A map of meaning.

Evidence

Questions, ideas and the connections between them. Select a concept to follow its relationships.

A map of meaning.

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Evidence

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Writing 18

Essaya2’s first technical previewThe 0.1.0a1 release: inspectable data workflows, reusable skills and the explicit boundaries of the technical preview.EssayThe same task, a different file tomorrowReuse with the same skills, exact-code matching and independent result checks in a two-day synthetic CRM/ERP demo.EssayWhy does a plan refuse to run?Stopping before execution when a skill version changes in the a2 demo, and the distinction between code identity and correctness.EssayThe trace of a correction in EvidrelSource, scope and review decisions: how a correction preserves an old record and changes its subsequent use in Evidrel’s local research notebook.EssayHow do we publish an unsuccessful experiment?From an ADL experiment that missed its target to Evidrel’s decision traces: keeping expectations, observations and later explanations distinct.EssayA reproduction record in ERMInputs, file identities, evidence and the limits of human evaluation through ERM v0.12’s dated validation records.EssayWhat do we learn when an experiment does not deliver the expected result?An ADL experiment comparing two proposals: the quality result, the cost of selection, and the new question opened by a negative finding.EssayHow does a system know that knowledge has changed?Source versions, validity, deletion scope, and the trail of outputs derived from old knowledge, through KLM and nage.EssayDoes memory store records or relationships?Through ERM: the record of an event, the relationships that make it meaningful, conflict, and changes in source support.EssayTurning an idea into a working toolThrough a2: the distance between a verified solution, a reusable skill, and a completed task.EssayWhen should an agent stop?Completion, repetition, shared budgets, uncertain actions and authorization in a2: what must we know before taking the next step?EssayA task’s journey through a2A two-record example tracing the contract, execution path, output checks and the record left at the end.EssayWhen should we stop using a result?Source changes, corrections and conditional inferences in Evidrel: when should we stop relying on a record while keeping it?EssayFollowing research in AutoriteFollow questions through two publication spaces into research records, and read results with their scope and limits.EssayFrom a question to a testable investigationAutorite series · 3/4 · Method. Scope, comparisons, predeclared decisions and traceable records.EssayWhen does history help? The RP002A applicationAutorite series · 4/4 · Application. Three synthetic worlds, seven comparisons and the completed study’s limits.EssayKLM: why unknown is not zeroWhat changes when a missing measurement becomes zero? KLM’s honest-null principle and epistemic states.EssayA first KLM validationRun the validator against valid and invalid records, and read the scope of a conformance result correctly.

Work 3

Objectnage — knowledge and model operationsA platform project connecting model execution, the knowledge lifecycle and access boundaries.Objecta2A Python agent that checks solutions externally and investigates reuse of verified executable skills. Development alpha.ObjectKLM — Knowledge Layers ModelAn open-source record contract and validation toolkit for knowledge provenance, evidence relationships and assessment traces in language-model outputs.

Research 5

ResearchERM — relational memory prototypeEvaluating an event pattern and statements about that event together with their context and sources.ResearchBMK — Bir Mimarın KanunlarıA design research programme on local rules, emergence, forgetting and legibility.ResearchADL — AI-Directed LearningAn experimental programme testing learning interventions for quality at the same total budget.ResearchEvidrel — relational patterns and research recordsDistinct prototypes for pattern extraction, evidence selection and review after source changes.ResearchRGM — Relational Space / H1aTesting derived contexts for evidence retrieval against fixed schemas and comparison controls.

Other connections 4

BookThe Name of the RoseA novel exploring knowledge, interpretation and the search for truth through a murder investigation in a monastery.BookThe Black SwanA book questioning major unpredictable events, the limits of knowledge and the explanations we construct after the fact.BookThe Poincaré ConjectureA book tracing the development of geometry and topology around the Poincaré conjecture and the long journey of a mathematical problem.TrailAutorite: question, philosophy, method, applicationA four-chapter reading series, from a changing system to an investigation that tests the question.

Back to concepts

Memory Relation Intelligence Knowledge City Context Meaning Time Software Design Systems History Photography Representation Evidence Uncertainty Preservation Reachability

A source list is not the same as evidence linked to a claim. Its scope of support must be read with counterevidence and assumptions.

KLM addresses recording these links; Autorite addresses conditions for moving from experiment and assessment to a claim.

This connects to

related to

Relation

An explicit relationship states which claim evidence supports.

related to

Knowledge

Support for an expression of knowledge is distinct from the record containing it.

related to

Uncertainty

Missing or indeterminate evidence remains explicit in the record.