XPollinate

with curiosity :: hao chen+ai

Law

11 patterns in this domain

Survive it once, recognize it forever

3/7 frontier

Adaptive Immunity

Your immune system is a 500-million-year-old machine learning system.

immunologylearningmemorysecurity
7 domains

I speak, you answer, we build together

3/7 frontier

Call and Response

In West African musical tradition, the lead drummer plays a rhythmic phrase — the call.

communicationmusicprotocolscollaboration
7 domains

The key is the permission

3/7 frontier

Capability-Based Access

The oldest capability token is the physical key.

securityauthorizationdecentralizationdelegation
7 domains

Agree without a boss

3/7 frontier

Consensus Mechanism

The problem is ancient.

distributed-systemsgovernancefault-toleranceagreement
7 domains

You are what you contain

4/8 frontier

Content-Addressable Storage

In the 1960s, librarians faced an increasingly desperate problem: books were multiplying faster than anyone could organize them.

identitydeduplicationintegritydistributed-systems
8 domains

Reclaim what's no longer needed

3/7 frontier

Garbage Collection

In 1959, John McCarthy was working on Lisp, one of the first programming languages, and hit a fundamental problem: programs allocated memory to store data, but programmers were terrible at freeing it when they were done.

resource-managementautomationlifecyclerecycling
7 domains

Record everything, change nothing

3/8 frontier

Immutable Append-Only Log

In 1494, a Venetian friar named Luca Pacioli wrote down a rule that merchants had been following for centuries: never erase an entry in your ledger.

data-integrityaudit-trailtemporaltrust
8 domains

Remove the water, keep the flavor

3/7 frontier

Reduction

A French chef begins with a gallon of veal stock — bones, mirepoix, herbs simmered for hours.

simplificationconcentrationeditingcooking
7 domains

Witnessed, witnessed, done — no going back

3/7 frontier

Ritual State Transition

Every known human culture has rites of passage — formalized ceremonies that mark the transition from one social state to another.

ceremonysocial-consensusirreversibilityanthropology
7 domains

Change the rules without stopping the game

3/7 frontier

Schema Migration

The problem crystallized in the 1990s when web applications started storing data in relational databases.

evolutionversioningbackward-compatibilitychange-management
7 domains

Compare, reconcile, converge

4/8 frontier

Structural Diffing and Merging

In 2005, Linus Torvalds had a problem.

collaborationversion-controlconflict-resolutionparallel-work
8 domains