Out of Control: The New Biology of Machines, Social Systems and the Economic World

Jul 6, 2026

Out of Control presents a neo-biological view of machines, social systems, and the economic world, framing civilization as something that can be “made” and “born.” The book explores hive-like distributed governance, swarm intelligence, and decentralized memory, arguing that networks, emergence, and coevolution reshape how order and control arise. It also links closed systems, artificial evolution, e-money, and post-Darwinism to show how adaptation, complexity, and feedback drive ongoing transformation.

LanguageEnglish

CategoryLiterature

FormatPDF

Pages423

Reading Time10 h 51 min

The Made and The Born

hive Mind

More is more than more, it’s different

Machines with an Attitude

Fast, cheap and out of control

The virtues of nested hierarchies

Assembling Complexity

Biology: the future of machines

random paths to a stable ecosystem

Coevolution

The Natural Flux

Emergence of Control

Self-causing agencies

Closed Systems

Bottled life, sealed with clasp

Pop Goes The Biosphere

Industrial Ecology

Network Economics

God Games

Artificial Evolution

The Future of Control

An Open Universe

The Structure of Organized Change

Postdarwinism

The Butterfly Sleeps

seven trends of hyper-evolution

Out of Control the New Biology of Machines, Social Systems and the Economic World Kevin Kelly Illustrated Edition Photos by Kevin Kelly Copyright © 􀀱994 by Kevin Kelly Photos Copyright © 2008 by Kevin Kelly c o n t e n t s 􀀱 The Made and The Born 6 neo-biological civilization 6 The triumph of the bio-logic 7 Learning to surrender our creations 8 2 hive Mind 9 Bees do it: distributed governance 9 The collective intelligence of a mob 􀀱 􀀱 asymmetrical invisible hands 􀀱3 decentralized remembering as an act of perception 􀀱5 More is more than more, it’s different 20 advantages and disadvantages of swarms 2􀀱 The network is the icon of the 2􀀱 st century 25 3 MaChines wiTh an aTTiTude 28 entertaining machines with bodies 28 Fast, cheap and out of control 37 Getting smart from dumb things 4􀀱 The virtues of nested hierarchies 44 using the real world to communicate 46 no intelligence without bodies 48 Mind/body black patch psychosis 49 4 asseMBLinG CoMPLexiTy 55 Biology: the future of machines 55 Restoring a prairie with fire and oozy seeds 58 random paths to a stable ecosystem 60 how to do everything at once 62 The humpty dumpty challenge 65 5 CoevoLuTion 67 what color is a chameleon on a mirror? 67 The unreasonable point of life 70 Poised in the persistent state of almost falling 73 rocks are slow life 75 Cooperation without friendship or foresight 78 6 The naTuraL FLux 83 equilibrium is death 83 What came first, stability or diversity? 86 ecosystems: between a superorganism and an identity workshop 89 The origins of variation 90 Life immortal, ineradicable 92 negentropy 95 The fourth discontinuity: the circle of becoming 97 7 eMerGenCe oF ConTroL 99 In ancient Greece the first artificial self 99 Maturing of mechanical selfhood 􀀱02 The toilet: archetype of tautology 􀀱04 self-causing agencies 􀀱08 8 CLosed sysTeMs 􀀱􀀱2 Bottled life, sealed with clasp 􀀱􀀱2 Mail-order Gaia 􀀱􀀱5 Man breathes into algae, algae breathes into man 􀀱􀀱8 The very big ecotechnic terrarium 􀀱20 an experiment in sustained chaos 􀀱23 another synthetic ecosystem, like California 􀀱30 9 PoP Goes The BiosPhere 􀀱33 Co-pilots of the 􀀱00 million dollar glass ark 􀀱33 Migrating to urban weed 􀀱36 The deployment of intentional seasons 􀀱38 a cyclotron for the life sciences 􀀱43 The ultimate technology 􀀱45 􀀱0 indusTruaL eCoLoGy 􀀱47 Pervasive round-the-clock plug in 􀀱47 invisible intelligence 􀀱49 Bad-dog rooms vs. nice-dog rooms 􀀱5􀀱 Programming a commonwealth 􀀱54 Closed-loop manufacturing 􀀱55 Technologies of adaptation 􀀱58 􀀱􀀱 neTworK eConoMiCs 􀀱6􀀱 having your everything amputated 􀀱6􀀱 instead of crunching, connecting 􀀱62 Factories of information 􀀱65 your job: managing error 􀀱69 Connecting everything to everything 􀀱73 􀀱2 e-Money 􀀱76 Crypto-anarchy: encryption always wins 􀀱76 The fax effect and the law of increasing returns 􀀱82 superdistribution 􀀱84 Anything holding an electric charge w ill hold a fiscal charge 189 Peer-to-peer finance with nanobucks 195 Fear of underwire economies 􀀱96 􀀱3 God GaMes 􀀱98 electronic godhood 􀀱98 Theories with an interface 􀀱99 a god descends into his polygonal creationTo 203 The transmission of simulacra 208 Memorex warfare 209 seamless distributed armies 2􀀱3 a 􀀱0,000 piece hyperreality 2􀀱5 The consensual ascii superorganism 2􀀱6 Letting go to win 2􀀱9 􀀱4 in The LiBrary oF ForM 22􀀱 an outing to the universal library 22􀀱 The space of all possible pictures 225 Travels in biomorph land 228 harnessing the mutator 23􀀱 sex in the library 233 Breeding art masterpieces in three easy steps 236 Tunnelling through randomness 239 􀀱5 arTiFiCiaL evoLuTion 24􀀱 Tom ray’s electric-powered evolution machine 24􀀱 what you can’t engineer, evolution can 245 Mindless acts performed in parallel 247 Computational arms race 25􀀱 Taming wild evolution 253 stupid scientists evolving smart molecules 254

FAQs

How does the book explain the relationship between machines and biology?

The book proposes a neo-biological civilization where machines and social systems follow bio-like logics of emergence, adaptation, and evolution. It links machine behavior to “bio-logic” and learning through interaction with real-world conditions.

What is “hive mind” and distributed governance in the book’s context?

“Hive Mind” describes collective intelligence achieved through distributed governance, where many agents contribute without centralized control. Bees, mobs, and decentralized remembering serve as examples of how coordination can arise from the whole rather than from a single planner.

How does the book treat control and emergence?

The book argues that control can emerge rather than be fully imposed, with complex systems developing agency-like behaviors over time. It emphasizes coevolution, closed-loop systems, and adaptive technologies as mechanisms that reshape what “control” means.

Jul 6, 2026

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