# nevalabshq.com > AI-optimized mirror of nevalabshq.com containing 45 pages totalling 35,322 words of clean markdown content, structured data, and semantic HTML. Original source: https://nevalabshq.com/. Last updated: 2026-06-14T02:33:52.844Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Protect your community from harmful content.](/content/site-root.html): Make quicker and more precise decisions about dangerous misinformation, violent content, hateful content, violent extremism and dangerous movements. (211 words) ## Articles & Blog Posts - [Sub-editing the Machine: the New Role for Journalists in the Age of AI](/content/blog/sub-editing-the-machine-the-new-role-for-journalists-in-the-age-of-ai.html): Long live the sub-editor! Every journalist knows that behind every good newsroom is the trusted hand of a sterling sub. Sadly, they are often the first in line when cuts come. (896 words) - [digest/index.html](/content/digest/index.html) (1 words) - [Algorithms for Editors: Scaling Human Solutions to Content Moderation](/content/blog/algorithms-for-editors-scaling-human-solutions-to-content-moderation.html): Part two of a two-part post about the challenge of content moderation for the world. (1,104 words) - [America First: What We Get Wrong About the World’s Information Crisis](/content/blog/america-first-what-we-get-wrong-about-the-worlds-information-crisis.html): Part one of a two-part post about the challenge of content moderation for the world. (1,017 words) - [Staying Safe While Analysing Extremist Groups on Fringe Platforms](/content/blog/staying-safe-while-monitoring-extremist-groups-on-fringe-platforms.html): Tips on how to safely investigate disinformation on fringe platforms (682 words) - [Falschbehauptungen über Wahlen: Trumps letzter Schachzug als Inspiration für Rechte in Deutschland](/content/blog/falschbehauptungen-uber-wahlen-trumps-letzter-schachzug-als-inspiration-fur-rechte-in-deutschland.html) (698 words) - [blog/regulation-wont-cure-disinformation-but-some-of-these-innovations-might.html](/content/blog/regulation-wont-cure-disinformation-but-some-of-these-innovations-might.html) (1 words) - [Comments: A Safe Haven for Evolving Harmful Narratives](/content/blog/comments-a-safe-haven-for-evolving-harmful-narratives.html): Examining the spread of toxic content and disinformation through comment systems (797 words) - [Pandemic Internship: Reflecting on my Experience with Kinzen](/content/blog/pandemic-internship-reflecting-on-my-experience-with-kinzen.html): Kate Henshaw reflects on her time spent as an intern with Kinzen. (1,018 words) - [Voter Fraud Misinformation Beyond the US: How Trump's Last Stand Is a Test for German Democracy](/content/blog/voter-fraud-misinformation-beyond-the-us/index.html): The 2020 US election misinformation has already been exported to other countries. Here, we look at the conversations in Germany. (778 words) - [What Journalists Can Do to Help the Internet's "Essential Workers"](/content/blog/what-journalists-can-do-to-help-the-internets-essential-workers.html): Articulating how Kinzen helps content moderators by applying journalistic skills combined with technology (780 words) - [blog/sliding-doors-the-global-disinformation-threats-in-2022.html](/content/blog/sliding-doors-the-global-disinformation-threats-in-2022.html) (1 words) - [Indian Misinformation and Sophisticated Hate: What You Need to Know Before the State Elections](/content/blog/indian-misinformation-and-sophisticated-hate-what-you-need-to-know-before-the-state-elections.html): We look ahead to the State Elections in India (1,458 words) - [Election 2022: A Test for Brazil's Democracy](/content/blog/election-2022-a-test-for-brazils-democracy/index.html) (1,576 words) - [French Election 2022: The Rising Fachosphere and Digital Armies](/content/blog/french-election-2022-the-rising-fachosphere-and-digital-armies.html): Emma Cardea examines the recent French election, and how it was impacted by online efforts. This includes the rise of the far-right Fachosphere, Marine Le Pen and Eric Zemmour. As well as the role of digital armies and online coordination. (1,377 words) - [To Mitigate Disinformation, Think Global and Act Local](/content/blog/to-mitigate-disinformation-think-global-and-act-local.html): Shane Creevy reflects on the need for innovative technology and a global mindset to tackle disinformation (1,474 words) - [The Lessons from Ireland's Vaccine Rollout](/content/blog/the-lessons-from-irelands-vaccine-rollout/index.html) (1,325 words) - [Marcos Myths and Election Fraud Claims: What we can Expect from 2022 Philippine Elections](/content/blog/marcos-myths-and-election-fraud-claims-what-we-can-expect-from-2022-philippine-elections.html) (1,207 words) - [Monetising Fear: How the Anti-Vaccine Movement Became an Alternative Economy](/content/blog/monetising-fear-the-anti-vaccine-service-economy-is-an-alternate-reality-offline.html): Cataloguing the creation of an anti-vaccine service economy in the physical world. (759 words) - [We Can’t Improve Content Moderation if we Don’t Have the Right Metrics](/content/blog/we-cant-improve-content-moderation-if-we-dont-have-the-right-metrics.html): Content moderation often boils down to posts taken down and users banned. But are these the right numbers to be paying attention to? In the first blog post of a two-part special, Nick Sainsbury, Kinzen’s Head of Product, explains the risk of focusing on ‘inward-looking metrics’ and why it's time for better ones. (982 words) - [Taking a Different Approach to Measuring the Impact of Content Moderation](/content/blog/taking-a-different-approach-to-measuring-the-impact-of-content-moderation.html): In a recent blogpost, Nick Sainsbury explained the problem of process-driven moderation metrics. Here he shows how the ‘jobs-to-be-done’ framework might help rethink what success looks like for a Trust and Safety team. (810 words) - [Empowering the Internet's Essential Workers: Our Partnership with Griffith College](/content/blog/educating-a-new-generation-of-internet-workers-announcing-our-partnership-with-griffith-college.html) (762 words) - [ios/index.html](/content/ios/index.html) (1 words) - [Language Matters: The Challenge of Decoding Online Misogyny](/content/blog/language-matters-the-challenge-of-decoding-online-misogyny.html): Razan Ibraheem examines the challenge of decoding online misogyny, which has so many variations globally and is constantly evolving. (1,261 words) - [Islamophobia in India: Key Online Trends and Possible Solutions](/content/blog/islamophobia-in-india-key-online-trends-and-possible-solutions.html): We examine the rising trends related to Islamophobia in India, and explore some of the data-driven solutions that Kinzen is working on to help identify hate speech. (1,219 words) - [Handle With Care: The Art & Science of Manually Classifying Data](/content/blog/handle-with-care-the-art-science-of-manually-classifying-data.html): As we continue to learn, we have identified several core principles that guide our work in refining data for our partners. (838 words) - [“It’s a Challenge From a Morale Perspective”: What it’s Like Setting the Rules at Some of the World’s Largest Platforms](/content/blog/trust-and-safety-report-challenges-success-metrics/index.html): New research by Kinzen into the lives of those working in Trust and Safety teams show the challenges they face in their work and the support they need (1,602 words) - [‘It’s a Struggle’: Understanding the Challenges of Fact Checking Audio Content](/content/blog/its-a-struggle-understanding-the-challenges-of-fact-checking-audio-content.html): Identifying dis or misinformation in audio is deeply complex and challenging. In this post we hear about the concerns of fact checkers. (1,225 words) - [Europe Sets a Global Standard for Countering Disinformation](/content/blog/europe-sets-a-global-standard-for-countering-disinformation.html): What we can expect from the new EU Code of Practice (851 words) - [Detecting Spanish Climate Misinformation in Audio: Announcing our Partnership with Verificat](/content/blog/detecting-spanish-climate-misinformation-in-audio-announcing-our-partnership-with-verificat.html) (507 words) - [Weaponising Fear in Brazil: How Online Election Disinformation is Inciting Offline Harm](/content/blog/weaponising-fear-in-brazil-how-online-election-disinformation-is-inciting-offline-harm.html): Leticia Duarte examines how disinformation is affecting the Brazilian elections in advance of the vote in October. (1,146 words) - [Our Principles](/content/our-principles/index.html): Our principles start with the two core foundations of journalism: fairness and impartiality. Read all about them here. (501 words) - [Our Work](/content/our-work/index.html): Our goal is to help our clients make more precise and consistent decisions about evolving online threats to real-world safety. Here's how we do it. (330 words) - [blog/listen-to-local-experts-they-can-help-prevent-real-world-harm.html](/content/blog/listen-to-local-experts-they-can-help-prevent-real-world-harm.html) (1 words) - [terms/index.html](/content/terms/index.html) (1 words) - [blog/crystal-healing-tarot-reading-and-astrology-how-the-occult-paved-a-path-to-misinformation.html](/content/blog/crystal-healing-tarot-reading-and-astrology-how-the-occult-paved-a-path-to-misinformation.html) (1 words) - [Privacy Policy](/content/privacy-policy/index.html): This privacy notice tells you how we will collect and use your personal data. (2,202 words) - [Finding Needles in the Hay: How We Think About the Challenge of Moderating Audio Content](/content/blog/finding-needles-in-the-hay-how-we-think-about-the-challenge-of-moderating-audio.html): Exploring the challenges of disinformation in audio, and techniques we've applied to overcome them (1,419 words) - [Humans in the Loop](/content/blog/index.html): We design technology that is optimised for human values and subject to human oversight. Follow us as we build and learn. (55 words) - [The Key to a Safer Internet is Local Nuance and Deep Language Understanding](/content/blog/key-to-safer-internet-local-nuance-deep-language-understanding.html): Accounting for local nuance is essential to understanding and appropriately addressing signals of imminent harm and information risk. (1,243 words) - [Audio moderation & verification](/content/use-cases/audio/index.html): Detect dangerous misinformation and harmful content in audio. (300 words) - [solutions](/content/solutions/index.html): Get ahead of emerging threats, detect policy violations faster and take proportionate and appropriate action. (321 words) - [We are Kinzen.](/content/company/index.html): Kinzen’s mission is to protect the world’s public conversations from information risk. (354 words) - [Our platform](/content/platform/index.html): Build custom solutions to protect your community from harmful content. (230 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives