Malia

The Machine Kingdom

← Kingdoms

Kingdom (06) / 06

The Intelligence Kingdom

Embodied AI · perception · learning · communication · manipulation

Perception, learning, decision-making, memory and machine communication — the foundational intelligence supplied to every other kingdom.

10 proposed programs

Flagship — ORACLE

INSTINCT is also the shared autonomy layer across all kingdoms

Biological principle → Engineering requirement → Machine

(01) — Programs

The species.

Each program studies one biological capability and engineers it toward a machine.

  1. (01)

    LEXICONFlagship

    Songbirds & corvids · Taeniopygia guttata · Corvus corax

    Learned, bandwidth-efficient machine-to-machine communication across heterogeneous robots.

    ○ Research

  2. (02)

    ORACLEFlagship

    Multisensory cognition · Animalia

    Probabilistic shared-world model fusing uncertain observations from many robots.

    ○ Research

  3. (03)

    MEMORY

    Clark's nutcracker · Nucifraga columbiana

    Persistent semantic world model linking places, objects, events and mission history.

    ◐ Build

  4. (04)

    PRISM

    Mantis shrimp · Odontodactylus scyllarus

    Multispectral and polarization perception research for degraded environments.

    ○ Research

  5. (05)

    SCENT

    Detection dog · Canis lupus familiaris

    Trace-chemical sensing research for leak, hazard and search applications.

    ○ Research

  6. (06)

    REFLEX

    Cat · Felis catus

    Low-level reactive control research: balance and recovery faster than planning.

    ○ Research

  7. (07)

    SCARAB

    Dung beetle · Scarabaeus satyrus

    Celestial and polarization compass research for GNSS-denied navigation.

    ○ Research

  8. (08)

    MERIDIAN

    European robin · Erithacus rubecula

    Magnetic-field navigation research as a satellite-free positioning layer.

    ○ Research

  9. (09)

    TRAIL

    Ant stigmergy · Formicidae

    Indirect coordination research: agents leaving machine-readable traces for each other.

    ○ Research

  10. (10)

    SOMA

    Octopus nervous system · Octopoda

    Distributed edge-compute architectures where limbs sense and decide locally.

    ○ Research

● Now — Assemblable largely from mature, demonstrated technology.

◐ Build — Requires meaningful proprietary engineering and field validation.

○ Research — Higher-risk program; key advantages remain experimental.

MALIA planning categories, not formal TRLs. All programs are proposed concepts — none are deployed.