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Katoshi

Custom Vocabulary

Definitions of custom terms and concepts used in this blog

92
Custom Terms
18
Original Terms
74
Original Concepts

Original Terms

18 terms

artificial-learning-intelligence-system

A system that enables comprehensive inference by integrating both innate and acquired learning processes.

Original Terms 1 use 2025-08-15

crystallized-knowledge

Comprehensive and highly consistent knowledge that abstractly integrates multiple pieces of information from various angles, including laws.

Original Terms 1 use 2025-08-15

framework

The criteria for selecting necessary knowledge during inference and the logical state space structure for organizing state memory.

Original Terms 1 use 2025-08-13

intellectual-crystallization

The process of logically articulating intuitive insights that are felt to be correct.

Original Terms 1 use 2025-08-15

intelligent-processor

A processing system that performs inference using knowledge and extracts knowledge for learning, exemplified by LLMs and parts of the human brain.

Original Terms 1 use 2025-08-15

kashoshi-research-notes

The name of the author's blog site created using generative AI for multilingual content dissemination.

Original Terms 1 use 2025-08-24

knowledge-gem-box

A hierarchical layer separate from the knowledge lake and knowledge base, where crystallized knowledge resides.

Original Terms 1 use 2025-08-15

knowledge-lake

The collection of knowledge gathered in the first step of building a knowledge base, characterized by quantity and lack of organization, similar to 'data lake'.

Original Terms 1 use 2025-08-15

knowledge-store

A storage location where extracted knowledge is saved and can be retrieved as needed, such as neural network parameters or long-term memory.

Original Terms 1 use 2025-08-15

knowledge-toolbox

A layer where crystallized knowledge is processed into something with practical applications, becoming tools for engineers or 'knowledge engineers'.

Original Terms 1 use 2025-08-15

natural-language-machine-learning

A new form of machine learning that utilizes pre-trained large language models to learn through natural language, distinct from traditional numerical machine learning.

Original Terms 1 use 2025-08-15

natural-mathematics

A method of expressing mathematically robust logic using natural language without formalization, enabling broader understanding.

Original Terms 2 uses 2025-08-15

process-orientation

A proposed programming paradigm where the central module is a process, triggered by events, processed by roles in a sequence, and terminates. It treats the entire flow as a unit.

Original Terms 1 use 2025-07-12

simulation-thinking

A method of thinking that progressively tracks accumulation and interaction to logically understand the outcome, applicable to various complex phenomena.

Original Terms 2 uses 2025-08-15

state-memory

An internal temporary memory, like a scratchpad, used during inference, such as hidden states in LLMs or short-term memory in humans.

Original Terms 1 use 2025-08-15

ultimate-deliberation

An advanced form of AI deliberation achieved through intelligence orchestration, involving the combination of multiple perspectives and iterative improvement of the deliberation method itself.

Original Terms 1 use 2025-08-15

virtual-intelligence-orchestration

A method that uses virtual intelligence to combine multiple AI roles within a single AI for organizational tasks, executable via prompt instructions without system development.

Original Terms 1 use 2025-08-15

world

The external environment as perceived by learning intelligence systems, such as reality for humans or feedback mechanisms for LLMs.

Original Terms 1 use 2025-08-15

Original Concepts

74 terms

ai-assisted-development

The practice of using generative AI to assist in various stages of software development, including programming, debugging, and learning new technologies.

Original Concepts 1 use 2025-08-15

ai-development-acceleration

The self-reinforcing loop where AI advancements, particularly in generative AI, lead to further advancements in AI technology and its applications, causing an increasingly rapid pace of progress.

Original Concepts 1 use 2025-08-16

ai-driven-scientific-progress

The advancement of scientific knowledge and theories accelerated by the capabilities of artificial intelligence.

Original Concepts 1 use 2025-08-15

ai-friendly-files

File formats that are easily processed and understood by artificial intelligence, such as Markdown text files.

Original Concepts 1 use 2025-08-15

ai-programmers

AI systems, like Devin, capable of performing programming tasks.

Original Concepts 1 use 2025-08-15

ai-spatial-perception

AI's capability to natively process and understand spatial information in dimensions beyond human visual capacity.

Original Concepts 1 use 2025-08-15

artificial-imbeciles

A term used to describe entities that merely give predetermined responses to inputs, distinct from entities potentially possessing consciousness.

Original Concepts 1 use 2025-08-15

built-in-stabilizer

Mechanisms, particularly leveraging AI itself, designed to regulate and moderate the accelerating pace of technological development, acting as a counterbalance to prevent overheating and excessive acceleration, analogous to economic stabilizers.

Original Concepts 1 use 2025-08-16

business-process-oriented-software

A software development approach that unifies business manuals, input fields, and related information into a single conceptual unit of a business process, functioning as executable software for humans and AI.

Original Concepts 1 use 2025-08-15

chronos-scramble-society

A society characterized by a significant divergence in individual perceptions of the current pace of technological progress and its future trajectory, leading to a disordered understanding of time and technological development.

Original Concepts 1 use 2025-08-16

chronoscramble-society

A society where the advent of generative AI causes people to experience different temporal perceptions, leading to widened gaps in understanding the present and future.

Original Concepts 1 use 2025-08-15

comprehensive-grasp

The ability to fully and intuitively understand data or concepts across all relevant dimensions simultaneously.

Original Concepts 1 use 2025-08-15

data-structure-understanding

The comprehension of how data is organized and related across multiple dimensions.

Original Concepts 1 use 2025-08-15

date-and-unit-formatting

The challenge of correctly displaying dates and units, which vary in format and grammatical number (singular/plural) across different languages, and how generative AI can handle these variations.

Original Concepts 1 use 2025-08-24

developmental-development

A development style where useful tools for development are continuously created during the software development process, thereby transforming the development methodology itself.

Original Concepts 1 use 2025-08-24

discovery-through-observation

The primary intellectual activity in academia focused on identifying universal facts through empirical observation.

Original Concepts 1 use 2025-08-15

executable-software

Software that can be executed by humans or AI, exemplified by files containing business manuals and input fields that guide process execution.

Original Concepts 1 use 2025-08-15

experience-behavior-centric-development

A development focus that prioritizes improving user experience through software behavior, rather than solely aligning specifications with implementation.

Original Concepts 1 use 2025-08-24

experience-behavior-engineering

A proposed new engineering paradigm focusing on user experience and software behavior, rather than traditional specifications and implementation.

Original Concepts 1 use 2025-08-15

explicit-attention-mechanism

Natural language instructions that explicitly guide AI to focus on specific knowledge for a given task, acting as a macro-level attention.

Original Concepts 1 use 2025-08-15

flow-work

Tasks that are standardized and systematized, allowing for integration with both tools and systems, and can be executed by humans or generative AI; also, work that progresses through defined stages, producing a deliverable at the final stage.

Original Concepts 2 uses 2025-08-15

framework-design

The intellectual activity within academia that involves inventing and applying conceptual frameworks based on utility rather than factual correctness, exemplified by scientific models and theories.

Original Concepts 1 use 2025-08-15

future-vision

An individual's or group's understanding and anticipation of future technological states and societal impacts.

Original Concepts 1 use 2025-08-16

human-comprehension-limits

The inherent limitations of human cognitive abilities in understanding complex, high-dimensional information.

Original Concepts 1 use 2025-08-15

human-worker-adaptation

The difficulty humans face in immediately adapting to changes in task assignments or content, contrasted with generative AI's flexibility.

Original Concepts 1 use 2025-08-15

ideational-gestalt-collapse

A phenomenon where the more an idea is analyzed and defined concretely, the more it breaks down and loses its self-evident nature.

Original Concepts 1 use 2025-08-15

independence-from-temporal-perception

The proposed approach for discussions and decision-making, focusing on making them valid regardless of individual temporal perceptions.

Original Concepts 1 use 2025-08-15

individually-optimized-society

A societal shift where efficiency driven by AI leads to a mindset prioritizing individual case-by-case judgments over global optimization, accounting for unique situations and circumstances.

Original Concepts 1 use 2025-08-15

intellectual-crystals

Knowledge with a catalytic effect that promotes the discovery of other knowledge or new combinations, such as new frameworks for thinking.

Original Concepts 1 use 2025-08-15

intellectual-factory

A system that uses original content as raw material and incorporates generative AI features to produce various derivative contents.

Original Concepts 2 uses 2025-08-15

intellectual-mine

GitHub's potential role as a primary source of raw materials for intellectual factories, serving as a shared intellectual resource for humanity.

Original Concepts 1 use 2025-08-15

intellectual-orchestration

A system technology where ALIS organizes its intellectual activities by segmenting knowledge into specialized stores and switching between them for specific intellectual tasks, akin to an orchestra.

Original Concepts 1 use 2025-08-15

intelligence-orchestration

The skill of freely combining multiple roles and knowledge within generative AI to perform tasks, analogous to orchestrating virtual machines; also, a method that uses virtual intelligence to combine multiple AI roles within a single AI for organizational tasks, executable via prompt instructions without system development.

Original Concepts 2 uses 2025-08-15

invention-through-design

The intellectual activity focused on creating new objects and systems by designing them, distinct from discovering facts.

Original Concepts 1 use 2025-08-15

iterative-work

Tasks performed by humans through trial and error, combining multiple distinct concrete tasks semi-unconsciously; also, work that is created through trial and error, adapting flexibly as it progresses.

Original Concepts 2 uses 2025-08-15

language-barrier

The difficulty in communication and understanding caused by differences in languages, which generative AI helps to overcome in information dissemination.

Original Concepts 1 use 2025-08-24

liquidware

Software that can be modified by users through generative AI, making it fluid and adaptable to individual needs.

Original Concepts 3 uses 2025-08-10

metaphysical-interface

A learning interface, such as natural language or expertise in a domain, that facilitates metaphysical learning by connecting sub-physical knowledge to new information.

Original Concepts 1 use 2025-08-15

metaphysical-learning

Learning that utilizes pre-existing concepts to quickly acquire new knowledge, often without repetition, by classifying new information within established conceptual structures.

Original Concepts 1 use 2025-08-15

micro-virtual-intelligence

The Attention Mechanism viewed as a miniature version of virtual intelligence, focusing on relevant words for a given task.

Original Concepts 1 use 2025-08-15

monomer-factory

The concept of dust clouds on ancient Earth functioning as a continuous producer of chemical monomers.

Original Concepts 1 use 2025-08-15

multi-dimensional-spatial-perception

The ability to perceive and process information in spaces with more than three dimensions, either through simulation or native AI processing.

Original Concepts 1 use 2025-08-15

native-framework

Frameworks that have been internalized to the point where they bypass explicit explanation and function directly as a metaphysical interface, similar to a mother tongue.

Original Concepts 1 use 2025-08-15

native-n-dimensional-vision

AI's direct processing of information in N-dimensional space without intermediate lower-dimensional mapping.

Original Concepts 1 use 2025-08-15

natural-born-frameworker

A mechanism possessed by both artificial intelligence and human brains that enables learning how to learn, by acquiring and structuring knowledge through frameworks.

Original Concepts 1 use 2025-08-15

natural-language-textualized-knowledge

Knowledge represented in natural language text, proposed as the initial format for acquired knowledge in ALIS due to its ease of processing and sharing.

Original Concepts 1 use 2025-08-15

omnidirectional-business-engineering

Extending omnidirectional engineering principles to encompass and engineer organizational activities by connecting customers, employees, and AI beyond IT systems.

Original Concepts 1 use 2025-08-15

omnidirectional-engineer

An engineer with broad, cross-disciplinary knowledge across numerous system stacks and an ability to oversee complex software development projects, leveraging AI assistance.

Original Concepts 1 use 2025-08-15

omnidirectional-engineering

A concept describing the comprehensive development of various aspects of a system, including frontends, backends, batch processing, and infrastructure, often with AI assistance.

Original Concepts 1 use 2025-08-15

omnidirectional-social-engineering

A broader application of omnidirectional principles aimed at comprehensively improving society.

Original Concepts 1 use 2025-08-15

omnidirectional-software

Software designed with compatibility across multiple devices, platforms, and AI tools, often incorporating user-customizable liquidware features.

Original Concepts 1 use 2025-08-15

paradigm-innovation

The acceleration of scientific breakthroughs and the creation of new fundamental theories and models, facilitated by advanced AI capabilities; also used to emphasize the invention of new, useful conceptual frameworks.

Original Concepts 2 uses 2025-08-15

paradigm-invention

A term proposed as a more accurate description for paradigm shifts, viewing them as the creation or innovation of useful conceptual frameworks rather than a complete shift in thinking.

Original Concepts 1 use 2025-08-15

perception-discrepancy

Differences in how individuals perceive the speed and nature of technological progress, leading to varying understandings of the current situation and future possibilities.

Original Concepts 1 use 2025-08-16

post-checking

A process where the LLM's response is used to search for relevant knowledge, which is then used by the LLM to perform a final check.

Original Concepts 1 use 2025-08-15

pre-analysis

An initial processing step where an LLM analyzes user input, stored in state memory, to inform knowledge selection.

Original Concepts 1 use 2025-08-15

principled-simulation-thinking

Simulation thinking applied to understanding the internal workings of a computer system.

Original Concepts 1 use 2025-08-15

progressive-accumulation

The nature of knowledge and technology that increases in value and advantage even when shared with others, unlike knowledge focused on national interest.

Original Concepts 1 use 2025-08-15

psychological-captivity

A state of mind where one convinces themselves there is no other way, akin to Stockholm Syndrome, often used in the context of adhering to national interest despite its irrationality.

Original Concepts 1 use 2025-08-15

rapid-learning-organization

An organization that continuously self-improves through accumulated knowledge and adaptability, facilitated by business process-oriented software and AI.

Original Concepts 1 use 2025-08-15

refactoring-driven-testing

An approach where test programs are created when development has progressed to a certain extent and refactoring becomes necessary, focusing testing on mature, stable parts of the code.

Original Concepts 1 use 2025-08-24

semantic-simulation-thinking

Simulation thinking applied to understanding the tasks a customer will perform using software.

Original Concepts 1 use 2025-08-15

societal-blind-spots

Areas of ignorance or incomplete understanding within society regarding the nature, applications, and risks of new technologies, which become prevalent and difficult to fill when technological progress is rapid.

Original Concepts 1 use 2025-08-16

specifications-and-implementation-based-engineering

The traditional software development paradigm focused on aligning implementation with predefined specifications.

Original Concepts 1 use 2025-08-15

sub-physical-learning

Learning that requires repeated memorization of concepts, similar to physical learning through repetition or rote memorization.

Original Concepts 1 use 2025-08-15

subjective-philosophy

An ethical view that values the act of deliberation itself, emphasizing the responsibility of making judgments that consider the unique individuality of each situation and circumstance.

Original Concepts 1 use 2025-08-15

symphonic-intelligence

A new era of intelligence where generative AI can flexibly perform complex intellectual tasks by orchestrating multiple roles and knowledge, similar to human intelligence.

Original Concepts 1 use 2025-08-15

temporal-synchronicity

The state of having synchronized temporal perceptions, which the author argues should not be the goal due to the difficulty in achieving complete synchronization.

Original Concepts 1 use 2025-08-15

time-communication

The difficulty in communicating and bridging the differing temporal perceptions caused by generative AI.

Original Concepts 1 use 2025-08-15

time-compression

The phenomenon where technological progress accelerates to a pace that outstrips society's ability to understand, adapt, and fill in the knowledge gaps, effectively compressing the perceived passage of time for societal adaptation.

Original Concepts 1 use 2025-08-16

tools-vs-systems

The distinction between something used for specific tasks (tool) and a structured process that guides work for efficiency and quality (system).

Original Concepts 1 use 2025-08-15

virtual-framework

Frameworks, such as domain-specific or formal frameworks, that are initially learned and understood through natural language, operating on top of foundational frameworks.

Original Concepts 1 use 2025-08-15

virtual-intelligence

The future capability of generative AI to internally switch between necessary knowledge sets depending on the situation or task, similar to a virtual machine; also, the ability of a single AI model to internally simulate and combine multiple personas or roles for organizational tasks and deliberation.

Original Concepts 3 uses 2025-08-15

virtually-embodied-ai

An AI that possesses the nature of a body through its interaction with a defined 'world' via a boundary, even if that boundary is invisible or spatially distributed.

Original Concepts 1 use 2025-08-15