[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-mira-murati-s-thinking-machines-turns-bridgewater-s-secret-expert-judgment-into-a-trainable-skill-and-beats-frontier-models-by-29-8-fewer-errors":66,"article-ads":231},{"data":4},[5,53,60],{"name":6,"slug":7,"categories":8},"Tech","tech",[9,13,17,21,25,29,33,37,41,45,49],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"id":38,"title":39,"slug":40},28,"Technology","technology",{"id":42,"title":43,"slug":44},32,"Artificial Intelligence","artificial-intelligence",{"id":46,"title":47,"slug":48},26,"Security and protection","security-and-protection",{"id":50,"title":51,"slug":52},31,"YouTube Blog","youtube-blog",{"name":54,"slug":55,"categories":56},"News","news",[57],{"id":58,"title":54,"slug":59},18,"quasanews",{"name":61,"slug":62,"categories":63},"Business","business",[64],{"id":65,"title":61,"slug":62},16,{"post":67,"published_news":94,"popular_news":146,"categories":217},{"title":68,"description":69,"meta_title":68,"meta_description":70,"meta_keywords":71,"text":72,"slug":73,"created_at":74,"publish_at":75,"formatted_created_at":76,"category_id":30,"links":77,"view_type":82,"video_url":83,"views":84,"likes":85,"lang":86,"comments_count":85,"category":87},"Mira Murati’s Thinking Machines Turns Bridgewater’s Secret Expert Judgment into a Trainable Skill—and Beats Frontier Models by 29.8% Fewer Errors","As Mira Murati and the teams at Thinking Machines and Bridgewater have shown, the future of AI in specialized domains like finance won’t just come from scaling parameters.","The full technical post is available on the Thinking Machines site: Learning to Replicate Expert Judgment in Financial Tasks.","The Core Challenge: Teaching Intuition That’s Hard to Articulate","\u003Cp>In the high-stakes world of macro investing, the difference between alpha and mediocrity often lies not in access to information, but in the subtle, experience-honed judgment of what information actually matters. Every day, investors at firms like Bridgewater Associates sift through floods of financial articles, central bank reports, research documents, emails, and internal memos. The real skill isn’t reading — it’s triage: deciding what deserves attention first.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152206153.webp\" type=\"image/webp\">\u003Cimg alt=\"Mira Murati’s Thinking Machines Turns Bridgewater’s Secret Expert Judgment into a Trainable Skill—and Beats Frontier Models by 29.8% Fewer Errors\" class=\"image-align-left\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152206153.jpg\" width=\"300\" />\u003C/picture>\u003C/strong>This seemingly simple task has proven remarkably difficult for large language models. Frontier models like GPT, Claude, and Gemini, when given straightforward prompts, hovered around 46–50% accuracy — essentially coin-flip performance.\u003C/p>\n\n\u003Cp>Even sophisticated expert-crafted prompts could only push them into the mid-to-high 70s. But a collaboration between Bridgewater’s AIA Labs and Thinking Machines Lab (founded by former OpenAI CTO Mira Murati) has changed the game.\u003C/p>\n\n\u003Cp>By transforming proprietary expert judgment into high-quality training data, they created a custom fine-tuned model that achieves 84.7% average accuracy — delivering \u003Cstrong>29.8% fewer errors\u003C/strong> than the best frontier models while slashing inference costs by \u003Cstrong>13.8x\u003C/strong>.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Core Challenge: Teaching Intuition That’s Hard to Articulate\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cstrong>Bridgewater and Thinking Machines focused on six practical financial tasks drawn from investors’ daily workflows:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>Classifying whether a financial article is relevant and interesting to a C-suite macro investor.\u003C/li>\n\t\u003Cli>Determining if a central bank document signals future interest rate moves.\u003C/li>\n\t\u003Cli>Assessing if a research document answers a specific investor question.\u003C/li>\n\t\u003Cli>Labeling ad-hoc vs. boilerplate content and locating issue-specific sections.\u003C/li>\n\t\u003Cli>Truncating documents and emails at the point where boilerplate begins.\u003C/li>\n\u003C/ul>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152208068.webp\" type=\"image/webp\">\u003Cimg alt=\"Mira Murati’s Thinking Machines Turns Bridgewater’s Secret Expert Judgment into a Trainable Skill—and Beats Frontier Models by 29.8% Fewer Errors\" class=\"image-align-right\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152208068.jpg\" width=\"300\" />\u003C/picture>For human experts, these judgments feel instinctive. A headline about tariffs might scream “must-read” in one market context, while a flashy geopolitical story registers as noise in another. LLMs struggled because these decisions rely on deep market context, priorities, and professional “taste” that prompts can only partially capture.\u003C/p>\n\n\u003Cp>Non-expert labeled datasets performed poorly. Vendor labels introduced too much noise, as the nuances of macro relevance require seasoned investor insight.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Building a Dataset Worthy of Expert Judgment\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152210122.webp\" type=\"image/webp\">\u003Cimg alt=\"Mira Murati’s Thinking Machines Turns Bridgewater’s Secret Expert Judgment into a Trainable Skill—and Beats Frontier Models by 29.8% Fewer Errors\" class=\"image-align-left\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152210122.jpg\" width=\"300\" />\u003C/picture>Bridgewater’s solution was an iterative cleaning process. They started with vendor labels, trained an initial model, and then routed disputed examples—where the model disagreed with the labels — back to expert investors for re-evaluation.\u003C/p>\n\n\u003Cp>This “contentious rounds” approach filtered out errors and injected genuine expert patterns into the data. \u003Cstrong>The result:\u003C/strong> a dataset encoding subtle decision-making heuristics that experts intuitively apply but rarely spell out in full instructions.\u003C/p>\n\n\u003Cp>Such proprietary data is a true moat. Competitors cannot simply download equivalent quality from Hugging Face.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>A Smart Training Recipe for Generalizable Judgment\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cstrong>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152211819.webp\" type=\"image/webp\">\u003Cimg alt=\"Mira Murati’s Thinking Machines Turns Bridgewater’s Secret Expert Judgment into a Trainable Skill—and Beats Frontier Models by 29.8% Fewer Errors\" class=\"image-align-right\" height=\"447\" src=\"https://cdn.quasa.io/photos/0001/image-2026-07-04t152211819.jpg\" width=\"300\" />\u003C/picture>Using Thinking Machines’ Tinker platform for rapid iteration, the team fine-tuned Qwen3-235B with several key innovations:\u003C/strong>\u003C/p>\n\n\u003Col>\n\t\u003Cli>\u003Cstrong>Interleaved Batching\u003C/strong>: Instead of mixing tasks randomly or training sequentially, they interleaved batches in round-robin fashion. This improved accuracy by 12.1% over fully mixed batches by helping the model generalize expert judgment across similar scenarios rather than overfitting to narrow patterns.\u003C/li>\n\t\u003Cli>\u003Cstrong>CISPO Loss with Asymmetric Clipping\u003C/strong>: This refined loss function carefully limited parameter updates, reducing the risk of latching onto spurious correlations in the data.\u003C/li>\n\t\u003Cli>\u003Cstrong>On-Policy Distillation with Strong Teachers\u003C/strong>: The model was iteratively distilled from its own stronger checkpoints. Every 20 steps, the best-performing checkpoint became the teacher for the next iteration—regularizing the student while allowing progressive improvement.\u003C/li>\n\u003C/ol>\n\n\u003Cp>These techniques, combined with the high-quality labels, propelled the model well beyond prompt-engineered frontiers.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Impressive Results with Real-World Impact\u003C/strong>\u003C/h4>\n\n\u003Cp>The custom model not only hit 84.7% accuracy (up from the frontier’s 78.2%) but proved far more efficient due to its smaller, specialized size. For an organization running thousands of such triage operations daily, the cost savings are transformative. Bridgewater reports this accuracy level is now sufficient for reliable integration into daily workflows, freeing analysts for higher-value synthesis and decision-making.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-streaming-wars-take-flight-how-starlink-is-reshaping-in-flight-entertainment\">The Streaming Wars Take Flight: How Starlink is Reshaping In-Flight Entertainment\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/francois-chollet-s-radical-new-definition-of-agi-it-s-not-about-automation-it-s-about-human-like-skill-acquisition\">François Chollet’s Radical New Definition of AGI: It’s Not About Automation — It’s About Human-Like Skill Acquisition\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/hey-ceo-who-can-t-stop-asking-chatgpt-for-strategy-advice-hbr-just-dropped-the-receipts\">Hey CEO Who Can’t Stop Asking ChatGPT for Strategy Advice — HBR Just Dropped the Receipts\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/llms-explained-how-large-language-models-work-and-where-they-commonly-fail\">LLMs Explained: How Large Language Models Work (and Where They Commonly Fail)\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/finally-something-truly-new-from-mira-murati-and-yes-the-2-billion-was-absolutely-worth-it\">Finally, Something Truly New from Mira Murati (And Yes — the $2 Billion Was Absolutely Worth It)\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Broader Vision: Differentiated Intelligence\u003C/strong>\u003C/h4>\n\n\u003Cp>This project illustrates a powerful path forward: \u003Cstrong>differentiated intelligence\u003C/strong>. Rather than chasing ever-larger generalist frontier models, organizations can create custom models tuned to their unique expertise and needs. High-quality proprietary datasets — rooted in hard-to-articulate human judgment—become the new competitive edge.\u003C/p>\n\n\u003Cp>As Mira Murati and the teams at Thinking Machines and Bridgewater have shown, the future of AI in specialized domains like finance won’t just come from scaling parameters. It will come from teaching machines to replicate the hard-won intuition of the best human experts.\u003C/p>\n\n\u003Cp>The full technical post is available on the Thinking Machines site: \u003Ca href=\"https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/\">Learning to Replicate Expert Judgment in Financial Tasks.\u003C/a>\u003C/p>","mira-murati-s-thinking-machines-turns-bridgewater-s-secret-expert-judgment-into-a-trainable-skill-and-beats-frontier-models-by-29-8-fewer-errors","2026-07-04T13:25:07.000000Z","2026-07-09T00:13:00.000000Z","09.07.2026",{"image":78,"image_webp":79,"thumb":80,"thumb_webp":81},"https://cdn.quasa.io/images/news/HUc6AYOPwY4HChMW2topXJpNw1Fn7hV8nkTbp1Ui.jpg","https://cdn.quasa.io/images/news/HUc6AYOPwY4HChMW2topXJpNw1Fn7hV8nkTbp1Ui.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/HUc6AYOPwY4HChMW2topXJpNw1Fn7hV8nkTbp1Ui.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/HUc6AYOPwY4HChMW2topXJpNw1Fn7hV8nkTbp1Ui.webp","small",null,27,0,"en",{"id":30,"title":31,"slug":32,"meta_title":88,"meta_description":89,"meta_keywords":90,"show_on_homepage":91,"deleted_at":83,"created_at":92,"updated_at":93,"lang":86},"Investment Growth Hacks: AI Startups, Crypto & VC Unicorns | QUASA","Investments and life hacks. Forecasts and investment trends in Quasa Media.","Investment, IPO, bonds, Gold, invest. 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Creators must emphasize original long-form content and diversified income streams to maximize earnings amid these changes.","youtube-monetization-2026-new-thresholds-and-shorts-revenue-shifts","2026-07-09T00:41:00.000000Z",{"title":54,"slug":59},{"image":127,"image_webp":128,"thumb":129,"thumb_webp":130},"https://cdn.quasa.io/images/news/rUvHFVhcdgHo9l8NbcElM3FCT0MuTvMx90cLTiLg.jpg","https://cdn.quasa.io/images/news/rUvHFVhcdgHo9l8NbcElM3FCT0MuTvMx90cLTiLg.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/rUvHFVhcdgHo9l8NbcElM3FCT0MuTvMx90cLTiLg.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/rUvHFVhcdgHo9l8NbcElM3FCT0MuTvMx90cLTiLg.webp",{"title":132,"description":133,"slug":134,"created_at":135,"publish_at":136,"formatted_created_at":76,"category":137,"links":138,"view_type":107,"video_url":83,"views":30,"likes":85,"lang":86,"comments_count":85,"is_pinned":91},"Mistral Robostral Navigate: Single-Camera 8B Model Transforms Robot Autonomy","Mistral AI's Robostral Navigate delivers state-of-the-art robot navigation using only one RGB camera. 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Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":61,"slug":62},{"image":171,"image_webp":83,"thumb":172,"thumb_webp":172},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",80576,4,{"title":176,"description":177,"slug":178,"created_at":179,"publish_at":180,"formatted_created_at":181,"category":182,"links":183,"view_type":82,"video_url":83,"views":186,"likes":187,"lang":86,"comments_count":85,"is_pinned":91},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":61,"slug":62},{"image":184,"image_webp":83,"thumb":185,"thumb_webp":185},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",78474,7,{"title":189,"description":190,"slug":191,"created_at":192,"publish_at":193,"formatted_created_at":194,"category":195,"links":196,"view_type":82,"video_url":83,"views":201,"likes":174,"lang":86,"comments_count":202,"is_pinned":91},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-05-18T19:10:00.000000Z","18.05.2026",{"title":19,"slug":20},{"image":197,"image_webp":198,"thumb":199,"thumb_webp":200},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",49370,1,{"title":204,"description":205,"slug":206,"created_at":207,"publish_at":208,"formatted_created_at":209,"category":210,"links":211,"view_type":107,"video_url":83,"views":216,"likes":174,"lang":86,"comments_count":85,"is_pinned":91},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":212,"image_webp":213,"thumb":214,"thumb_webp":215},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",47701,[218,219,220,221,222,223,224,225,226,227,228,229,230],{"title":23,"slug":24},{"title":43,"slug":44},{"title":51,"slug":52},{"title":39,"slug":40},{"title":47,"slug":48},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":54,"slug":59},{"title":11,"slug":12},{"title":61,"slug":62},{"data":232},[233,259,267,280,305,323,342],{"id":234,"order":85,"created_at":235,"expired_at":236,"news_id":237,"post":238},81,"2025-10-19T20:19:39.000000Z","2026-10-19 20:19:16",12864,{"id":237,"title":239,"description":240,"slug":241,"created_at":242,"publish_at":243,"formatted_created_at":244,"category":245,"links":252,"view_type":107,"video_url":83,"views":257,"likes":258,"lang":86,"comments_count":83},"Earning Money Through Website Surfing: A Simple Way to Make Cryptocurrency","Many believe that earning cryptocurrency online requires special skills or expensive equipment. However, this is far from the truth. Website surfing, or browsing websites for rewards, is an accessible way to earn money or cryptocurrency with just a computer or smartphone and an internet connection.One of the easiest methods to generate income in the digital space is through website surfing. The tasks involved are so simple that virtually anyone can participate, regardless of experience or technical expertise.In this article, we’ll introduce you to a platform where you can start earning money and cryptocurrency through website surfing: Quasa Rewards.","earning-money-through-website-surfing-a-simple-way-to-make-cryptocurrency","2025-09-26T10:51:12.000000Z","2025-12-11T10:51:12.000000Z","11.12.2025",{"id":58,"title":54,"slug":59,"meta_title":246,"meta_description":247,"meta_keywords":248,"show_on_homepage":249,"deleted_at":83,"created_at":250,"updated_at":251,"lang":86},"Quasa News: Latest Updates, AI & Tech Announcements | QUASA","Daily news and deep analysis on AI, cryptocurrencies, and key business trends. Find out what's next for the markets. Stay informed with QUASA.","AI news, crypto news, blockchain news, IT news, market analysis, business trends, latest technology news today, artificial intelligence news, major crypto events, future of tech news",true,"2021-08-09T19:09:44.000000Z","2026-05-28T13:57:48.000000Z",{"image":253,"image_webp":254,"thumb":255,"thumb_webp":256},"https://cdn.quasa.io/images/news/YSiJuxDAmWhSW9FRj9ySKpji0y7gn3H3M7GejA0x.jpg","https://cdn.quasa.io/images/news/YSiJuxDAmWhSW9FRj9ySKpji0y7gn3H3M7GejA0x.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/YSiJuxDAmWhSW9FRj9ySKpji0y7gn3H3M7GejA0x.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/YSiJuxDAmWhSW9FRj9ySKpji0y7gn3H3M7GejA0x.webp",6234,3,{"id":260,"order":85,"created_at":261,"expired_at":262,"news_id":263,"post":264},86,"2026-06-07T14:36:10.000000Z","2029-06-07 14:35:45",4545,{"id":263,"title":148,"description":149,"slug":150,"created_at":151,"publish_at":152,"formatted_created_at":153,"category":265,"links":266,"view_type":107,"video_url":83,"views":160,"likes":161,"lang":86,"comments_count":83},{"id":58,"title":54,"slug":59,"meta_title":246,"meta_description":247,"meta_keywords":248,"show_on_homepage":249,"deleted_at":83,"created_at":250,"updated_at":251,"lang":86},{"image":156,"image_webp":157,"thumb":158,"thumb_webp":159},{"id":268,"order":85,"created_at":269,"expired_at":270,"news_id":271,"post":272},87,"2026-06-07T14:46:09.000000Z","2031-06-07 14:45:52",1229,{"id":271,"title":176,"description":177,"slug":178,"created_at":179,"publish_at":180,"formatted_created_at":181,"category":273,"links":279,"view_type":82,"video_url":83,"views":186,"likes":187,"lang":86,"comments_count":83},{"id":65,"title":61,"slug":62,"meta_title":274,"meta_description":275,"meta_keywords":276,"show_on_homepage":249,"deleted_at":83,"created_at":277,"updated_at":278,"lang":86},"Business Growth Hacks: AI Startups, Solo Ventures & Strategy | QUASA","Business is a battlefield. In QUASA MEDIA you will find all the most useful articles on how to do business and not screw up.","Business, earn money, business strategy, business process","2021-08-03T10:59:17.000000Z","2026-05-28T13:57:59.000000Z",{"image":184,"image_webp":83,"thumb":185,"thumb_webp":185},{"id":281,"order":202,"created_at":282,"expired_at":283,"news_id":284,"post":285},92,"2026-06-07T15:05:49.000000Z","2033-06-07 15:05:26",13757,{"id":284,"title":286,"description":287,"slug":288,"created_at":289,"publish_at":290,"formatted_created_at":291,"category":292,"links":298,"view_type":82,"video_url":83,"views":303,"likes":304,"lang":86,"comments_count":83},"The State of Hybrid Freelance 2026: AI, Web3 and the Death of Traditional Work (Update June 2026)","New industry data from QUASA: How AI and Web3 are destroying traditional work in 2026. Download the full report.","report-2026","2026-02-02T08:38:20.000000Z","2026-07-04T15:26:00.000000Z","04.07.2026",{"id":18,"title":19,"slug":20,"meta_title":293,"meta_description":294,"meta_keywords":295,"show_on_homepage":91,"deleted_at":83,"created_at":296,"updated_at":297,"lang":86},"AI at Work: Productivity Hacks, Job Risks & Automation | QUASA","Exclusive life hacks on how to choose a career and be productive in any job.","Freelance, business, startup, Survive As a Freelance Developer","2021-09-03T20:21:41.000000Z","2026-04-22T15:14:46.000000Z",{"image":299,"image_webp":300,"thumb":301,"thumb_webp":302},"https://cdn.quasa.io/images/news/GD0ptwC1dSdOUluvqyI6Hkay9pmmzOQGaJPpn1ib.jpg","https://cdn.quasa.io/images/news/GD0ptwC1dSdOUluvqyI6Hkay9pmmzOQGaJPpn1ib.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/GD0ptwC1dSdOUluvqyI6Hkay9pmmzOQGaJPpn1ib.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/GD0ptwC1dSdOUluvqyI6Hkay9pmmzOQGaJPpn1ib.webp",5030,2,{"id":306,"order":304,"created_at":307,"expired_at":308,"news_id":258,"post":309},82,"2025-10-19T20:23:19.000000Z","2026-10-19 20:23:00",{"id":258,"title":310,"description":311,"slug":312,"created_at":313,"publish_at":314,"formatted_created_at":315,"category":316,"links":317,"view_type":107,"video_url":83,"views":322,"likes":202,"lang":86,"comments_count":83},"Earn Cryptocurrency While Browsing: A Simple Way to Make Quasacoin","In today’s digital age, where browsing the internet is second nature, what if your everyday web surfing could become a source of income? With Quasa Rewards, this dream is now a reality.","earn-cryptocurrency-while-browsing-a-simple-way-to-make-quasacoin","2019-07-16T15:59:39.000000Z","2025-12-12T11:17:36.000000Z","12.12.2025",{"id":58,"title":54,"slug":59,"meta_title":246,"meta_description":247,"meta_keywords":248,"show_on_homepage":249,"deleted_at":83,"created_at":250,"updated_at":251,"lang":86},{"image":318,"image_webp":319,"thumb":320,"thumb_webp":321},"https://cdn.quasa.io/images/news/CC21Qn3xHuMMnkH2VqSF7lcbd3XJrV9idLXnjPxX.jpg","https://cdn.quasa.io/images/news/CC21Qn3xHuMMnkH2VqSF7lcbd3XJrV9idLXnjPxX.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/CC21Qn3xHuMMnkH2VqSF7lcbd3XJrV9idLXnjPxX.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/CC21Qn3xHuMMnkH2VqSF7lcbd3XJrV9idLXnjPxX.webp",5887,{"id":324,"order":304,"created_at":325,"expired_at":326,"news_id":327,"post":328},89,"2026-06-07T14:54:22.000000Z","2030-06-07 14:54:10",14533,{"id":327,"title":329,"description":330,"slug":331,"created_at":332,"publish_at":333,"formatted_created_at":334,"category":335,"links":336,"view_type":82,"video_url":83,"views":341,"likes":304,"lang":86,"comments_count":83},"Quasa Projects: The PPC Advertising Platform Powering the New Crypto Economy","The global PPC advertising market is more than 1,000 times larger than the old surfing niche — operating in the hundreds of billions of dollars.","quasa-projects-the-ppc-advertising-platform-powering-the-new-crypto-economy","2026-05-16T17:26:37.000000Z","2026-05-17T14:40:00.000000Z","17.05.2026",{"id":58,"title":54,"slug":59,"meta_title":246,"meta_description":247,"meta_keywords":248,"show_on_homepage":249,"deleted_at":83,"created_at":250,"updated_at":251,"lang":86},{"image":337,"image_webp":338,"thumb":339,"thumb_webp":340},"https://cdn.quasa.io/images/news/imwxgJ055ISr1tlKGDQLYBQFaE0ub84LDZnW3gvo.jpg","https://cdn.quasa.io/images/news/imwxgJ055ISr1tlKGDQLYBQFaE0ub84LDZnW3gvo.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/imwxgJ055ISr1tlKGDQLYBQFaE0ub84LDZnW3gvo.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/imwxgJ055ISr1tlKGDQLYBQFaE0ub84LDZnW3gvo.webp",3448,{"id":343,"order":258,"created_at":344,"expired_at":345,"news_id":346,"post":347},83,"2025-10-19T20:28:22.000000Z","2026-10-19 20:28:07",12458,{"id":346,"title":348,"description":349,"slug":350,"created_at":351,"publish_at":352,"formatted_created_at":353,"category":354,"links":355,"view_type":82,"video_url":83,"views":360,"likes":85,"lang":86,"comments_count":83},"Customers Know Their Actions Are Valuable and Want to Be Compensated","In today’s digital landscape, customers are increasingly aware of the value their actions—such as sharing data or engaging with content — hold for businesses.","customers-know-their-actions-are-valuable-and-want-to-be-compensated","2025-08-16T14:11:36.000000Z","2026-01-22T09:18:36.000000Z","22.01.2026",{"id":58,"title":54,"slug":59,"meta_title":246,"meta_description":247,"meta_keywords":248,"show_on_homepage":249,"deleted_at":83,"created_at":250,"updated_at":251,"lang":86},{"image":356,"image_webp":357,"thumb":358,"thumb_webp":359},"https://cdn.quasa.io/images/news/U41SnZieapnGo9WQI8GWBgaZIpI0yKk8d51nr6hA.jpg","https://cdn.quasa.io/images/news/U41SnZieapnGo9WQI8GWBgaZIpI0yKk8d51nr6hA.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/U41SnZieapnGo9WQI8GWBgaZIpI0yKk8d51nr6hA.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/U41SnZieapnGo9WQI8GWBgaZIpI0yKk8d51nr6hA.webp",2573]