
| Reactor portfolio Consolidating shared kernels and governed device truth across 25 public reactor repositories. |
Agentic assurance Joining coordination, memory, response assurance, action review, and repository evidence without collapsing ownership boundaries. |
Research to hardware Carrying scientific models through native acceleration, formal checks, RTL, hardware runs, and inspectable result packs. |
| Date | Project | Release | Change |
|---|---|---|---|
| 2026-09-05 | SYNAPSE CHANNEL | v0.99.26 | Dashboard feeds return unconfigured-store responses without starting report worker processes; configured-store reconstruction retains process isolation. |
| 2026-09-05 | SYNAPSE CHANNEL | v0.99.25 | Add a repeatable JavaScript SDK integration check against an isolated, authenticated Python hub, covering delivery, claim conflicts, release, snapshots, and reconnect. |
| 2026-09-05 | SCPN-Phase-Orchestrator | v1.4.3 | Generate identical capability inventory ordering from Git checkouts and exported source trees. |
| 2026-09-04 | SYNAPSE CHANNEL | v0.99.24 | Keep managed Codex pane bridges waiter-reachable while an already-running provider is blocked by an update chooser, report the pending wake and pane compatibility state explicitly, and coalesce later routing hints until the same live pane becomes safe to… |
| 2026-09-04 | SCPN-Phase-Orchestrator | v1.4.2 | A fourth sealed L3 request now binds only pulsed_electron_beam_icf to the exact SCPN-ICF-BEAM-CORE review. |
Rendered from anulum.li/news (the projects' CHANGELOG files) and Zenodo on 2026-09-25.
| Date | Type | Output | DOI |
|---|---|---|---|
| 2026-08-26 | Preprint | A domain-specific modal-growth detector clears a matched false-alarm bar on power-grid instability, and an eigenvalue regime map shows when its form transfers | 10.5281/zenodo.22113116 |
Rendered from anulum.li/news (the projects' CHANGELOG files) and Zenodo on 2026-09-25.
| Period | Publicly supported milestone |
|---|---|
| 1996 onward | Self-published concept-development horizon across the broader research programme |
| 1998 | Founder role at ANULUM CH&LI begins in the self-entered public ORCID record |
| 2018 | Public GitHub account established |
| 2025 | Public SCPN previews, framework indexes, and technical reports deposited on Zenodo |
| 2026 | Public software and research portfolio expands across AI assurance, agent infrastructure, neuromorphic computing, plasma control, and quantum simulation |
Timeline entries distinguish registry facts from self-published chronology. They do not imply academic affiliation, external validation, funding, or awards.
flowchart LR
A["01 · Inspect<br/>Rigor Foundry"] --> B["02 · Guard<br/>Director-AI"] --> C["03 · Coordinate<br/>Synapse Channel"] --> D["04 · Compute<br/>SC-NeuroCore · SCPN"]
| 01 · Inspect Rigor Foundry identifies broken, unproven, or unsafe-to-claim surfaces. |
02 · Guard Director-AI evaluates model output before it is trusted. |
03 · Coordinate Synapse Channel manages claims, mailboxes, plans, and receipts. |
04 · Compute SC-NeuroCore and SCPN execute scientific, physical, and hardware-facing work. |
Research, validation, and product readiness remain separate. Active development is not a readiness claim.
The map contains 39 portfolio repositories: 33 public repositories and six private product surfaces. HushLine is a standalone public utility outside the five portfolios. Connections represent contract, integration, evidence, and audit flow. They do not merge ownership or imply scientific validation, operational readiness, or actuation authority. The interactive version of this map, with every registered project as a row that filters by group, reactor family, visibility, lifecycle and evidence, is anulum.li/portfolio/; each portfolio below links to its own view of it. Counts verified 2026-09-25. The account lists more public repositories than the map: the 34 mapped public projects plus this profile repository and a few forks kept for reference.
Access key: PUBLIC · PUBLIC / ARCHITECTURE-ONLY · PRIVATE ·
PRIVATE / PROPRIETARY · PLANNED (plan written, no repository yet)
01 · SCPN Reactor Systems 25 public repositories
Live view of this portfolio on anulum.li, filterable and with the map: anulum.li/portfolio/#g=SCPN-REACTOR-SYSTEMS
Device-family physics, shared numerical kernels, reactor models, geometry, and configuration ownership. Repository presence does not by itself establish validated physics or machine readiness. Each device family has an interactive portal on anulum.li with physics, an explorer, a glossary, and sources; the reactor systems hub lists every core with its evidence maturity and the comparison page sets their level-0 anchors side by side.
Shared foundations
| Repository | Scope | Access |
|---|---|---|
| SCPN Reactor Kernels | Shared deterministic physics, geometry, and numerical kernels for the reactor portfolio | PUBLIC |
| SCPN Fusion Core | Tokamak physics, solvers, validation campaigns, transport, and control research | PUBLIC |
Closed magnetic confinement · toroidal devices that hold the plasma on closed magnetic surfaces
| Repository | Scope | Access |
|---|---|---|
| SCPN Tokamak Core | Configuration and diagnostic-plan truth for conventional and spherical tokamaks | PUBLIC |
| SCPN Stellarator Core | Stellarator, heliotron, and torsatron systems | PUBLIC |
| SCPN RFP Core | Reversed-field-pinch fusion systems | PUBLIC |
| SCPN Spheromak Core | Self-organised spheromak compact toroids | PUBLIC |
| SCPN FRC Core | Field-reversed-configuration fusion systems | PUBLIC |
Open and non-toroidal magnetic confinement · mirror, magnetic-cusp and levitated-dipole configurations with open field lines
| Repository | Scope | Access |
|---|---|---|
| SCPN Mirror Core | Simple, tandem, and gas-dynamic magnetic mirrors | PUBLIC |
| SCPN Magnetic Cusp Core | Purely magnetic cusp-confinement systems | PUBLIC |
| SCPN Levitated Dipole Core | Levitated-dipole confinement systems | PUBLIC |
Self-magnetic and pulsed pinches · devices where the driving current itself confines the plasma
| Repository | Scope | Access |
|---|---|---|
| SCPN Z-Pinch Core | Classical and sheared-flow Z-pinches, level-0 physics, and deterministic geometry | PUBLIC |
| SCPN Theta Pinch Core | Theta-pinch devices, diagnostic contracts, and cited level-0 physics | PUBLIC |
| SCPN Dense Plasma Focus Core | Coaxial dense-plasma-focus devices, diagnostics, and level-0 physics | PUBLIC |
Inertial confinement · laser-, beam- and impact-driven compression of fusion targets
| Repository | Scope | Access |
|---|---|---|
| SCPN ICF Laser Core | Direct-drive, indirect-drive, and staged laser inertial confinement fusion | PUBLIC |
| SCPN ICF Beam Core | Ion- and pulsed-electron-beam inertial confinement fusion | PUBLIC |
| SCPN ICF Impact Core | Projectile- and impact-driven inertial confinement fusion | PUBLIC |
Magneto-inertial and magnetised-target systems · compression of magnetised targets by liners, plasma jets or FRC collisions
| Repository | Scope | Access |
|---|---|---|
| SCPN MIF Core | Pulsed FRC/MIF kinematics, deterministic trigger logic, FPGA RTL, and formal timing evidence | PUBLIC |
| SCPN MIF MagLIF Core | Premagnetised, laser-preheated, pulsed-power-driven MagLIF systems | PUBLIC |
| SCPN MIF Plasma Jet Core | Converging plasma-jet-liner magneto-inertial fusion systems | PUBLIC |
| SCPN MIF Liner Core | Mechanical- and liquid-liner magnetised-target fusion | PUBLIC |
Electrostatic, beam-target and hybrid systems · inertial-electrostatic wells, colliding beams and fusion–fission hybrids
| Repository | Scope | Access |
|---|---|---|
| SCPN IEC Core | Gridded and Polywell-style inertial electrostatic confinement | PUBLIC |
| SCPN Beam Target Core | Fixed-target and colliding-beam fusion device truth | PUBLIC |
| SCPN Fusion-Fission Hybrid Core | Fusion neutron sources coupled to explicitly subcritical fission blankets | PUBLIC |
Reserved research boundaries · architecture-only repositories with no device physics yet
| Repository | Scope | Access |
|---|---|---|
| SCPN Lattice Fusion Core | Governed boundary for externally driven lattice-confinement fusion research | PUBLIC / ARCHITECTURE-ONLY |
| SCPN Muon Fusion Core | Governed boundary for muon-catalysed fusion research | PUBLIC / ARCHITECTURE-ONLY |
Planned families: nuclear fission, chemical and hybrid · 29 further families, one repository each (approved 2026-09-13); plans written, repositories not yet created
The catalogue is being extended beyond fusion. Each family below has a written plan and a place in delivery waves A to C. Repositories are created only after the group's governing contract is ratified, so none of these exists as code yet.
| Family | Scope | Wave | Access |
|---|---|---|---|
| SCPN Reactor Catalogue | Generated catalogue of every family with its evidence state | A | PLANNED |
| SCPN Chemical Kinetics Core | Gas-phase kinetics in ideal stirred-tank and plug-flow reactors | A | PLANNED |
| SCPN PWR Core | Pressurised light-water reactors | A | PLANNED |
| SCPN HTGR Core | Graphite-moderated, helium-cooled TRISO reactors with process-heat interface | B | PLANNED |
| SCPN SFR Core | Sodium-cooled fast reactors | B | PLANNED |
| SCPN MSR Core | Molten-salt liquid-fuel reactors, thermal and fast | B | PLANNED |
| SCPN Heat-Pipe Core | Solid-core heat-pipe microreactors | B | PLANNED |
| SCPN Hydrogen Process Core | Thermochemical and electrolytic hydrogen production cycles | B | PLANNED |
| SCPN Methane Reformer Core | Steam methane reforming reactors | B–C | PLANNED |
| SCPN Nuclear Hydrogen Core | Fission reactor coupled to hydrogen production | B | PLANNED |
| SCPN BWR Core | Boiling-water reactors with void feedback | C | PLANNED |
| SCPN PHWR Core | Pressurised heavy-water pressure-tube reactors | C | PLANNED |
| SCPN LFR Core | Lead and lead-bismuth cooled fast reactors | C | PLANNED |
| SCPN GFR Core | Gas-cooled fast reactors | C | PLANNED |
| SCPN SCWR Core | Supercritical-water-cooled reactors | C | PLANNED |
| SCPN Channel Core | Graphite-moderated channel-type reactors | C | PLANNED |
| SCPN Research Reactor Core | Research reactors, including pulsed operation | C | PLANNED |
| SCPN ADS Core | Subcritical reactors driven by an accelerator neutron source | C | PLANNED |
| SCPN Breed-and-Burn Core | Breed-and-burn and travelling-wave fast reactors | C | PLANNED |
| SCPN NTP Core | Nuclear thermal propulsion reactors | C | PLANNED |
| SCPN Catalytic Bed Core | Packed catalytic beds: effectiveness factors, pressure drop | C | PLANNED |
| SCPN Electrochemical Core | Electrolyser and fuel-cell reactors | C | PLANNED |
| SCPN Biochemical Core | Enzymatic and fermentation reactors | C | PLANNED |
| SCPN Photocatalytic Core | Light-driven photocatalytic reactors | C | PLANNED |
| SCPN Membrane Core | Reactors coupling reaction with membrane separation | C | PLANNED |
| SCPN Hybrid Energy Core | Nuclear, renewable and storage energy systems | C | PLANNED |
| SCPN Chemical Process Hybrid Core | Coupled chemical plants, such as reforming with carbon capture | C | PLANNED |
| SCPN Nuclear Desalination Core | Fission reactor coupled to seawater desalination | C | PLANNED |
| SCPN Fusion Process Heat Core | Fusion driver supplying heat to chemical processes | C | PLANNED |
02 · SCPN Systems Integration and Control 4 repositories
Live view of this portfolio on anulum.li, filterable and with the map: anulum.li/portfolio/#g=SCPN-SYSTEMS-INTEGRATION-AND-CONTROL
| Repository | Scope | Access |
|---|---|---|
| SCPN Control | Neuro-symbolic controllers, runtime admission, replay, audit, and software action boundaries | PUBLIC |
| SCPN Phase Orchestrator | Coupled-rhythm analysis, sealed synchronisation evidence, and review-only control proposals | PUBLIC |
| SCPN Studio | Federating Hub for scientific studios, claim boundaries, portfolio visibility, and gated execution | PRIVATE |
| SCPN Studio Platform | Domain-neutral SDK for evidence bundles, capability manifests, jobs, identity, and portfolio validation | PRIVATE / OPEN-CORE |
03 · Agentic Coordination, Assurance and Continuity 8 repositories
Live view of this portfolio on anulum.li, filterable and with the map: anulum.li/portfolio/#g=AGENTIC-COORDINATION-ASSURANCE-AND-CONTINUITY-SYSTEMS
| Repository | Scope | Access |
|---|---|---|
| Director-AI | LLM hallucination guardrail with NLI/RAG grounding, sealed evidence, and optional streaming contradiction checks | PUBLIC / OPEN-CORE |
| Director Class AI | Pre-dispatch review and evidence controls for high-impact autonomous-agent actions | PRIVATE / BUSL-1.1 |
| Director AI Cloud | Managed multi-tenant accounts, API keys, metering, quotas, and hosted-service gating | PRIVATE / BUSL-1.1 |
| Rigor Foundry | Evidence-bound inventory, audit candidates, review binding, and remediation planning | PUBLIC |
| Remanentia | Auditable AI memory with hybrid retrieval, graphs, consolidation, CLI, MCP, and API surfaces | PUBLIC |
| Remanentia Portal | Customer identity, entitlement, and commercial control plane without customer-workload execution | PRIVATE |
| Synapse Channel | Local-first agent coordination with plans, claims, durable messaging, audit, and protocol adapters | PUBLIC |
| Synapse Channel Fleet | Licensed multi-machine federation, trust management, offline licence admission, and cross-hub operations | PRIVATE / PROPRIETARY |
04 · SC Neuromorphic Computing Systems 1 public repository
Live view of this portfolio on anulum.li, filterable and with the map: anulum.li/portfolio/#g=SC-NEUROMORPHIC-COMPUTING-SYSTEMS
| Repository | Scope | Access |
|---|---|---|
| SC-NeuroCore | Stochastic and spiking neural systems with Python APIs, Rust acceleration, HDC/VSA, and RTL-generation workflows | PUBLIC |
05 · SCPN Quantum Computing Systems 1 public repository
Live view of this portfolio on anulum.li, filterable and with the map: anulum.li/portfolio/#g=SCPN-QUANTUM-COMPUTING-SYSTEMS
| Repository | Scope | Access |
|---|---|---|
| SCPN Quantum Control | Coupled-oscillator quantum experiments, simulators, optimisation, hardware runs, and hash-bound result packs | PUBLIC |
Standalone utility 1 public repository
| Repository | Scope | Access |
|---|---|---|
| HushLine | Deterministic command wrapper that filters, bounds, and optionally redacts stdout and stderr | PUBLIC |
Open work here is funded through GitHub Sponsors. About USD 25,000 a month is the minimum that keeps the lab running without interruption: compute, GPU, QPU and FPGA time, hardware, CI and tooling. This is lab cost, not a salary. Above that minimum the work scales, because the engine turns additional compute directly into more built and verified work. Sponsorship pays for the lab; it does not buy results, and findings are published whichever way they fall.
To direct your support, name the engine or one domain when you sponsor; the money is spent there and reported in the quarterly note. The hardware the lab needs is listed item by item in LAB_EQUIPMENT.md, and equipment can also be given in kind.
03 · Agentic Coordination, Assurance and Continuity. The autonomous coding and verification system that builds and checks every project on this page, taken to 1.0 as open infrastructure. It combines SYNAPSE CHANNEL (agent coordination with receipts), Rigor Foundry (evidence-bound review), Director-AI (grounding of claims) and Remanentia (auditable memory). Sponsorship pays for model and GPU time for the agent fleet, evaluation benchmarks and CI.
| Domain | Goal | Sponsorship pays for |
|---|---|---|
| 01 · Reactor Systems | A public catalogue of reactor concepts and a Reactor Studio in which each concept is designed in 3D/CAD, simulated and tested virtually before anything is built. 21 fusion device families are public today, in 25 reactor repositories together with the shared kernels; 29 fission, chemical and hybrid families are planned, with plans written and repositories to follow. Validated parametric geometry with open-format mesh export exists today; full B-rep CAD, level-0 physics for every family and scenario tests of a design come next. | simulation compute, CAD tooling, documentation |
| 02 · Systems Integration and Control | The SCPN Studio Hub, which federates the studios of all groups: a studio catalogue, evidence audited across domains, every claim shown at its true boundary, and fail-closed gating of anything that could touch hardware. The group also maintains scpn-control and scpn-phase-orchestrator. | CI, hardware-in-the-loop replay, documentation |
| 04 · SC Neuromorphic Computing | SNN Studio 1.0, the browser IDE for the whole spiking-network lifecycle: design neuron models, build networks, train with surrogate gradients, compile to SystemVerilog and synthesise to FPGA, with an exportable evidence record for every run. Built on sc-neurocore; a development preview today. | FPGA boards and synthesis time, measurement bench, CI |
| 05 · SCPN Quantum Computing | Quantum Studio, a workbench on scpn-quantum-control: a map of what exists and how it connects, circuits designed and run on simulators and real quantum hardware, and every result packaged with raw counts, hashes and a written protocol and decision rule, negative results included. IQM granted us extended IQM Resonance access for this research. | QPU time, GPU simulation, documentation |
- Research agreement. An organisation can fund a defined piece of work under a written research agreement, invoiced directly, instead of a sponsorship. Scope and deliverables are agreed first; findings are published under the same rule as above.
- Commercial licence. Projects under AGPL-3.0-or-later can be licensed on commercial terms for proprietary or closed use, for example SYNAPSE CHANNEL, SC-NeuroCore, SCPN Control, SCPN Fusion Core, SCPN Phase Orchestrator, SCPN Quantum Control. Apache-2.0 projects such as Director-AI and Rigor Foundry need no licence; Director-AI Pro is a commercial self-hosted edition, and support and integration can be contracted for any project. The LICENSE file of each repository states which licence applies.
- Contact: protoscience@anulum.li, with "research agreement" or "commercial licence" and the project name in the subject.
| Surface | Verified route |
|---|---|
| Complete research index | Publications, preprints, software archives, and evidence boundaries |
| Publications hub | anulum.li/papers/: every Zenodo record with BibTeX |
| Releases and publications stream | anulum.li/news/ · RSS |
| Curriculum vitae | One-page PDF · Markdown source · JSON Resume |
| Research identity | ORCID 0009-0009-3560-0851 |
| Software publication | 19 projects on PyPI |
| Quantum-control software | Zenodo DOI 10.5281/zenodo.18821929 |
| Fusion software | Zenodo DOI 10.5281/zenodo.18820864 |
| Phase-system preprints | Matched false-alarm study and grid regime-map study |
| HushLine software | Zenodo DOI 10.5281/zenodo.20775432 |
The verified PyPI profile currently contains 19 published projects. They include public Python packages, Rust-accelerated engines, domain kernels, and command-line tools.
Published package index 19 projects
Agent and assurance systems: synapse-channel, director-ai, director-ai-lite, rigor-foundry, remanentia, backfire-kernel, and hushline.
SCPN systems: scpn-phase-orchestrator, spo-kernel, scpn-control, scpn-fusion, scpn-fusion-rs, scpn-mif-core, scpn-quantum-control, scpn-quantum-engine, oscillatools, and scpn-studio-platform.
Neuromorphic systems: sc-neurocore and sc-neurocore-engine.
Primary implementation
Extended scientific, formal, hardware, and operations stack
Scientific, native, and formal work
Hardware, web, and operations
The portfolio also contains maintained protobuf/gRPC contracts, Python-Rust bridges built with PyO3 and Maturin, WebAssembly targets, native SIMD paths, scientific notebooks, and multi-language API documentation.
Practices are applied according to each repository's risk and scope. Not every repository runs every tool.
| Quality dimension | Practices used across the portfolio |
|---|---|
| Correctness | Deterministic pytest and Cargo suites, branch-aware coverage gates, parity tests, regression fixtures, and explicit negative cases |
| Static quality | Ruff formatting and linting, strict mypy where declared, Cargo fmt, Clippy with warnings denied, and API-contract checks |
| Reproducibility | Hash-pinned dependency locks, protocols committed before the run, raw result packs, content digests, benchmark metadata, and replayable audit records |
| Security | Bandit, CodeQL and scorecards where enabled, threat models, least-authority execution, secret boundaries, and dependency review |
| Supply chain | SPDX headers, REUSE 3.x checks, SBOM generation where applicable, pinned CI actions, signed or digest-bound evidence, and release manifests |
| Polyglot verification | Python/Rust parity, PyO3 and Maturin bridges, Go and Julia tests, Lean builds, WebAssembly targets, and RTL/formal checks where relevant |
| Documentation | Warning-fatal or strict MkDocs/Sphinx builds, generated API references, architecture decisions, validation records, and explicit non-claims |
| Delivery | Repository-local preflight gates, CI workflows, PyPI packages, wheels and source distributions, containers, and benchmark harnesses |
Negative and null results are published when they are real. Public claims stay tied to measurements, protocols committed before the run, raw packs, source-bound reviews, or executable verification.
Example: SCPN Quantum Control publishes protocols committed before the run and hash-bound result packs rather than converting experimental activity into a readiness or advantage claim.
- Evidence before claims.
- Reproducible artefacts before presentation.
- Clear boundaries between research, validation, and product readiness.
- Cross-language implementations where performance or hardware integration justifies them.
- Fail closed when provenance, authority, or evidence is incomplete.
- Negative results and failure records remain part of the research output.
| Model | Typical boundary |
|---|---|
| Apache-2.0 | Permissive public cores such as Director-AI and Rigor Foundry |
| AGPL-3.0-or-later | Public network-facing and research systems with source-sharing obligations |
| Open core | Public core with separately licensed advanced or managed product surfaces |
| BUSL-1.1 | Selected private commercial systems with a declared future change licence |
| Commercial licence | Alternative terms for organisations that cannot use the public licence |
| Mode | Scope |
|---|---|
| Research collaboration | Reproducible studies in AI assurance, neuromorphic systems, quantum simulation, plasma physics, and control |
| Technical collaboration | Architecture review, validation design, formal or hardware paths, and evidence-bound software engineering |
| Commercial licensing | Dual-licensed and managed product surfaces through the Anulum licensing route |
| Open-work sponsorship | CI, compute, hardware and quantum experiment time, and public documentation through GitHub Sponsors |
I welcome technically grounded collaboration in reliable AI infrastructure, multi-agent systems, neuromorphic computing, scientific software, formal verification, quantum simulation, plasma physics, and control.
Engagements are taken selectively. The public GitHub profile currently marks the account as hireable; this is not a guarantee of immediate capacity.
A useful first message includes the problem, constraints, relevant prior art, and what evidence would count as success. Contact me through protoscience@anulum.li or anulum.li.
I respond to technical proposals. I do not take on ungrounded hype work, demo-only science theatre, or claims that cannot be checked.
For sustained open work, GitHub Sponsors funds CI runners, compute, hardware and quantum experiment time, and public documentation rather than marketing.
Transparency: These repositories span research software, developer tools, private systems, and product candidates. Active development does not imply production readiness or scientific validation unless a project provides explicit evidence.
I AM THAT



