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Re-Sweep wave-2: Tactical Routing (A*/NBA*+obstacle), Vessel Threat Ranking, Adaptive Sensor Sampling (3 tabs, 4 routes, MIT clean-room, 0-CDN)
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Third-Party Notices — SZL Holdings Flagships

Doctrine v11 LOCKED 749/14/163 | SLSA L1 honest | Generated: 2026-06-03

This file contains notices for third-party libraries used by SZL Holdings flagships.

Python Dependencies

FastAPI

Gradio

Uvicorn

httpx

huggingface_hub

Infrastructure Components

UDS Core (Defense Unicorns)

Zarf (Defense Unicorns)

Pepr (Defense Unicorns)

Mathematical Libraries

Lean 4 (Lean FRO / Microsoft Research)

Mathlib4

Section 889 Declaration

SZL Holdings does NOT use equipment or services from:

  • Huawei Technologies Company
  • ZTE Corporation
  • Hytera Communications
  • Hangzhou Hikvision Digital Technology Company
  • Dahua Technology Company

This notice is provided in compliance with Section 889 of the 2019 NDAA.

Signed-off-by: Yachay yachay@szlholdings.ai
Co-Authored-By: Perplexity Computer Agent agent@perplexity.ai

Frontier Tabs (3D · Live) — Vendored Visualization Libraries

The killinchu operator console (/elite) vendors the following open-source visualization libraries locally (served from /vendor/*, no CDN — sovereign / offline). killinchu adopts their interaction patterns and reimplements all tab logic as its own original code; the libraries themselves are used unmodified under their own licenses. No GPL/AGPL code is copied.

3d-force-graph / three-forcegraph

globe.gl

force-graph

Apache ECharts

echarts-gl

Cytoscape.js

D3 (d3-force et al.)

  • License: ISC / BSD-3-Clause
  • Copyright: (c) Mike Bostock
  • Source: https://github.com/d3/d3
  • Usage: Force-layout primitives used by the graph libraries

Chart.js

KaTeX

Three.js

  • License: MIT
  • Copyright: (c) three.js authors
  • Source: https://github.com/mrdoob/three.js
  • Usage: Live 3D Vessel/Drone Health Twin (subsystem digital twin) — static/vendor/three.min.js (r160)

deck.gl

  • License: MIT
  • Copyright: (c) vis.gl contributors / OpenJS Foundation
  • Source: https://github.com/visgl/deck.gl
  • Usage: Live Picture entity scatter+trails, Maritime WEZ threat-ring layers — static/vendor/deck.min.js

Konva

  • License: MIT
  • Copyright: (c) Anton Lavrenov
  • Source: https://github.com/konvajs/konva
  • Usage: Byzantine-consensus 4-node schematic (bft tab) — static/vendor/konva.min.js

sigma.js

  • License: MIT
  • Copyright: (c) Alexis Jacomy, Guillaume Plique (sigma.js authors)
  • Source: https://github.com/jacomyal/sigma.js
  • Usage: Receipt-chain layered DAG (chain tab) WebGL renderer — static/vendor/sigma.min.js

graphology

dagre

  • License: MIT
  • Copyright: (c) Chris Pettitt
  • Source: https://github.com/dagrejs/dagre
  • Usage: Layered (Sugiyama) layout for the receipt-chain DAG — static/vendor/dagre.min.js

regl

  • License: MIT
  • Copyright: (c) 2016 Mikola Lysenko & regl contributors
  • Source: https://github.com/regl-project/regl
  • Usage: WebGL command compiler underlying regl-scatterplot (sensor-fusion covariance scatter, fused estimate star) — static/vendor/regl.min.js

pub-sub-es

regl-scatterplot

  • License: MIT
  • Copyright: (c) 2019 Fritz Lekschas
  • Source: https://github.com/flekschas/regl-scatterplot
  • Usage: GPU sensor-fusion covariance-ellipse scatter (fusion tab): multi-sensor detections + Kalman P-covariance eigendecomposition ellipse + fused BLUE estimate (C17) — static/vendor/regl-scatterplot.min.js

@observablehq/plot

  • License: ISC
  • Copyright: (c) 2020-2023 Observable, Inc.
  • Source: https://github.com/observablehq/plot
  • Usage: Maintenance/compliance state timeline (fleetmaint tab): Plot.barX intervals per vessel per maintenance/cert/PSC item (overdue=red) — static/vendor/plot.umd.min.js

d3-sankey

  • License: BSD-3-Clause
  • Copyright: (c) 2015-2019 Mike Bostock
  • Source: https://github.com/d3/d3-sankey
  • Usage: Voyage cargo flow (fleetvoyages tab: port→route→destination, link width=tonnage) and engagement-audit decision flow (audit tab: sensor report→fusion→ROE→engage/deny). Attaches d3.sankey to the existing vendored d3 bundle — static/vendor/d3-sankey.min.js

Space Grotesk (self-hosted webfont)

JetBrains Mono (self-hosted webfont)

  • License: SIL Open Font License 1.1 (OFL-1.1)
  • Copyright: (c) 2020 The JetBrains Mono Project Authors
  • Source: https://github.com/JetBrains/JetBrainsMono
  • Usage: Monospace typeface, self-hosted at static/vendor/fonts/ (no Google Fonts CDN — sovereign)

MINED operational upgrades — adopted PATTERNS + permissive code, EVOLVED clean-room (2026-06-07)

The following four upgrades follow the "fashion thinking" doctrine: a permissive (MIT/Apache) open-source project's pattern was adopted WITH attribution, then reimplemented from scratch (pure-Python, clean-room) and evolved into a killinchu maritime/drone capability. No upstream source code is copied. Wired in killinchu_mined_ops.py under /api/killinchu/v1/mined/*.

al-jshen/compute

  • License: MIT
  • Copyright: (c) 2020 Jeff Shen
  • Source: https://github.com/al-jshen/compute
  • Adopted pattern (evolved clean-room): small scientific-computing surface — Cholesky/linear solver, Romberg/trapezoid numerical integration, AR(1) Yule-Walker, OLS fit. Reimplemented as the killinchu sensor-fusion/orbital math module: least-squares track fit, Cholesky-gated information-form covariance fusion, Kepler-III orbital period, Romberg energy integral (Sci-Compute tab · /mined/scicompute).

lwaekfjlk/gpu-bartender

  • License: MIT
  • Copyright: (c) 2024 Haofei Yu
  • Source: https://github.com/lwaekfjlk/gpu-bartender
  • Adopted pattern (evolved clean-room): component-sum VRAM model (runtime floor + weights + transformer activations + gradients + Adam moments; bytes/param by precision). Reimplemented and evolved into an EDGE deployment feasibility estimator (drone SoC / field-Mac VRAM budget → FITS/EXCEEDS verdict) (Edge VRAM Estimator tab · /mined/edge-estimator).

mcleish7/MLRC-deep-thinking

  • License: MIT
  • Copyright: (c) 2021 Avi Schwarzschild
  • Source: https://github.com/mcleish7/MLRC-deep-thinking
  • Adopted pattern (evolved clean-room): perturbation-recovery test + Asymptotic-Alignment (AA) score for iterative/recurrent processes. Reimplemented over a mass-conserving swarm averaging-consensus model as a comms/sensor-disruption resilience monitor: recovery-iterations-to-tolerance + AA-style alignment score (Swarm Resilience Monitor tab · /mined/swarm-resilience).

mcleish7/kvpress

  • License: Apache-2.0 (fork of NVIDIA/kvpress)
  • Copyright: (c) NVIDIA Corporation and kvpress contributors
  • Source: https://github.com/mcleish7/kvpress
  • Adopted pattern (evolved clean-room): the "press" idea — score cache entries by expected future attention, prune the lowest-value (SnapKV / ExpectedAttention family). Reimplemented as a priority-weighted telemetry-retention filter (magnitude-spike × source-trust × recency) so the drone retains critical sensor spikes and prunes noise (Telemetry Memory tab · /mined/telemetry-press).

RE-SWEEP wave-2 operational upgrades (PATTERNS adopted WITH NOTICE, evolved clean-room)

The following three operational surfaces live in killinchu_resweep_ops.py (registered under /api/killinchu/v1/resweep/*). Each adopts a permissive (MIT) open-source PATTERN and reimplements it clean-room in pure Python (no upstream code copied; no numpy/torch). All advisory; Λ stays Conjecture 1; sample inputs are labelled "not a live feed."

anvaka/ngraph.path

  • License: MIT
  • Copyright: (c) 2017 Andrei Kashcha
  • Source: https://github.com/anvaka/ngraph.path
  • Adopted pattern (evolved clean-room): the A* / NBA* (bi-directional A*) heuristic graph-search shape. Reimplemented as a maritime tactical router: A*/NBA* over a sea-state cost grid (per-cell current + wind-drift penalty; exclusion zones hard-blocked) with an admissible octile heuristic (Tactical Routing tab · /resweep/route modes grid-astar, grid-nba).

rowanwins/visibility-graph

  • License: MIT
  • Copyright: (c) 2018 Rowan Winsemius
  • Source: https://github.com/rowanwins/visibility-graph
  • Adopted pattern (evolved clean-room): the polygon-obstacle "visibility graph → shortest path" shape. Reimplemented to route a vessel/drone AROUND landmass / exclusion-zone polygons by building a visibility graph over polygon corners + endpoints and running A* on it (Tactical Routing tab · /resweep/route mode obstacle-avoid).

ft2023/IRanker-demo

  • License: MIT
  • Copyright: (c) 2025 Tao Feng
  • Source: https://github.com/ft2023/IRanker-demo
  • Adopted pattern (evolved clean-room): the iterative ranking-foundation-model shape — repeatedly extract the current top item and re-rank the remainder so pairwise context informs the order. Reimplemented as a transparent, auditable vessel "strategic threat score" ranker over the consolidated maritime picture (proximity + closing speed + AIS-gap + sanctioned/dark-vessel + identity-mismatch). Advisory, NOT a targeting product (Vessel Threat Ranking tab · /resweep/threat-rank).

al-jshen/adaptive

  • License: MIT
  • Copyright: (c) 2021 Jeff Shen
  • Source: https://github.com/al-jshen/adaptive
  • Adopted pattern (evolved clean-room): the adaptive-sampling shape — concentrate evaluation points where the signal has the most curvature/structure (loss-driven refinement) plus peak detection. Reimplemented as a sensor-fusion efficiency panel: given a constrained sampling budget over a sensor sweep, decide WHERE to spend samples and surface detected contacts (Adaptive Sensor Sampling tab · /resweep/adaptive-sample).

Interaction-model inspirations (PATTERNS only — no code copied)

  • vasturiano force-graph explorable entity-link model (MIT-compatible) — Field Net tab
  • GraphRouter / RouteProfile, Tao Feng et al. (arXiv:2605.00180) — Model Atlas routing graph
  • New Relic / Datadog MELT + service-map — MELT Observability tab
  • Wiz / CrowdStrike security-graph "toxic path" — Dark-Vessel Threat Graph tab
  • Defense Unicorns UDS deploy-posture — Deploy Posture tab (uds-core is AGPL: PATTERN ONLY, NO code copied)
  • Governed-run oversight pattern — Autonomy Oversight tab (the proven non-interference kernel is killinchu's own)

Copyright (c) of each library belongs to its respective authors. Full license texts ship with each minified bundle's upstream distribution under static/vendor/.

Signed-off-by: stephenlutar2-hash stephenlutar2@gmail.com