P1 · arXiv:2202.01974 · Dey, 2022
"Nano-Architecture for Fertility Monitoring via Intra-body Communication"
Core Finding
Intra-body nano-sensor network for Fallopian tube egg detection. Particle-based stochastic simulator. 300 Mbps at SNR 45. Near-zero latency body-area network to physician/patient.
Fleet Analog
MECRDS SiloHeartbeat CRD — intra-fleet telemetry broadcasting silo state. MECord = the nano-sensor. The 300 Mbps channel = the fleet mesh. The physician = Kay.
Type E — Critical
Distributed Systems
Node 3 NEW
P2 · arXiv:2309.03908 · Lindhøj et al., 2023
"Iron Oxide Nanoparticles as Contrast Agent for Synchrotron Imaging of Sperm"
Core Finding
Fe₃O₄ NPs attached via cell-penetrating peptides. Head + midpiece reconstructable at 10 keV. Non-toxic. Enables X-ray tomography of living sperm.
Fleet Analog
PEMCLAU GraphRAG tagging — iron oxide = the contrast label that makes invisible nodes visible. Cell-penetrating peptide = the indexing hook. 10 keV imaging = 2-hop graph retrieval.
Type F — Dual
Dual-Description
Node 4 NEW
P3 · arXiv:1904.12684 · Xu et al., 2019
"Human Spermbots for Cancer-Relevant Drug Delivery"
Core Finding
Human sperm loaded with doxorubicin. Strong anti-cancer effect on 3D cervical + ovarian cancer cultures. Drug localised in sperm head. First human sperm drug delivery demonstration.
Fleet Analog
CATO-PLASMA payload carrier — ionized context = the drug in the sperm head. 3D cancer culture = the orphaned decision node cluster. Anti-cancer = context resolution.
Type D — Quantum
Meek Flip / COI
P4 · arXiv:1703.08510 · Xu et al., 2017 · ACS Nano
"Sperm-hybrid micromotor for drug delivery in female reproductive tract"
Core Finding
4-arm printed microtube coated with iron. Sperm drives it, magnet guides it. Arms release sperm on tumor contact via mechanical actuation. Higher drug encapsulation than other nanocarriers.
Fleet Analog
CATO-GBM rasengan + CATO-ORCH. The 4 arms = 4-pass delivery mechanism. Magnetic guidance = GBM gradient field. Tumor contact = decision node pressure. Release = rasengan burst.
Type B — Kinetic
Agent Skills / Spec Governance
P5 · Wikipedia: Robotic Sperm (various)
"Two types: tubular (sperm in microtube, tail drives) + helical (magnetic helix, immotile sperm)"
Core Finding
Tubular = live sperm motor in synthetic harness. Helical = dead sperm + rotating magnetic field = screw motion. Both guided by weak magnetic fields. Temperature-responsive polymer enables controlled release.
Fleet Analog
Two CATOMAIN delivery modes: ACTIVE (CATO-PLASMA carrying live context = tubular) + PASSIVE (CATO-GBM rotating dead/stale context to new orientation = helical). Temperature = token pressure.
Type A — Thermodynamic
TUI/CLI Patterns
P6 · PMC6286411 (blocked — inferred from cluster)
"Magnetic spermbot guidance / sperm motility analysis for ART"
Core Finding (Inferred)
Magnetic spermbot guidance or sperm motility analysis for ART. Source blocked — reconstructed from citation cluster context and related paper cross-references.
Fleet Analog
CATO-GBM magnetic field calibration — how strong does the rasengan need to be? Guidance threshold determination for decision node approach.
Type G — Binary
CI/CD DevOps
P7 · arXiv:2505.20306 · Ouyang & Wei, 2025
"Multi-Modal AI for Embryo Grading and Pregnancy Prediction in ART"
Core Finding
40–50% IVF single-cycle success. Subjectivity in grading. Three modalities: static images + time-lapse + tabular clinical data. Key challenges: multi-modal fusion, data scarcity, generalization, legal frameworks.
Fleet Analog
Convo-Loom ART — multi-modal context grading. Static (files) + time-lapse (session history) + tabular (HEARTBEAT/MECRDS). Grade A/B/C selection. Second/third pass via CATO-PLASMA replay. Legal = CATO-DOMAIN + MT-003.
Type H — Emergent
Vertical Domain Libraries
Healthcare/Fertility AI — NEW