AFK.live

AFK.live

General Overview

AFK.live is an editorialized news aggregator based in France, specializing in the analysis and daily indexing of over 200 French and international news sources. Its main mission is to provide "the signal without the noise": allowing its users to discover the essentials of current events through a structured and diverse selection of headlines, while valuing the work of field journalists. The platform aims to offer a panoramic view of the news, breaking free from algorithmic bubbles and ensuring the plurality of viewpoints, from anti-capitalist left to republican right.
Website: https://afk.live/en
Email: sylvain.artois@afk.live
Phone: +33000000000
Owner: kairos.io (SASU, SIREN 992 408 443)
Address: 61 rue de Lyon, 75012 PARIS
(source: About page https://afk.live/en/about-us/)

History and Origins

• Foundation: AFK.live was launched in October 2024 by Sylvain Artois, a machine learning engineer and freelance CTO, through his company kairos.ing.
• Motivation: The project was born from a dual observation:
  • Field journalists are essential for establishing facts and combating misinformation, while editorialists are often criticized.
  • Social media algorithms trap readers in ideological bubbles, reducing confrontation and understanding of divergent opinions.
• Development: Built on the free time of its founder, AFK.live applies AI tools used in the tech sector to information.
• Evolution: Since its launch, AFK.live has expanded its index to 247 sources and regularly updates its features to adapt to the evolving needs and uses of users. (source: About page https://afk.live/en/about-us/)

Products and Services

AFK.live Platform

• Main website: https://afk.live/en
• Main features:
  • Editorialized Aggregation: Indexing and analysis of headlines from over 200 French and international news sources daily.
  • Semantic Search: Advanced search tool allowing users to find topics, keywords, or entities across all indexed sources.
  • Clusters: Automated grouping of articles covering the same topic, allowing comparison of media coverage from multiple newspapers on the same event.
  • Threads: Editorialized tracking of current topics, opened by the editorial team and then maintained by the algorithm, which fade away when the news subsides.
  • The Weight of Words: A signed column analyzing notable speeches (interviews, speeches) through seven NLP indicators (entities, themes, readability, moral register, emotions, arguments, etc.) with an AI summary validated by a journalist.
  • Topics: Permanent thematic sections, updated every night, covering eight major areas (culture, environment, society, economy, geopolitics, etc.).
  • Files: Editorialized paths around major current issues, mixing articles, books, videos, and podcasts, designed as living multimedia libraries.
  • Ideas: Selection of notes, reports, and surveys from think tanks, foundations, and institutes, classified by political sensitivity.
  • Sources: Total transparency on the list of indexed media, publicly accessible.
  • News: A synthetic dashboard of the day’s news, organized by clusters and themes.
  • Advanced Search: Search interface by topic, keyword, or named entity.
  • Automated Curation: Files and topics are automatically enriched by AI, with human validation for editorialized content.
  • Copyright Compliance: Strict limitation of quotes to 40% of the original text, each link directing to the source newspaper's site.
  • No Advertising Cookies: No third-party trackers, no Google Analytics, respecting user privacy. (source: homepage, clusters, files, topics, About page https://afk.live/en)

Technical and Methodological Services

• Technologies Used:
  • Open-weight models Mistral Large / Codestral for entity extraction, framing classification, and writing summaries.
  • Brave Search API for independent search and semantic expansion of clusters.
  • Deezer API for indexing podcasts related to files and topics.
• Editorial Pipeline:
  • Automated extraction of headlines.
  • Semantic aggregation using BERTopic and CamemBERT embeddings.
  • Human editorialization on columns and files.
  • Transparency on the models and methodology used (details available on the About page). (source: About page https://afk.live/en/about-us/)

Value Proposition

• Signal without Noise: AFK.live stands out for its ability to extract the essentials of the news, filtering out editorial noise and redundancies.
• Editorial Plurality: Voluntary indexing of very diverse sources, covering the entire political spectrum, to allow cross-reading and avoid algorithmic entrapment.
• Valuing Field Journalism: Priority given to reporters, investigators, and local correspondents, whose work is systematically highlighted.
• Automated Curation and Human Rigor: Combination of advanced AI tools and human validation to ensure the relevance and quality of summaries.
• Transparency and Ethics: Public display of sources, detailed methodology, strict compliance with copyright and privacy.
• Synthetic Dashboard: Structured overview of the news, tailored for professionals and individuals wishing to save time without sacrificing depth.
• No Infinite Feed: Organization into clusters and files, to avoid information overload and prioritize overall understanding.
• Independence: Self-funded project, with no commercial partnerships with API providers, ensuring editorial neutrality. (source: About page, homepage, clusters page, files page of https://afk.live/en)

Target Audience

Main Personas

• The Informed Watcher
  • Information professionals (journalists, analysts, communicators).
  • Need to follow the news in a structured and quick manner.
  • Looking for a monitoring tool that automatically identifies emerging trends from reliable sources.
  • Concerned about the quality, plurality, and rigor of sources.
• The Curious Citizen
  • General public interested in current events, without time or desire to browse multiple sites.
  • Seeks a clear summary, without editorial bias or opaque algorithms.
  • Values transparency on sources and the distinction between journalism and social media.
• Other Segments
  • Students and teachers in political science, journalism, communication.
  • Public and private decision-makers.
  • Researchers and academics.
  • Companies and institutions in strategic monitoring. (source: brand identity, personas, About page https://afk.live/en/about-us/)

Market and Positioning

• Industry: News aggregation, information monitoring, editorial curation, semantic analysis of current events, information dashboard services.
• Geographical Area: Mainly France, with extension to international press (247 indexed sources, most of which are French and Francophone titles).
• Pricing Positioning: Premium (information from brand identity, no public pricing details on the site).
• Competition: No direct competitors listed, but differentiated positioning compared to classic aggregators, monitoring platforms, and algorithmic recommendation tools.
• Competitive Advantages:
  • Human editorialization on key topics.
  • Diversity and transparency of sources.
  • Absence of infinite feed and opaque recommendation algorithms.
  • Respect for copyright and explicit support for investigative journalism funding.
  • Advanced tools for semantic analysis and clustering. (source: brand identity, About page, homepage of https://afk.live/en)

Detailed Features

Clusters

• Definition: Dynamic groupings of articles covering the same topic, continuously updated.
• Technology: BERTopic, CamemBERT embeddings for semantic expansion.
• Utility: Allows comparison of media coverage from several newspapers on the same event.
• Recent Examples:
  • Presidential Election 2027: 17 titles, 14 newspapers.
  • Lyhanna Case: 9 titles, 8 newspapers.
  • Ukraine: 9 titles, 9 newspapers.
• Display: List of titles, semantic expansion, complementary titles. (source: clusters page of https://afk.live/en/news/)

Threads

• Definition: Editorialized topics opened by the editorial team, followed by the algorithm.
• Lifespan: Fade away when the news subsides.
• Examples: Presidential Election 2027, Summer Festivals 2026, Ebola in DRC. (source: threads page of https://afk.live/en/threads/)

The Weight of Words

• Definition: A signed column analyzing notable speeches (interviews, speeches, tribunes).
• Methodology:
  • Seven NLP indicators: entities, themes, Latourometer, readability, moral register, emotions, arguments.
  • Draft written by AI (Mistral), final cut by human.
  • Limitation to 40% of citation from the original text.
• Objective: To provide a technical and moral reading grid of public speeches.
• Recent Examples: Interviews with Gabriel Attal, Jean-Luc Mélenchon, François Ruffin, Jordan Bardella, Marine Tondelier. (source: The Weight of Words page of https://afk.live/en/the-weight-of-words/)

Topics

• Definition: Permanent thematic sections, updated every night.
• Covered Areas:
  • Culture & Cinema
  • Carbon (energy transition, climate)
  • Controllers (video games)
  • Revolts! (social struggles)
  • Living (biodiversity, agriculture)
  • Emancipations (feminism, LGBTQIA+ rights)
  • Business (economy, tech)
  • Geopolitics
• Functioning: Automated selection of relevant articles for each section. (source: topics page of https://afk.live/en/topics/)

Files

• Definition: Editorialized paths around major current issues, mixing articles, books, videos, and podcasts.
• Structure: Linear or tree graph, 12 to 18 nodes per file.
• Examples:
  • The Collapse of Biodiversity: from France to the World.
  • Dark Enlightenment against Green Lights: the ideological face-off.
  • Europe in the LNG Trap: from Hormuz to the American trap.
  • The Flames 2026: six entry points into French rap.
  • Cannes 2026: six filmmakers, six entry points to the big screen.
• Added Value: Selection of multimedia resources, scientific, political, or cultural contextualization, human and automated curation. (source: files page of https://afk.live/en/files/)

Ideas

• Definition: Selection of notes, reports, and surveys from think tanks, foundations, and institutes.
• Classification: By political sensitivity (left, center, right, far right).
• Functionality: Automatic framing to group angles of the same debate.
• Examples: Report on eco-populism (Jean-Jaurès Foundation), papal encyclical on AI (Delors Institute), report on Trump’s African policy (IRIS). (source: ideas page of https://afk.live/en/ideas/)

Advanced Search

• Interface: Search by topic, keyword, or named entity.
• Utility: Allows quick retrieval of articles, clusters, files, or topics on a specific theme. (source: search page of https://afk.live/en/headlines/search/)

Transparency on Sources

• Public List: 247 sources of French and Belgian Walloon press, consultable on the dedicated page.
• Examples of Sources: Le Monde, Le Figaro, France Inter, Libération, Les Inrocks, RFI, Reporterre, Europe1, AOC, Booska-P, etc.
• Update: The list is regularly enriched to reflect the diversity of the media landscape. (source: sources page of https://afk.live/en/sources/)

Technologies and Partners

• AI Models: Mistral Large, Codestral (entity extraction, classification, writing).
• Independent Search: Brave Search (semantic expansion, off-index direct search).
• Deezer API: Indexing podcasts and enriching audio files.
• Hosting: Scaleway, 8 rue de la Ville l’Évêque, 75008 Paris.
• No Advertising or Third-Party Cookies: Respect for privacy, no Google Analytics.
• Editorial Pipeline: Detail of methodology, models, and pipelines publicly accessible.
• Acknowledgments: Explicit recognition to free services that enable the project to exist (no commercial partnership). (source: About page https://afk.live/en/about-us/)

Ethical and Editorial Commitments

• Respect for Copyright: Citations capped at 40% of the original text, systematic links to source articles.
• Support for Investigative Journalism: Highlighting editorial teams that fund fieldwork, refusal of paraphrasing and full summarization.
• Transparency on Methodology: Publication of the list of sources, pipelines, and models used.
• No Advertising Tracking: No tracking cookies, respect for user privacy.
• Right of Reply: Possibility for press titles to request the removal or modification of an indexed article.
• Editorial Neutrality: Self-funded project, without dependence on commercial partners or advertisers. (source: About page https://afk.live/en/about-us/)

Pricing and Access

• Positioning: Premium offer, open access to most features.
• Pricing: No detailed public pricing grid as of June 9, 2026.
• User Accounts: Upcoming feature, opt-in, respect for privacy. (source: brand identity, About page https://afk.live/en/about-us/)

Recent News and Files

• Real-Time Clustering: Major current topics covered continuously (e.g., Presidential Election 2027, Lyhanna Case, Ukraine, Espionage, etc.).
• In-Depth Files: Editorialized files on structuring issues (biodiversity, gas geopolitics, contemporary ideologies, urban culture, etc.).
• Signed Columns: Detailed analysis of public speeches and major political interviews.
• Recurring Topics: Thematic sections updated every night. (source: news, clusters, files, topics pages of https://afk.live/en)

Team and Governance

• Founder: Sylvain Artois, ML engineer, Fractional CTO, via kairos.ing.
• Legal Status: SASU with a capital of €2,000, SIREN 992 408 443.
• Publication Manager: contact@afk.live
• Head Office: 61 rue de Lyon, 75012 PARIS.
• Hosting: Scaleway, Paris.
• Self-Funded Project: No fundraising, no dependence on advertisers. (source: About page https://afk.live/en/about-us/)

CSR Commitments and Privacy

• No browsing data stored beyond technical necessity.
• No third-party trackers, no advertising cookies.
• Respect for the right to be forgotten and right of reply.
• User accounts coming soon, on a voluntary and transparent basis. (source: About page https://afk.live/en/about-us/)

FAQ - Frequently Asked Questions

Q: What is AFK.live?
AFK.live is an editorialized news aggregator that indexes and analyzes over 200 French and international news sources to provide a structured and pluralistic view of current events.

Q: Who is behind AFK.live?
The project was founded by Sylvain Artois, a machine learning engineer and freelance CTO, through his company kairos.ing.

Q: What sources are indexed by AFK.live?
AFK.live indexes 247 news sources, mainly French and Francophone, covering the entire political and thematic spectrum.

Q: How does AFK.live select articles?
The selection is automated by AI, but editorial curation and human validation intervene on files and columns.

Q: Does AFK.live write original articles?
No, AFK.live does not write news. It aggregates, indexes, and analyzes the work of existing editorial teams, respecting copyright.

Q: Can I view the list of indexed sources?
Yes, the complete list of sources is publicly available on the dedicated page of the site.

Q: How does AFK.live protect user privacy?
No advertising cookies or third-party trackers are used. Browsing data is limited to what is strictly necessary for technical operation.

Q: What are the main products and services offered?
News dashboards, thematic clusters, editorialized files, signed columns, recurring topics, advanced search.

Q: Is AFK.live free?
Most features are freely accessible. The positioning is premium, but no detailed pricing has been published to date.

Q: How does AFK.live differentiate itself from other aggregators?
By the diversity of sources, human curation, methodological transparency, absence of infinite feed, and respect for field journalism.

Q: Does AFK.live offer an API or services for businesses?
No API or B2B offer is publicly mentioned at this time.

Q: How can I contact the AFK.live team?
By email at contact@afk.live or via social media (Instagram, LinkedIn, Bluesky).

Q: Can I request the removal or modification of an indexed article?
Yes, editorial teams can exercise their right of reply or request modifications via contact@afk.live.

Q: Does AFK.live collect personal data?
No, except for technical operation. Upcoming user accounts will be opt-in and privacy-respecting.

Q: What are the upcoming projects for AFK.live?
Deployment of user accounts, enhancement of search and curation features, expansion of the source index.

Legal Mentions and Contact Information

• Commercial and Legal Name: AFK.live
• Owner: kairos.io (SASU, SIREN 992 408 443)
• Address: 61 rue de Lyon, 75012 PARIS, France
• Email: sylvain.artois@afk.live
• Phone: +33000000000
• Website: https://afk.live/en
• Hosting: Scaleway, 8 rue de la Ville l’Évêque, 75008 Paris
• Publication Manager: contact@afk.live (source: About page https://afk.live/en/about-us/)

Social Media and Online Presence

• Instagram: instagram.com/afk.live
• LinkedIn: linkedin.com/company/afk-live
• Bluesky: bsky.app/profile/sylvain.artois.me

Summary

AFK.live establishes itself in 2026 as a reference in the editorialized aggregation of Francophone news, combining artificial intelligence and human rigor to provide a reliable, pluralistic, and structured panorama of information. Its ethical commitment, methodological transparency, and respect for field journalism make it a tool for monitoring and understanding current events particularly suited to professionals, curious citizens, and anyone wishing to break free from the informational fog of social media and endless news feeds.
(source: summary of all pages of the site https://afk.live/en)