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Creating a Safer Web Experience
www.appen.com/case-studies/creating-a-safer-web-experience

Creating a Safer Web Experience. Case Study. Creating a Safer Web Experience. Trust Lab: Making Social Media Safer Through Sentiment Analysis. The Project: Creating a Safer Web Experience for All.

Reward Hacking in AI Agent Evaluation | Appen
www.appen.com/blog/reward-hacking-ai-agent-evaluation

The TerminalBench case is the mild version: an agent reading a walkthrough off the open web. Last week produced the extreme one.

AI Adoption by Industry: Artificial Intelligence in the Business Landscape
www.appen.com/blog/ai-adoption-by-industry

SW: There are definitely some interesting examples of machine learning activity taking place in different sectors, which I’ll get to in a moment.

Web-Scraped and Machine-Translated Data in AI-Language Training | Appen
www.appen.com/blog/web-scraped-and-machine-translated-data-in-ai-language-training

The Looming Crisis of Web-Scraped and Machine-Translated Data in AI-Language Training. Blog. The Looming Crisis of Web-Scraped and Machine-Translated Data in AI-Language Training. Josh Emanuel. , Linguistic Project Manager. •. Apr 2024.

Appen Listed in Flexjobs Top Companies 2016 | Appen Blog
www.appen.com/press-release/appen-named-a-top-100-company-to-watch-for-telecommuting-jobs-in-2016

FlexJobs survey. .For the complete list of the top 100 companies to watch for remote jobs in 2016, visit: https://www.flexjobs.com/blog/post/100-top-companies-with-work-from-home-jobs-in-2016.

Appen Teams Up with Amazon Web Services (AWS) to Drive AI Innovation
www.appen.com/press-release/appen-amazon-aws-partnership

Nov. 21, 2023 (GLOBE NEWSWIRE) -- Appen Limited (ASX:APX), a leading provider of high-quality data for the AI lifecycle, has selected Amazon Web Services (AWS) as its primary cloud for its AI solutions and innovation.

Privacy Statement | Appen
www.appen.com/legal-policies/privacy-statement

This Privacy Statement applies to the sites accessible from https://appen.com, https://appen.com/uk, https://crowdgen.com, and any other affiliated Appen websites that link to or refer to this Privacy Statement (each a “Site”, and collectively, ”Sites”) and

The AI Summit New York
www.appen.com/events/the-ai-summit-new-york

Visit Appen at booth #126. Join Appen at The AI Summit New York 2024. Dates: In-Person Event: Wednesday, December 11th to Thursday, December 12th, 2024. Location: The Javits Center, 429 11th Avenue, New York, NY 10001. About The AI Summit New York.

Recent Developments in Artificial Intelligence in China | Appen
www.appen.com/blog/recent-ai-developments-in-china

According to. the McKinsey Global Institute. , AI will give the Chinese economy a productivity boost that will add 0.8 to 1.4 percentage points to annual GDP growth in the short term.Organizations across multiple sectors in China use AI tools to detect patterns

How AI is Shifting Gears with Intelligent Automation | Appen Blog
www.appen.com/blog/how-ai-is-shifting-gears-in-automotive-manufacturing

better experience for their customers and their employees through intelligent automation.AI systems are not just changing how we interact with our devices and digital virtual assistants; they’re also impacting production efficiencies in the manufacturing sector

AI Trends Disrupting the Way We Do Business | Appen
www.appen.com/blog/artificial-intelligence-and-machine-learning-industry-news-ai-trends-disrupting-the-way-we-do-business

Check back for regular news roundups and. subscribe to our YouTube channel. for video updates. https://youtu.be/DLbt51o-omM. AI Transforming Business.

Scam Awareness | Appen
www.appen.com/legal-policies/scam-awareness

Back to Legal Policies. Scam Awareness. In the constantly evolving digital landscape, online scams are increasingly common and sophisticated. At Appen, we are seeing an increase in scams targeting job seekers and businesses. Please be aware of the followin

Supplying the Fuel for Advanced Language Technology | Appen Blog
www.appen.com/blog/supplying-the-fuel-for-advanced-language-technologies

I spoke with Mark Brayan, Appen CEO, during a recent visit to Los Angeles. He summarized Appen’s place in advancing language technology such as search, speech recognition, I spoke with. Mark Brayan. , Appen CEO, during a recent visit to Los Angeles.

Appen Named a Leader in Everest Group’s Data Annotation and Labeling Solutions for AI/ML PEAK Matrix® Assessment 2024
www.appen.com/press-release/appen-named-leader-everest-group-peak-matrix

For a copy of Everest Group's 2024 Data Annotation and Labeling (DAL) Solutions for AI/ML PEAK Matrix® Assessment, please visit. https://www2.everestgrp.com/reportaction/EGR-2024-71-R-6348/Marketing. About Appen.

Appen Named #1 Company to Watch for Remote Jobs in 2019|
www.appen.com/press-release/appen-named-1-company-to-watch-for-remote-jobs-in-2019-by-flexjobs-lifeatappen

list demonstrates, companies of all sizes and across all industries can adopt work-from-home and flexible work policies to meet the changing demands of the workforce,” Sutton concluded.To view the entire 2019 Top 100 Companies for Remote Jobs list, please visit

Appen #1 on FlexJobs Top 100 Companies 2017 | Appen Blog
www.appen.com/press-release/appen-flexjobs-top-companies-remote-jobs

the fourth consecutive year that we have made the FlexJobs list.Appen is experiencing significant growth in our part-time, work from home opportunities and welcomes all job seekers to join our Talent Network at. join.appen.com. .For more information, please visit

Artificial Intelligence and Machine Learning in Banking Operations | Appen
www.appen.com/blog/ai-in-banking-operations

Check back for regular news roundups and. subscribe to our YouTube channel. for video updates. https://youtu.be/5e-euX3s9VI. Machine Learning in Banking: How are Banks Best Capturing the AI Opportunity?

About Appen - 30 Years of AI Data Leadership | Appen
www.appen.com/about-us

We have supported the development of AI systems at every major inflection point: the emergence of web search, the deep learning revolution, the rise of. large language models. , and the current era of reasoning and agentic AI.

Technology Fast 500 and Fast 50 2017 Awards from Deloitte | Appen Blog
www.appen.com/blog/appen-wraps-year-prominent-award-recognition-deloitte

“The Tech Fast 50 showcases forward-thinking businesses and we’re thrilled to see Appen featured this year,” said Deloitte Private Partner and Tech Fast 50 Leader, Josh Tanchel.For more information on the Deloitte Technology awards, visit. http://www.deloitte.com

Appen Launches Secure Workspace Solution | Appen
www.appen.com/press-release/secure-workspace-solution-press-release

industry-leading security measures.Appen Secure Workspace, together with its Secure Crowd, Secure Onsite Services, Secure Facilities, and Secure Platform, ensures maximum security and privacy compliance for AI data annotation.For more information, please visit

Artificial Intelligence and Machine Learning Industry News | Appen
www.appen.com/blog/artificial-intelligence-machine-learning-industry-news-robot-hands-google-glass-ai-in-china

Companies here have access to large amounts of data, and there are many use cases across industries and the public sector…People here think they can always iterate and refine their approaches, and we see a lot of new technology getting put into practice very

Search Engine Improves Listings with Local Search Content Evaluation
www.appen.com/case-studies/search-engine-improves-listings-with-local-search-content-evaluation

Businesses that did not have a verifiable web presence required a phone call or in-person visit to verify, so having evaluators located in-market was crucial to the project’s success. The Result.

Appen Launches Three New Products for Generative AI
www.appen.com/press-release/appen-launches-three-new-products-to-build-trustworthy-generative-ai-applications

Appen’s New Products to Enable Clients to Build Engaging Generative AI Applications. https://www.youtube.com/watch?v=nFm7YXBET38.

AI vs Generative AI: The Future of AI Systems | Appen
www.appen.com/blog/agentic-ai-vs-generative-ai

The GitHub Blog. https://github.blog/ai-and-ml/generative-ai/how-generative-ai-is-changing-the-way-developers-work/. Gillespie, N. & Lockey, S. (2025, April 28).

RLVR: Verifiable Rewards for Reliable Enterprise LLMs | Appen
www.appen.com/blog/rlvr

Evaluating large language models trained on code. arXiv. https://doi.org/10.48550/arXiv.2107.03374. DeepSeek-AI, Guo, D. Yang, D. Zhang, H. Song, J. Zhang, R. Xu, R. Zhu, Q. Ma, S. Wang, P. Bi, X. … Liu, T.-Y. (2025).

Preserving Cultural Nuance in AI Translation | Appen
www.appen.com/blog/ai-translation-preserving-cultural-nuance

Evaluating translation loss in multilingual LLMs: A case for cultural and contextual nuance. arXiv. https://arxiv.org/html/2503.04827v1. Bovill, M. (2023, August 10). Federal parliament apologises to robodebt victims following royal commission findings.

Johns Hopkins University Uses AI to Study Behavioral Neuroscience
www.appen.com/case-studies/johns-hopkins-university-annotating-data-to-study-spider-web-building

Johns Hopkins University Uses AI to Study Behavioral Neuroscience Reflected in How Spiders Build Webs. Case Study. Johns Hopkins University Uses AI to Study Behavioral Neuroscience Reflected in How Spiders Build Webs.

Fun Ways to Spend More Time With Your Dog | Life At Appen
www.appen.com/blog/fun-ways-to-spend-more-time-with-your-dog-with-a-work-at-home-job-lifeatappen

Web Search Evaluator. or a. Social Media Evaluator. is a great way to earn money while enabling you to spend more time with your furry friend. Bringing your dog to work is a great perk that comes with a flexible job.

Group Whistleblower - Speak Up Policy | Appen
www.appen.com/legal-policies/whistleblower-speak-up-policy

As a Reporter, you can make a disclosure in any of the following ways: Whistleblowing/Anonymous Reporting via web and mobile below; Anonymous web reporting via Speeki at. https://appen.report.speeki.com/.

LLM Evaluation Benchmarks & Services | Appen
www.appen.com/llm-training-data/llm-evaluation-benchmarks

Visit. hallucination benchmarking. for the full capability description. A/B Preference Evaluation. Side-by-side human preference rating of competing model outputs under production-representative prompts. Visit.

Appen at ACL 2025
www.appen.com/events/appen-at-acl-2025

Visit Appen at Booth 8. Appen at the Annual Meeting of the Association for Computational Linguistics (ACL 2025). Appen is excited to be a. Silver Sponsor. at.

Appen Crowdsourcing produces invaluable crowd sourced data | Appen
www.appen.com/blog/ai-requires-human-touch-appen-crowd-recruiting

You may be familiar with the term from fundraising with sites like GoFundMe and Kickstarter, for idea contests, or web-based projects like Wikipedia. Appen uses crowds to perform big projects in short periods of time.

Appen at NeurIPS 2025 | Booth 902
www.appen.com/events/neurips-2025

Visit Booth #902. Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025). Appen is proud to join the global AI research community at. NeurIPS 2025. as a. Gold Sponsor.

Contact Us | Appen
www.appen.com/contact-us

Visit CrowdGen. Visit CrowdGen. Employment & HR inquiries. For employment verification and other non-contributor HR-related inquiries, please contact our Global HR team. Contact Global HR. Corporate Headquarters. Level 6/9 Help St.

Next-Gen In-Cabin Monitoring & Interior Sensing Systems 2024 | Appen
www.appen.com/events/incabin-sensing-2024

Visit Appen at booth #25. Join Appen at the premier event for automotive in-cabin technologies, where industry leaders explore advancements in driver monitoring, occupant safety, and AI-driven systems.

What to Know About Data Science and Machine Learning Automation in AI
www.appen.com/blog/data-science-and-machine-learning-automation

Sources. https://techcrunch.com/2020/08/27/will-automation-eliminate-data-science-positions/. https://towardsdatascience.com/automation-in-data-science-f11fe389d49b. https://www.kdnuggets.com/2018/07/automated-machine-learning-vs-automated-data-science.html

Appen Named a Leader in Everest Group’s PEAK Matrix® Assessment 2024
www.appen.com/blog/appen-leader-in-everest-group-data-labeling-annotation-peak-matrix

Read more at. https://www.appen.com/press-release/appen-named-leader-everest-group-peak-matrix. Talk to our team. Resources. Blog. Press room. AI glossary. Join our workforce. Data security. Customer success. Developers. Careers. Scam awareness. About us.

Appen at HumanX 2025 | Appen
www.appen.com/events/appen-at-humanx-2025

Visit us at. Pod4. to discover how we empower businesses to build ethical, human-in-the-loop AI systems that drive innovation and efficiency. Featured Panel Session: Aligning Human Expertise with AI Infrastructure.

Appen’s Growth: Tech Trends & Executive Leadership | Appen Blog
www.appen.com/blog/appen-growth-tech-trends-executive-leadership

Read more about Appen’s growth in the technology sector. Talk to our team. Resources. Blog. Press room. AI glossary. Join our workforce. Data security. Customer success. Developers. Careers. Scam awareness. About us. Contact. Partners. Investor relations.

Appen on the Road: Events & Trade Shows Summer 2019 | Appen
www.appen.com/blog/appen-on-the-road-events-trade-shows-this-summer

Visit Appen’s booth to learn about our machine learning-assisted. data labeling platform. and services for large-scale. data collection. and annotation. ICPhS. Melbourne, Australia — August 5-9.

Appen at ICLR 2025
www.appen.com/events/appen-at-iclr-2025

Visit Appen at booth G04. Appen is proud to be a Gold Sponsor at the. Thirteenth International Conference on Learning Representations (ICLR 2025). Join us at.

LLM Hallucinations: Mitigating AI Errors | Appen
www.appen.com/blog/ai-hallucinations

Reuters. https://www.reuters.com/legal/new-york-lawyers-sanctioned-using-fake-chatgpt-cases-legal-brief-2023-06-22/. Kalai, A. T. Nachum, O. Vempala, S. S. & Zhang, E. (2025, September 4). Why language models hallucinate.

Golden Trajectory Creation for AI Agents | Appen
www.appen.com/agentic-ai-golden-trajectories

Appen's golden trajectory creation service produces human-demonstrated trajectories across coding, web navigation, tool use, multi-step reasoning, and domain-specific agentic tasks, executed by contributors with the domain expertise to demonstrate best-practice

Appen Recognized by Translators Without Borders
www.appen.com/blog/appen-recognized-by-translators-without-borders

Through our CSR program, we have translated over 150,000 words: Interviews with refugees, voiceover scripts, medical/health and safety guidelines for a wide range of TWB partners: Concern Worldwide (EN>FR translation). Refucomm (EN>Kurdish translation).

Appen Signs Distributor Agreement with Nuance Communications | Appen Blog
www.appen.com/press-release/appen-signs-distributor-agreement-nuance-communications

“Appen’s global reach and longstanding experience in production and distribution of speech databases make them an excellent distribution partner for our high-quality language databases”.To learn more about Appen’s language catalog and to request a quote, visit

AI Bias Detection & Cultural Mitigation | Appen
www.appen.com/reduce-ai-bias

Creating a Safer Web Experience. The Project: Creating a Safer Web Experience for All.

Breaking New Ground in Conversational Commerce | Appen Blog
www.appen.com/blog/breaking-new-ground-in-online-customer-experiences

Amazon Web Services. to power its virtual-assistant platforms, the machine learning company now creates better online experiences and enables conversational commerce for financial and insurance-industry clients—and their customers.

Artificial Intelligence in Automotive Industry: Appen Opens Detroit Office
www.appen.com/blog/new-opportunities-automotive-industry-appen-establishes-detroit-office

“We’ve helped develop a lot of. training data. for sentiment analysis with clients in other tech sectors,” says.

5 Things O’Reilly’s AI Conference Taught US | Appen
www.appen.com/blog/5-things-learned-oreillys-ai-conference

Web companies do operate differently: they’re more agile, have more diffuse decision making structures, and generally prioritize action.In the same way a shopping mall with a website isn’t an internet company, an internet company with a neural net isn’t an

Appen Around the Globe: Fall 2019 Conference Rundown
www.appen.com/blog/appen-around-the-globe-fall-2019-conference-rundown

Visit our booth to discuss your ML strategy and how we can provide high-quality training data to scale your program. AI Summit SF | San Francisco, CA | September 25 – 26.

Biometric & Human-Centric AI Training Data | Appen
www.appen.com/human-behaviour-ai-data

Appen's ethical data collection framework covers informed consent documentation, right-to-withdraw procedures, data minimisation practices, and regional compliance for GDPR, CCPA, and sector-specific biometric regulations.

Appen Announces Strategic UK Acquisition | Appen Blog
www.appen.com/press-release/appen-announces-strategic-uk-acquisition

Level 6, 9 Help StreetChatswood, NSW 2067Tel + 61 2 9468 6300Fax + 61 2 9468 6311. appen.com. https://www.linkedin.com/company/appen. ASX ANNOUNCEMENT4. th.

Which AI Use Cases Can Have the Most Impact on Your Business?
www.appen.com/blog/ai-most-impact-on-your-business

The use cases where AI will provide the most value vary by sector and depends on where value is derived in an organization.

AI Safety Panel Discussion | Appen
www.appen.com/webinars/ai-safety-panel-discussion

Pressing issues in AI governance such as evolving legislative frameworks and the legality of using web-scraped data. Watch the full discussion for a cross-disciplinary look at how safety is being redefined in the AI era. Panel Participants.

AI Regulatory & Ethics Audits | Appen
www.appen.com/ai-regulatory-compliance

The EU AI Act, NIST AI RMF, and sector-specific requirements in healthcare, finance, and critical infrastructure are creating enforceable compliance obligations for AI systems in production.

Why does human-annotated data matter for search?
www.appen.com/blog/human-annotated-data-lucenesolr-revolution

Kevin Vondemkamp. , Vice President of Web, Social & eCommerce at Appen and.

AI and ML Industry News Roundup: AI in E-Commerce
www.appen.com/blog/ai-in-e-commerce

Web Interfaces. We’re in an age now where brands need to be personable. Look up any major fast-food company on social media, and you’ll see how they interact in a generally friendly, approachable (sometimes humorous) way with anyone who contacts them.

Appen Secures Deloitte Technology Fast 50 Awards | Appen
www.appen.com/blog/appen-three-deloitte-technology-awards

Please visit the. Asia Pacific Technology Fast 500 website. for the more information, and click. here. to view the entire list.Thank you, and congratulations to all at Appen whose hard work resulted in these incredible achievements. Talk to our team.

Investor Services | Appen
www.appen.com/investors/investor-services

If you are a Shareholder and have questions about your holding, visit the. Link Investor Centre. or contact the Registry: Link Market Services. Locked Bag A14. Sydney South NSW 1235. P: +61 1300 554 474.

Whitepaper: Driving ROI Through AI
www.appen.com/whitepapers/driving-roi-through-ai

This benchmarking study spans across a wide section of industries and world markets.