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All concepts (74)

• Algorithms cs — Step-by-step procedures for computation — sorting, searching, graph traversal, and their time/space complexity.…
• An Original Taxonomy of the Compile-Time AI Ecosystem concept — An Original Taxonomy of the Compile-Time AI Ecosystem…
• Autonomous Research pattern — The recursive-research loop where the compiler compiles its own next generation of passes by comparing its architecture …
• Clustering concept — Grouping items so similar ones share a cluster — in knowledge compilation, grouping embeddings by similarity into topic …
• Cognitive Memory concept — Sovereign cognitive memory is a 7-layer local-first memory system (sensory, working, short-term, long-term, semantic, ep…
• Compaction and Decay concept — A reversible overlay that lets old, unused compiled facts fade (archive) so memory stays sharp, while never silently dro…
• Compile-Time AI pattern — Compile-Time AI is the architectural pattern of moving expensive semantic reasoning out of the request path and into a b…
• Compile-Time AI: Why the Industry Is Quietly Building an LLVM for Knowledge concept — Compile-Time AI: Why the Industry Is Quietly Building an LLVM for Knowledge…
• Compiler Passes pass — A compiler pass is a single, declarative transformation over the intermediate representation. Passes declare what they c…
• Compiler Theory cs — The study of how a compiler transforms source code through lexical analysis, parsing, intermediate representations, opti…
• Compiling the compiler: the recursive research loop concept — Compiling the compiler: the recursive research loop…
• Concept Node ir — The atomic unit of the SKCE curriculum — a ConceptNode carries a full self-description contract (what/why/where/prerequi…
• Conflict Ledger concept — A record of losing values when concurrent edits to the same entity resolve by Lamport LWW — kept so every auto-resolutio…
• Context Compilation pattern — Turning heterogeneous available context (memory, preferences, prior commitments) into a governed working set for a speci…
• Context Intermediate Representation ir — Context IR (Brian Letort) is the typed semantic object sitting between raw source context and runtime execution — facts,…
• Cosine Similarity math — A measure of similarity between two vectors defined as their dot product divided by the product of their magnitudes — eq…
• CRDT Sync concept — CRDT (Conflict-Free Replicated Data Type) sync replicates compiled memory across a user's own devices with a state-based…
• Curriculum Graph concept — The compiled artifact's backbone — a directed acyclic graph over ConceptNodes where edges encode prerequisite, dependenc…
• Data Structures cs — Ways of organizing data for efficient access — arrays, trees, graphs, hash maps, heaps.…
• Distributed Systems cs — The field studying how independent nodes coordinate to act as one system — replication, consensus, fault tolerance, and …
• Embeddings concept — An embedding is a dense vector representation of text (or other data) such that semantic similarity corresponds to geome…
• External References concept — External References…
• Graph Algorithms cs — Algorithms operating on graphs — traversal, shortest path, connected components, clustering coefficient, PageRank, topol…
• GraphRAG concept — Retrieval-Augmented Generation that organizes documents into a knowledge graph, enabling multi-hop reasoning and communi…
• I Compiled My Blog Into a Decision Graph concept — I Compiled My Blog Into a Decision Graph…
• I. The Runtime Tax concept — I. The Runtime Tax…
• II. The Compiler Alternative concept — II. The Compiler Alternative…
• III. Architecture of the Knowledge Compiler concept — III. Architecture of the Knowledge Compiler…
• Information Retrieval cs — The field of finding material relevant to a query — indexes, ranking, precision/recall.…
• Information Theory math — The mathematical study of information, entropy, and compression — how much can be encoded, and how surprising is an even…
• Intermediate Representation ir — An Intermediate Representation (IR) is a typed, structured form of the program or knowledge that sits between raw input …
• IV. The Runtime System concept — IV. The Runtime System…
• IX. The Broader Idea concept — IX. The Broader Idea…
• Knowledge Compiler concept — The Knowledge Compiler is the original project that turns collections of Markdown documents into statically-deployable s…
• Knowledge Compiler SDK architecture — The SDK is the 9-phase, pass-YAML compiler engine SKCE compounds on — it turns Markdown into inspectable intermediate re…
• Knowledge Graphs concept — A knowledge graph represents entities as nodes and their relationships as typed edges, enabling multi-hop reasoning and …
• Linear Algebra math — The mathematics of vectors and matrices — vector spaces, dot products, norms, and linear transformations.…
• Misconception Detection pass — A model-assisted pass that proposes common misconceptions about a concept and their corrections, attached as Misconcepti…
• Ontology concept — The controlled vocabulary that classifies every ConceptNode (kind, facets) and every relationship type — giving the curr…
• Pedagogical Model concept — The contract every concept must satisfy so the app recursively explains itself — ten questions (what/why/where/prerequis…
• Plugin Architecture architecture — The convention that every compiler pass is a directory with a pass.yaml (declares I/O, dependencies, determinism) and a …
• Prerequisite Inference pass — The pass that produces the prerequisite DAG — edges declaring what a reader must understand before a concept — making re…
• Probability math — The mathematics of uncertainty — events, random variables, distributions, and how likely outcomes are.…
• Questions Worth Investigating Further concept — Questions Worth Investigating Further…
• Related Posts on DanielKliewer.com concept — Related Posts on DanielKliewer.com…
• Relationship Edge ir — A typed connection between two ConceptNodes — related, prerequisite_of, depends_on, foundation_of, implements, contradic…
• Retrieval-Augmented Generation concept — RAG retrieves relevant context chunks for a query, assembles them into a prompt, and asks an LLM to generate an answer —…
• Runtime Optimization pattern — The compile-time-AI layer that reduces the cost and latency of the model that finally executes at inference — fusion, de…
• Six Independent Efforts, One Pattern concept — Six Independent Efforts, One Pattern…
• Software Compiler Analogy concept — The mapping that justifies compile-time AI — a knowledge compiler is to Markdown what a software compiler is to source c…
• Sovereign AI concept — Sovereign AI is intelligence you own, running on infrastructure you control, making decisions from a knowledge substrate…
• Sovereign AI, concretely concept — Sovereign AI, concretely…
• Sovereign Knowledge Compiler architecture — The Sovereign Knowledge Compiler (SKC) is a compile-time system for knowledge. Like a software compiler, it parses a cor…
• Statistics math — The mathematics of collecting, summarizing, and inferring from data — distributions, means, variance, hypothesis testing…
• The Core Thesis: Runtime AI vs. Compile-Time AI concept — The Core Thesis: Runtime AI vs. Compile-Time AI…
• The live demo concept — The live demo…
• The numbers are real concept — The numbers are real…
• The Recursive Research Compiler: Turning Compile-Time AI Inward with the Knowledge Compiler SDK concept — The Recursive Research Compiler: Turning Compile-Time AI Inward with the Knowledge Compiler SDK…
• The reinforcement signal told the truth concept — The reinforcement signal told the truth…
• The runtime tax, restated concept — The runtime tax, restated…
• The Shape of the Thing concept — The Shape of the Thing…
• Type Theory cs — The mathematical study of type systems — rules that classify expressions and guarantee certain behaviors before executio…
• V. What This Changes concept — V. What This Changes…
• Vector Search concept — Retrieval that ranks items by vector similarity (typically approximate nearest neighbor) rather than keyword match.…
• Vector Spaces math — A set of vectors closed under addition and scalar multiplication, with notions of basis, dimension, and norm.…
• VI. Applications concept — VI. Applications…
• VII. Limitations concept — VII. Limitations…
• VIII. Future Research concept — VIII. Future Research…
• What the compiler decided I believe concept — What the compiler decided I believe…
• What the SDK actually is concept — What the SDK actually is…
• Where the Compiler Analogy Breaks Down concept — Where the Compiler Analogy Breaks Down…
• Where this sits in the taxonomy concept — Where this sits in the taxonomy…
• Why the ephemeral-conversation model can't do this concept — Why the ephemeral-conversation model can't do this…
• Why this matters concept — Why this matters…