SANGHA Research Systems
System / Samarkand
Public working specification · v0.1 · October 2026
SANGHA Samarkand

The crossroads of bounded scientific opportunity.

SANGHA Research Systems · Thomas Gross, PhD

Samarkand is a proposed mutual provisioning layer for scientific research: programs express decision-relevant needs as bounded Opportunity Asks; distributed scientists, laboratories, facilities, and services provide the smallest sufficient capability bundle; verified results determine whether to close, repeat, escalate, compose a transient team, or internalize persistent capacity.

Status · public working specificationMarket · not yet operatingNext gate · manually brokered pilot
Mechanism

Neither the cauldron nor the strike team: the routing layer between them.

In Ben Reinhardt’s “Bubbling Cauldrons and Transient Strike Teams” model, healthy research ecosystems need mechanisms that can recognize promising distributed activity, rapidly compose concentrated teams around it, and let those teams dissolve when their work is complete. Samarkand is a candidate implementation of that missing transition mechanism.

CauldronDistributed capability and bottom-up exploration remain autonomous.
Bounded asksDecision-relevant uncertainties become typed, finite opportunities.
Option exerciseReceipts accumulate evidence that an opportunity is ripe for deeper commitment.
Strike teamIncreasing coupling composes a transient capability bundle around the mission.
Route outDissolve, recompose, or internalize according to observed coupling.

A bubble becomes legibly ripe through successive successful exercises of bounded scientific options.

Samarkand therefore does not assume markets are always superior to organizations. It uses small transactions to discover where persistent organization is actually load-bearing.

Reading path

Two minutes, ten minutes, implementation detail.

01 / External brief

A mutual provisioning layer for coordinated research

The Spec-facing two-page argument: missing transition mechanism, bounded Opportunity Asks, sequential option exercise, transient teams, and a falsifiable pilot.

Read brief →
02 / Supporting memo

The missing transaction layer in scientific research

Reads PARPA, Spec’s ecosystem work, and A New Golden Age of Science against one another and locates the common missing interface.

Read memo →
03 / Executable layer

Mutual Provisioning Protocol v0.1

Program, Blocker, Opportunity Ask, Receipt, capability bundles, routing contingencies, internalization logic, pilot metrics, and a worked program.

Read protocol →
Current claim

Working architecture, executable protocol, proposed empirical pilot.

Samarkand is not presented as an operating marketplace. The first empirical test is deliberately smaller: manually broker 20–30 low-risk scientific asks among real buyers and qualified performers, instrument each transaction, and test whether there is a scientifically and economically important region between leaving a problem undone and hiring or building the whole organization.

Programs should persist. Scientists should persist. Organizations should persist only where the work proves they must.

Intellectual adjacency
  • Ben Reinhardt — PARPA: program managers, blocker decomposition, external performers, and staged organizational commitment.
  • Speculative Technologies library: unbundling, research customers, research-leader practice, bubbling cauldrons, and transient strike teams.
  • Science: A New Golden Age: individual-first science, performer diversity, callable infrastructure, and market-mediated scientific exchange.