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Interactive digital games and game platforms

A new chapter connecting interactive software, graphics, handhelds, networks and digital distribution.

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Representing meaning · Embodied and Oral

Embodied non-verbal communication

Embodied non-verbal communication is the use of visible, tactile and spatial behaviour to influence what another organism notices, feels, infers or does. It includes gaze, facial movement, posture, orientation, hand and body gesture, interpersonal distance, touch and coordinated action.

What changed:
Makes attention, affect, intent and immediate reference publicly inferable
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Representing meaning · Embodied and Oral

Vocalisation, prosody and spoken language

Vocalisation, prosody and spoken language covers the human vocal-auditory system through which breath, voice, articulated sound, rhythm, pitch, timing and shared linguistic conventions are used to communicate meaning. The topic joins three related but non-identical phenomena:.

What changed:
Carries compositional language and prosodic meaning through sound
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Communication and coordination · Embodied and Oral

Conversation and dialogue

Conversation is not simply two people taking turns to transmit finished messages. It is a reciprocal coordination system in which participants continuously produce, test, interpret, correct and revise meaning together.

What changed:
Makes meaning corrigible, negotiable and jointly actionable
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Remembering and storing · Embodied and Oral

Neural and cognitive memory

Biological memory is the first storage system in the Information Transmission Evolution Map. Before marks, tablets, books, recordings or databases, information could survive the disappearance of a signal only by changing a living organism.

What changed:
Allows past experience to influence future cognition and action
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Copying information · Embodied and Oral

Imitation, repetition and apprenticeship

Imitation, repetition and apprenticeship examines the first robust system through which practical information stored in one organism can be reproduced in another. A learner watches someone act.

What changed:
Reproduces practical competence across individuals and generations
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Preserving cultural memory · Embodied and Oral

Oral tradition and storytelling

Oral tradition and storytelling examines oral tradition as the first large-scale social system for preserving and transmitting collective knowledge across generations without requiring durable written records. Speech can carry complex meaning.

What changed:
Maintains selected knowledge and identity through repeated social performance
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Representing meaning · Embodied and Oral

Song, music and chant

Song, music and chant examines song, music and chant as patterned sound systems that reorganise human communication. Speech makes complex propositions transmissible.

What changed:
Improves memorability, emotional force and group synchronisation
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Sending information · Embodied and Oral

Long-distance acoustic and visual signals

Long-distance acoustic and visual signals covers deliberately produced sounds, lights, smoke patterns, flags, gestures and related signals designed to carry information beyond ordinary conversational distance. Ordinary face-to-face speech is semantically rich but range-limited.

What changed:
Extends selected warnings and codes beyond ordinary speaking distance
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Representing meaning · External Symbols and Durable Records

Rock and cave art

Rock and cave art marks one of the earliest surviving transitions from performed communication to durable visual communication. A gesture disappears when the body stops moving.

What changed:
Externalises selected visual meanings into durable places
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Representing meaning · External Symbols and Durable Records

Pictograms and ideograms

Pictograms and ideograms examines the moment when visual communication becomes repeatable, conventional and compressible. Rock and cave art established that a durable image could outlive its maker.

What changed:
Uses reusable visual conventions instead of recreating complete scenes
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Representing meaning · External Symbols and Durable Records

Tally marks and notches

Tally marks and notches examines one of the smallest-looking inventions in the Information Transmission Evolution Map: the deliberate production of repeated marks, cuts or notches to retain quantity, recurrence, sequence or obligation outside unaided biological memory. A person can look at three animals and recognise a small quantity without counting.

What changed:
Externalises recurrence and quantity through ordered marks
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Remembering and storing · External Symbols and Durable Records

Tokens and accounting objects

Tokens and accounting objects examines the use of small, portable objects to represent quantities, categories, obligations and transactions before and alongside written accounting. A tally preserves a quantity by accumulating repeated marks.

What changed:
Makes quantities, categories and obligations physically manipulable
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Representing meaning · External Symbols and Durable Records

Numerical notation

Numerical notation is a conventional system for representing exact or structured quantities through visible, tactile or otherwise persistent signs. It allows numbers to be stored, compared, transmitted and manipulated without keeping every quantity active in biological memory.

What changed:
Compresses, preserves and permits systematic manipulation of exact quantity
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Remembering and storing · External Symbols and Durable Records

Khipu and other knot-record systems

Khipu are information structures made from cords whose material properties, attachments, colours, knot types and knot positions can encode administrative and possibly other categories of information. The best-documented Inka examples use decimal place-value organisation for numerical records concerning labour, tribute, livestock, stores and population.

What changed:
Stores portable hierarchical numerical and administrative state in cord structure
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Representing meaning · External Symbols and Durable Records

Writing systems

A writing system is a conventional graphic system that represents units of language with enough stability that a reader can recover linguistic content without the original speaker being present. Writing externalises utterances, names, laws, accounts and narratives into durable or reproducible signs.

What changed:
Allows language-bearing messages to persist without speaker presence
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Remembering and storing · External Symbols and Durable Records

Clay tablets

Clay tablets are moulded documentary surfaces on which information is impressed, incised or drawn while the material is moist, then preserved through drying or firing. In Mesopotamia, the fit between abundant clay and reed-stylus technique helped support more than three millennia of cuneiform record keeping.

What changed:
Provides writable state, durable storage and sealable documentary form
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Remembering and storing · External Symbols and Durable Records

Stone inscriptions and monuments

Stone inscriptions place language, names, laws, dedications, victories, boundaries and memories into durable architectural or landscape settings. Unlike a portable tablet or sheet, a monumental inscription communicates partly through emplacement.

What changed:
Anchors selected records and authority to durable public places
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Remembering and storing · External Symbols and Durable Records

Papyrus and parchment

Papyrus and parchment made writing lighter, longer and more portable than monumental stone or accumulated clay tablets. They are often grouped because both became major supports for manuscripts and could form scrolls or codices, but they are materially different systems.

What changed:
Makes extended writing lightweight and portable
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Remembering and storing · External Symbols and Durable Records

Paper

Paper is a thin sheet formed from dispersed fibres suspended in water, deposited on a screen, pressed and dried. This manufacturing principle distinguishes it from papyrus lamination and parchment skin preparation.

What changed:
Lowers the mass, cost and supply constraints of writing sheets
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Remembering and storing · External Symbols and Durable Records

Scroll

A scroll organises flexible writing material into a continuous roll that is progressively exposed and concealed during reading. It is not a substrate: papyrus, parchment, paper, silk and other materials can all form scrolls.

What changed:
Organises long flexible documents into compact sequential form
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Remembering and storing · External Symbols and Durable Records

Codex

A codex is a document formed from leaves gathered and bound along one edge, creating pages that can be opened, compared, numbered, marked and revisited without traversing the whole work. Its importance lies less in looking like the modern book than in changing information access.

What changed:
Makes long documents directly addressable and compact
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Trust, authenticity and control · Organised Records and Physical Distribution

Seals, signatures and documentary authentication

A durable record is useful only when people can decide whether it is genuine, who authorised it, whether it has been altered and what social act it is meant to perform. Seals, signatures, witnesses, notarial marks, countersigns and custody procedures answer these questions by linking a document to an identity, office, transaction or chain of control.

What changed:
Links records to identity, authority, consent and custody
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Remembering and storing · Organised Records and Physical Distribution

Archives

An archive is not simply a room full of old documents. It is an organised system for preserving records because they retain operational, legal, evidential, historical or cultural value.

What changed:
Preserves institutional records together with provenance and evidential context
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Finding information · Organised Records and Physical Distribution

Libraries and catalogues

Libraries transform many separate works into a navigable body of knowledge. Their distinctive achievement is not simply accumulation.

What changed:
Makes bodies of works identifiable, classifiable and retrievable
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Copying information · Organised Records and Physical Distribution

Scribal copying

Before printing, the main way to multiply a text was to ask a human being to rewrite it. Scribal copying reduced dependence on a single physical exemplar, allowed texts to travel between organisations and generations, and created the manuscript traditions through which much ancient and medieval knowledge survives.

What changed:
Multiplies and renews texts before mechanical printing
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Sending information · Organised Records and Physical Distribution

Couriers and messengers

A courier or messenger makes information mobile by carrying it through space. The carrier may transport a written object, memorised speech, gifts, credentials or a mixture of all four.

What changed:
Carries oral, written and material messages beyond local presence
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Sending information · Organised Records and Physical Distribution

Organised postal systems

An organised postal system transforms message delivery from a personal arrangement into a repeatable network service. It standardises routes, relay points, authorised users, custody, schedules, addressing, payment or privilege, sorting and delivery expectations.

What changed:
Standardises routes, relays, addressing, custody and delivery
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Copying information · Organised Records and Physical Distribution

Woodblock printing

Woodblock printing transfers ink from a carved relief matrix onto paper or another receptive surface. Its decisive move is not simply carving words into wood.

What changed:
Moves content-specific labour into a reusable page matrix
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Copying information · Organised Records and Physical Distribution

Movable type in East Asia

Movable type changes the granularity of the printing matrix. Instead of carving a complete page, printers create separate reusable character units, arrange them into a temporary page, print the required copies, dismantle the arrangement and return the units to storage.

What changed:
Makes printed pages locally revisable and character units reusable
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Copying information · Organised Records and Physical Distribution

Metal movable type and Gutenberg-style press

The Gutenberg-style printing system did not invent printing, movable type, paper, ink or the press as isolated ideas. Its historical force came from integrating several mature crafts into a commercially reproducible production system: cast metal type with repeatable dimensions, durable matrices, oil-based ink, a screw press, page imposition, proofreading.

What changed:
Integrates replenishable type, ink, pressure and workshop production for edition scale
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Reaching audiences · Organised Records and Physical Distribution

Mass-produced books

Mass-produced books are not simply books made by a fast machine. They are the product of an edition system that coordinates reproduction, editorial selection, finance, paper, binding, warehousing, transport, bookselling, libraries, schooling and reader demand.

What changed:
Distributes substantially shared extended works across many readers and places
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Reaching audiences · Organised Records and Physical Distribution

Pamphlets, newspapers and periodicals

Pamphlets, newspapers and periodicals transform print from a bounded publication event into a recurring public information service. They shorten the interval between event, interpretation, production and readership.

What changed:
Reduces update latency and creates recurring public information channels
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Sending information · Electrical and Mass Media

Optical telegraph and semaphore

Optical telegraphy transformed long-distance signalling from isolated alarms into a staffed, addressable and code-governed network. Towers or stations were positioned within visual range.

What changed:
Moves coded messages faster than physical transport across staffed line-of-sight routes
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Sending information · Electrical and Mass Media

Electrical telegraph

The electrical telegraph separated communication speed from both human transport and visibility. It converted messages into controlled electrical states, propagated those states through conductors and reconstructed them as needle positions, marks, clicks or printed characters.

What changed:
Separates long-distance signal speed from transport and visibility
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Sending information · Electrical and Mass Media

Submarine telegraph cables

Submarine telegraph cables extended electrical communication across seas that overhead wires could not cross. They joined copper conductors, gutta-percha insulation, armouring, cable ships, route surveys, landing stations, sensitive instruments, repair practices, finance and international rights.

What changed:
Crosses oceans through fixed near-real-time electrical paths
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Sending information · Electrical and Mass Media

Telephone

The telephone changed long-distance communication from submitted text to live interaction. A transmitter converted acoustic pressure variations into corresponding electrical variations, a circuit carried them and a receiver reconstructed audible sound.

What changed:
Carries natural speech with immediate feedback across distance
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Remembering and storing · Electrical and Mass Media

Photography

Photography created a new class of information object: a durable image produced through the controlled action of light on a sensitive surface. Earlier visual records depended on human drawing, carving or printing.

What changed:
Preserves detailed selected visual traces for later inspection and reproduction
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Remembering and storing · Electrical and Mass Media

Recorded sound and the phonograph

Before sound recording, a voice or performance survived through memory, notation, imitation or repeated live performance. Writing could preserve words and musical notation could preserve selected structure, but neither stored the acoustic event itself.

What changed:
Allows acoustic events to persist and be replayed independently of performers
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Remembering and storing · Electrical and Mass Media

Motion-picture film and cinema

Motion-picture film extended photography from a persistent spatial trace into an ordered sequence of traces. A camera sampled changing scenes into frames.

What changed:
Preserves visible change as replayable, editable and distributable sequences
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Reaching audiences · Electrical and Mass Media

Radio broadcasting

Radio broadcasting transformed wireless signalling into a scheduled public service. Earlier radio systems commonly connected trained operators, ships, military stations or point-to-point correspondents.

What changed:
Distributes recurring audio programmes to large unknown audiences without individual paths or copies
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Reaching audiences · Electrical and Mass Media

Portable transistor radio

The portable transistor radio did not invent portable listening, but it made it smaller, lighter, more durable, less power-hungry and eventually much cheaper. Earlier portable valve radios existed, yet their fragile tubes, heat, high voltage requirements and heavy batteries limited convenience.

What changed:
Reduces size, weight, fragility and power demands that tied radio reception to fixed household locations
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Reaching audiences · Electrical and Mass Media

Television broadcasting

Television broadcasting combines moving-image recording, electronic scanning, radio transmission, scheduled programming and domestic reception into a one-to-many visual service. Its historical importance is not simply that pictures travelled without film reels.

What changed:
Distributes synchronised moving images and sound to large dispersed audiences without separate physical copies
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Sending information · Electrical and Mass Media

Communications satellites

Communications satellites extend radio links beyond the terrestrial horizon by placing relay infrastructure above Earth. A ground station sends an uplink to a spacecraft.

What changed:
Extends radio, television, telephone and data links beyond terrestrial horizons without continuous ground routes
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Processing and transforming · Programmable and Networked Information

Mechanical calculators

Mechanical calculators externalised parts of arithmetic into reliable physical mechanisms. A user entered numbers, selected an operation, supplied energy through a crank, key or stylus, and read a result whose intermediate carries and place-value transformations had been handled by gears, stepped drums, pinwheels or other mechanisms.

What changed:
Reduces the mental and written burden of executing repetitive arithmetic procedures
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Processing and transforming · Programmable and Networked Information

Punched-card control and data entry

Punched media convert the presence or absence of holes into machine-readable distinctions. The same broad material principle served at least three different functions: controlling a sequence of operations, storing a program, and representing records for repeated processing.

What changed:
Externalises repeatable instructions and structured records in a portable machine-readable form
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Processing and transforming · Programmable and Networked Information

Electromechanical tabulation

Electromechanical tabulation turned collections of machine-readable records into sortable, countable and cross-classifiable administrative information. It did not begin as general computation.

What changed:
Automates sorting, counting and summarising large structured record collections
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Representing meaning · Programmable and Networked Information

Binary digital representation

Binary digital representation reduces information to patterns over two distinguishable symbols or states. Those states may be written as 0 and 1, holes and no holes, high and low voltage, magnetised orientations, optical pits or other physical contrasts.

What changed:
Provides a robust common discrete representation for machine storage, processing and transmission
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Processing and transforming · Programmable and Networked Information

Electronic digital computers

Electronic digital computers transform discrete representations through high-speed electronic switching. Their historical significance does not fit inside one invention date or one champion machine.

What changed:
Executes long, changeable sequences of information transformations at electronic speed
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Processing and transforming · Programmable and Networked Information

Programming languages and compilers

Programming languages make machine procedures expressible in forms designed for human composition, review and reuse. Compilers and related translators convert those source representations into target instructions or intermediate forms that a particular machine can execute.

What changed:
Reduces the burden of expressing procedures directly in machine-specific instructions
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Remembering and storing · Programmable and Networked Information

Magnetic digital storage

Magnetic digital storage represents machine-readable information through controlled magnetic states. Its history is not one device but a family of storage architectures: rotating drums, magnetic tape, magnetic-core memory, rigid disks, removable disk packs, floppy disks and later high-density hard drives.

What changed:
Stores large rewritable machine-readable collections across sequential, direct-access and working-memory layers
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Processing and transforming · Programmable and Networked Information

Database management systems

A database management system is not a large file and not a disk drive. It is a software and institutional system that defines persistent data structures, mediates queries and updates, coordinates multiple users, enforces rules, records changes and attempts recovery after failure.

What changed:
Coordinates shared persistent data through logical schemas, queries, controlled updates and recovery without requiring every application to manage physical storage directly
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Communication and coordination · Programmable and Networked Information

Time-sharing

Time-sharing turns one scarce computer into an interactive service for many users. It rapidly interleaves processor attention, memory, storage and input/output among concurrent sessions so that each person can work through a terminal with tolerable response delay.

What changed:
Replaces long batch turnaround and exclusive machine access with concurrent interactive sessions on a shared computer service
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Sending information · Programmable and Networked Information

Packet switching

Packet switching transmits digital traffic by dividing information into bounded units that carry control information and share network links with packets from other communications. Intermediate topics receive, store briefly, inspect and forward these units.

What changed:
Shares network links efficiently among bursty digital traffic through packetisation, buffering and forwarding without requiring a dedicated end-to-end circuit
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Sending information · Programmable and Networked Information

Computer networks and ARPANET

A computer network links independently operating computers so that processes and users can exchange data or use remote resources. ARPANET was a particular publicly funded research network that separated host computers from a packet-switching communications subnet built from Interface Message Processors (IMPs).

What changed:
Connects remote computers and users to shared programs, files and communication services through host protocols over a packet-switching subnet
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Sending information · Programmable and Networked Information

Internet and TCP/IP

The Internet is an operational federation of networks that communicate through the Internet Protocol and related standards. TCP/IP is the protocol suite that made heterogeneous internetworking practical: IP carries datagrams across network boundaries, while transport protocols such as TCP provide end-to-end services above IP.

What changed:
Interconnects heterogeneous packet networks without requiring them to share one internal switching technology, administration or service model
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Reaching audiences · Programmable and Networked Information

Email

Email is an asynchronous digital messaging ecosystem in which a sender creates a structured message, specifies one or more recipients, submits it to a transfer system and relies on intermediate or destination systems to store and deliver it to mailboxes. Message format, transport envelope, transfer protocol, mailbox storage, address resolution and user.

What changed:
Provides asynchronous addressed message delivery across users, hosts and networks without requiring simultaneous presence or physical transport
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Communication and coordination · Programmable and Networked Information

Bulletin-board systems, Usenet and Internet chat

This topic groups three related but distinct pre-Web community forms. A dial-up bulletin-board system usually centres on one host operated by a system operator and reached through telephone modems.

What changed:
Creates shared many-to-many communication spaces in which participants can post persistent messages or converse synchronously before mainstream Web and social platforms
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Reaching audiences · Programmable and Networked Information

World Wide Web

The World Wide Web is an open distributed hypermedia system built above the Internet. Its foundational architecture combines globally usable identifiers, a request-response interaction protocol, typed representations and links embedded in representations.

What changed:
Makes independently hosted information globally addressable, linkable, retrievable and publishable through interoperable clients and servers
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Finding information · Programmable and Networked Information

Search Engines

A search engine is an automated discovery system that acquires information about a corpus, constructs one or more indexes, interprets a query, retrieves candidate items and orders or filters results. On the Web, this usually requires crawling, parsing, duplicate handling, indexing, ranking, snippet generation and continuous refresh.

What changed:
Makes large, changing and weakly organised networked corpora searchable without requiring users to know exact locations in advance
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Sending information · Programmable and Networked Information

Fibre-Optic Communication

Fibre-optic communication transmits information by modulating light guided through a dielectric fibre whose core and cladding create controlled propagation. The medium, transmitter, receiver, connectors, amplifiers, multiplexers and network engineering together form the system.

What changed:
Carries high-rate signals over long distances with low attenuation and extensive wavelength multiplexing compared with electrical conductors
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Sending information · Ubiquitous Cloud Media

Cellular Mobile Networks

Cellular mobile networks are not merely telephone systems with radios attached. They are geographic, radio, switching and database architectures that divide a service area into cells, reuse frequencies at controlled distances, track subscriber reachability and transfer active service as users move.

What changed:
Connects moving subscriber devices over wide areas while reusing scarce radio spectrum and maintaining reachability across changing cells and networks
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Reaching audiences · Ubiquitous Cloud Media

SMS and Mobile Text Messaging

SMS is a store-and-forward mobile messaging service, not a tiny live telephone call and not simply “text sent over spare bandwidth.” A sender submits a short message to an operator-controlled service centre. The network attempts delivery to the addressed mobile subscriber, may retain the message while the device is unavailable, and can return status.

What changed:
Provides compact asynchronous addressed messaging to mobile subscribers without requiring both parties to be connected or speaking at the same time
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Communication and coordination · Ubiquitous Cloud Media

Instant Messaging and Chat Applications

Instant messaging and chat applications are not one protocol or one degree of “instantness.” They are a family of services that coordinate accounts, contacts, presence, addressed messages, group spaces, delivery state, notifications and increasingly persistent multi-device history. The interface may resemble a simple conversation, but the service maintains a.

What changed:
Combines low-latency addressed conversation, presence, group coordination and persistent history across networked devices without requiring a continuous voice session
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Reaching audiences · Ubiquitous Cloud Media

Blogs and Content-Management Systems

Blogs and content-management systems lowered the operational cost of serial Web publishing by separating content creation from page construction. A blog is a publication form, commonly organised as reverse-chronological entries with stable addresses, archives, categories, comments and feeds.

What changed:
Lowers the labour and technical cost of repeated Web publication, archive maintenance and update syndication
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Reaching audiences · Ubiquitous Cloud Media

Social Networking and Microblogging Platforms

Social networking and microblogging platforms combine persistent user profiles, articulated connections, public or semi-public posting, interaction signals and centrally managed distribution surfaces. Their decisive innovation is not simply that users publish online.

What changed:
Turns persistent profiles and social relationships into scalable audience discovery and distribution infrastructure
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Reaching audiences · Ubiquitous Cloud Media

Online video and streaming platforms

Online video and streaming platforms make audiovisual media available through networked, software-mediated delivery rather than fixed broadcast schedules, physical carriers or complete local downloads alone. They combine upload or ingest, compression, transcoding, storage, manifests, segmented delivery, content-distribution networks, players, identity.

What changed:
Reduces scheduled-channel, physical-copy and specialised-distribution barriers to global audiovisual publication and on-demand playback
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Reaching audiences · Ubiquitous Cloud Media

Podcasts and on-demand audio

Podcasts combine serial audio production with open Web syndication, downloadable or streamable media files, automatic subscription and portable listening. The defining unit is not merely an audio file.

What changed:
Reduces scheduled and geographic constraints on serial spoken-audio publication, subscription and portable listening
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Processing and transforming · Ubiquitous Cloud Media

Recommendation Algorithms and Personalised Feeds

Recommendation algorithms and personalised feeds select, score and order information for a particular recipient when the available catalogue or stream is too large for manual inspection. The family includes collaborative filtering, content-based models, item-to-item similarity, candidate generation, ranking, reranking and policy-aware feed assembly.

What changed:
Selects and orders a manageable recipient-specific subset when available information exceeds manual attention
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Communication and coordination · Ubiquitous Cloud Media

Smartphones

Smartphones combine a portable general-purpose computer, mobile telephone, network terminal, camera, microphone, display, positioning system, sensor array, local store and application platform in one personally carried device. Earlier mobile phones transmitted voice and messages; earlier personal digital assistants managed local information; earlier cameras.

What changed:
Reduces place-bound access and the need for separate tools by combining networked communication, capture, sensing, computation and personal identity in one portable platform
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Remembering and storing · Ubiquitous Cloud Media

Cloud computing and cloud storage

Cloud computing makes configurable processing, storage, networking and software available as remotely operated services that can be provisioned and released on demand. Cloud storage applies this service model to persistent data, commonly through object, block, file or database interfaces.

What changed:
Reduces dependence on fixed local capacity, long procurement cycles and direct operation of every computing and storage component
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Interpreting meaning · Machine-Mediated Meaning

Machine Translation

Machine translation converts information expressed in one natural language into a target-language representation by computational means. It reduces the labour, delay and geographic restriction involved in multilingual communication, but it does not remove the interpretive problem that makes translation necessary.

What changed:
Reduces the labour and delay required to produce usable target-language representations
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Interpreting meaning · Machine-Mediated Meaning

Speech Recognition and Automated Transcription

Automatic speech recognition converts an acoustic signal containing speech into a symbolic sequence such as words, characters, phonemes, commands, timestamps or captions. Automated transcription applies that capability to recorded or live speech so that spoken information can be searched, edited, quoted, indexed, translated and processed by other software.

What changed:
Reduces the labour and delay required to convert speech into searchable symbolic text or commands
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Interpreting meaning · Machine-Mediated Meaning

Text-to-Speech and Voice Synthesis

Text-to-speech converts symbolic language into an acoustic speech signal. Voice synthesis is the broader family of techniques that artificially produce speech-like audio, whether from text, phonetic controls, linguistic features, recorded units, statistical models or neural generation.

What changed:
Removes the need to record a human performance for every utterance that must be heard
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Interpreting meaning · Machine-Mediated Meaning

Automated Classification and Content Moderation

Automated classification assigns labels, scores or categories to information objects. Automated content moderation uses those outputs, together with platform rules and institutional procedures, to decide whether content should be admitted, restricted, deprioritised, labelled, demonetised, escalated, removed or preserved as evidence.

What changed:
Reduces the inability of finite human organisations to inspect and govern immense digital information flows
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Interpreting meaning · Machine-Mediated Meaning

Generative Language Models

A generative language model estimates patterns in sequences of linguistic tokens and uses those estimates to continue, transform or produce text. Its most common operational form predicts a probability distribution over the next token given prior context, then repeatedly selects tokens according to a decoding procedure.

What changed:
Reduces the need to hand-author, hand-code or pre-store every linguistic response a machine may produce
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Interpreting meaning · Machine-Mediated Meaning

Generative Image, Audio and Video Models

Generative image, audio and video models produce perceptual media from learned distributions rather than requiring a conventional camera, microphone, instrument or manually constructed frame for every output. They can generate media from noise, text prompts, reference images, sketches, motion, audio, masks, depth maps, style examples or other conditioning.

What changed:
Reduces the requirement to capture, stage or manually construct every media object before communication
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Interpreting meaning · Machine-Mediated Meaning

Conversational AI Assistants and Retrieval-Augmented Generation

Conversational AI assistants provide an interactive interface through which a user can ask questions, revise instructions, request explanations and sometimes invoke external information or tools. The conversational surface hides several different systems: language understanding, dialogue-state management, retrieval, ranking, prompt assembly, generation.

What changed:
Reduces the interaction cost of finding, combining and explaining information across fragmented systems
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Interpreting meaning · Machine-Mediated Meaning

Autonomous and Semi-Autonomous AI Agents

Autonomous and semi-autonomous AI agents are systems delegated to pursue goals through a sequence of observations, decisions and actions. Unlike a conversational assistant that primarily responds turn by turn, an agent may decompose a task, select tools, execute operations, inspect results, update a plan, recover from failure and continue until a stopping.

What changed:
Reduces the human coordination required to pursue multi-step goals across changing digital environments
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Trust, authenticity and control · Machine-Mediated Meaning

Digital Provenance and Authenticity Systems

Digital provenance and authenticity systems record and verify claims about the origin and transformation history of digital objects. They can state that a device captured an image, that software performed an edit, that an organisation signed a manifest or that a file has remained unchanged since a particular assertion.

What changed:
Reduces uncertainty about a digital object’s claimed origin, custody and transformation history
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