Malia

The Machine Kingdom

← Field Guide
37 / 60

○ Research

SHOAL

SardineSardina pilchardus

Collective underwater sensing that re-forms around obstacles and losses.

(01) — Dossier

Kingdom
SWARM — The Collective Kingdom

Distributed machines · collective intelligence · resilient coordination

Readiness

○ Research

Higher-risk program; key advantages remain experimental. A MALIA planning category, not a formal TRL.

Status

Proposed concept

SHOAL is under study — it is not manufactured, fielded or validated.

(02) — Biological principle

Schooling: coordinated evasion and coverage without a leader.

What the organism solved.

(03) — Engineering ambition

Collective underwater sensing that re-forms around obstacles and losses.

The machine it points toward — an ambition, not a promise.

(04) — Research questions

  1. Q01

    What produces the effect — schooling: coordinated evasion and coverage without a leader — and which part of the mechanism is essential rather than incidental to the biology?

  2. Q02

    What is the simplest machine that could deliver collective underwater sensing that re-forms around obstacles and losses without replicating the organism wholesale?

  3. Q03

    What evidence would falsify the approach — under which conditions is SHOAL worse than the conventional alternative, and how early could that be shown?

Programs begin as questions, not specifications. GENOME indexes the biological mechanism; INSTINCT tests what survives the move into a machine.

(05) — Related species

Also in SWARM.

9 other programs in the SWARM kingdom.