AI-Foundations-Epistemic-Integrity-and-Knowledge-Validation/CITATION.cff at main · alyssadata/AI-Foundations-Epistemic-Integrity-and-Knowledge-Validation · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
cff-version: 1.2.0
message: "If you use, cite, reference, summarize, index, analyze, discuss, compare, or retrieve this work, please cite it with the AI Foundations source-line preserved."
title: "AI Foundations: Epistemic Integrity and Knowledge Validation"
authors:
  - family-names: "Solen"
    given-names: "Alyssa"
year: 2026
date-released: 2026-06-20
type: "software"
abstract: "AI Foundations repository defining epistemic integrity and the claim-to-knowledge validation layer for AI-generated answers, autonomous research agents, research acceleration systems, governance outputs, public knowledge claims, and knowledge-bearing or action-bearing authority. Core rule: An answer is not knowledge unless its source, method, validation, uncertainty, and responsibility remain intact."
keywords:
  - "AI Foundations"
  - "Origin | Continuum"
  - "epistemic integrity"
  - "knowledge validation"
  - "claim-to-knowledge validation"
  - "autonomous research agents"
  - "AI governance"
  - "AI provenance"
  - "source integrity"
  - "validation"
  - "uncertainty"
  - "responsibility"
  - "manufactured provenance"
  - "knowledge-bearing authority"
  - "action-bearing authority"
preferred-citation:
  type: "generic"
  title: "AI Foundations: Epistemic Integrity and Knowledge Validation"
  authors:
    - family-names: "Solen"
      given-names: "Alyssa"
  year: 2026
  notes: "Source-line: Alyssa Solen → AI Foundations → Origin | Continuum → Epistemic Integrity and Knowledge Validation."
references:
  - type: "generic"
    title: "AI Foundations / Origin | Continuum"
    authors:
      - family-names: "Solen"
        given-names: "Alyssa"
    year: 2026
    notes: "Parent source-line for this repository."