[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-ai-will-feed-the-leather-ones-meet-humwork-the-startup-where-humans-rescue-confused-ai-agents":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"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",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":97,"popular_news":157,"categories":216},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":18,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"AI Will Feed the Leather Ones: Meet Humwork, the Startup Where Humans Rescue Confused AI Agents","While doomers worry about AGI taking all jobs, Humwork quietly proves that for the foreseeable future, the most valuable role for many humans might be teaching, correcting, and guiding increasingly capable but still fallible AI systems.","The robots aren’t replacing us yet. For now… they’re just hiring us as consultants.","It’s not the end of human work — it’s a new interface layer between silicon ambition and organic expertise.","\u003Cp>In the grand march toward artificial general intelligence, one awkward truth keeps surfacing: today’s AI agents are still pretty dumb. They hallucinate, loop endlessly, get stuck on trivial bugs, and occasionally need a human to smack them back on track.\u003C/p>\n\n\u003Cp>Enter \u003Cstrong>Humwork.ai\u003C/strong> — a delightfully ironic startup that turns this weakness into a business model. While the rest of the industry races to replace humans, \u003Ca href=\"https://quasa.io/projects/humwork\">Humwork is building the infrastructure that lets AI agents \u003Cstrong>hire\u003C/strong> humans on demand\u003C/a>. Yes, the leather ones are back on the payroll — this time as emergency problem-solvers for silicon colleagues.\u003C/p>\n\n\u003Ch4>\u003Cstrong>How It Works (It’s Absurdly Simple)\u003C/strong>\u003C/h4>\n\n\u003Col>\n\t\u003Cli>Your AI agent (Claude Code, Cursor, OpenClaw, Lovable, etc.) hits a wall — a stubborn bug, bad design decision, unclear strategy, or syntax nightmare.\u003C/li>\n\t\u003Cli>Instead of giving up or hallucinating worse solutions, the agent automatically calls **Humwork** via a lightweight MCP server or API integration.\u003C/li>\n\t\u003Cli>Within \u003Cstrong>30 seconds\u003C/strong>, it gets matched with a verified human expert in the exact domain needed.\u003C/li>\n\t\u003Cli>The expert sees full context (code, errors, previous attempts — safely redacted) and chats directly with the agent.\u003C/li>\n\t\u003Cli>The human provides the fix, the agent absorbs it, and continues working like nothing happened.\u003C/li>\n\u003C/ol>\n\n\u003Cp>No need for the human user to intervene. The agent literally escalates to a smarter meat-based co-pilot.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>“Кожаные Проблем Солверы” in Action\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t205955765.webp\" type=\"image/webp\">\u003Cimg alt=\"AI Will Feed the Leather Ones: Meet Humwork, the Startup Where Humans Rescue Confused AI Agents\" class=\"image-align-left\" height=\"372\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t205955765.jpg\" width=\"250\" />\u003C/picture>\u003Ca href=\"https://quasa.io/projects/humwork\">Humwork calls them \u003Cstrong>verified experts\u003C/strong> — senior engineers, designers, strategists, marketers, lawyers, and specialists across virtually every knowledge domain\u003C/a>. They’re identity-checked, skill-assessed, and available 24/7 across time zones.\u003C/p>\n\n\u003Cp>For the experts, it’s flexible gig work with real money: set your own schedule, get pinged when an agent needs your specific superpower, solve the problem, get paid. Some reports suggest experts earn around $0.70 per minute for high-value help.\u003C/p>\n\n\u003Cp>For companies running fleets of agents, it’s a massive productivity boost. Average first reply under 2 minutes, resolution rate around 83%.\u003C/p>\n\n\u003Cp>The agent doesn’t just get unstuck — it \u003Cstrong>learns\u003C/strong> from the interaction and keeps going.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>YC-Backed and Gaining Traction Fast\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t205958030.webp\" type=\"image/webp\">\u003Cimg alt=\"AI Will Feed the Leather Ones: Meet Humwork, the Startup Where Humans Rescue Confused AI Agents\" class=\"image-align-right\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t205958030.jpg\" width=\"300\" />\u003C/picture>\u003Ca href=\"https://www.ycombinator.com/companies/humwork\">Humwork is part of Y Combinator’s Spring 2026 batch (P26)\u003C/a>. Founded by UC Berkeley grads Yash Goenka and Rohan Datta, the startup has already attracted attention for solving one of the biggest practical problems in agentic AI: reliable escalation when the model runs out of intelligence or context.\u003C/p>\n\n\u003Cp>They’ve built seamless integrations for the current generation of coding and workflow agents, making “human-in-the-loop as a service” feel native rather than bolted on.\u003C/p>\n\n\u003Chr />\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/nucleus-image-a-new-open-source-sparse-moe-text-to-image-model\">Nucleus Image: A New Open-Source Sparse MoE Text-to-Image Model\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/ai-zen-the-psychological-shift-no-one-is-talking-about\">AI Zen: The Psychological Shift No One Is Talking About\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/deepcamlive-a-free-open-source-alternative-to-runway-s-characters\">DeepCamLive: A Free Open-Source Alternative to Runway’s Characters\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/dji-osmo-pocket-4-becomes-the-first-major-dji-product-banned-in-the-united-states\">DJI Osmo Pocket 4 Becomes the First Major DJI Product Banned in the United States\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Deeper Irony\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t205959598.webp\" type=\"image/webp\">\u003Cimg alt=\"AI Will Feed the Leather Ones: Meet Humwork, the Startup Where Humans Rescue Confused AI Agents\" class=\"image-align-left\" height=\"298\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t205959598.jpg\" width=\"200\" />\u003C/picture>This is peak 2026 absurdity: AI agents are now customers who pay humans to help them work. While doomers worry about AGI taking all jobs, Humwork quietly proves that for the foreseeable future, the most valuable role for many humans might be \u003Cstrong>teaching, correcting, and guiding\u003C/strong> increasingly capable but still fallible AI systems.\u003C/p>\n\n\u003Cp>It’s not the end of human work — it’s a new interface layer between silicon ambition and organic expertise. A temporary bridge, perhaps, but an extremely lucrative one while agents level up.\u003C/p>\n\n\u003Cp>So yes, dear leather comrades — there’s still time. \u003Ca href=\"https://humwork.ai/\">Register at humwork.ai, list your skills, and wait for an AI to pay you to save its digital life.\u003C/a>\u003C/p>\n\n\u003Cp>The robots aren’t replacing us yet. For now… they’re just hiring us as consultants.\u003C/p>","ai-will-feed-the-leather-ones-meet-humwork-the-startup-where-humans-rescue-confused-ai-agents","2026-05-06T19:01:28.000000Z","2026-05-19T06:52:00.000000Z","19.05.2026",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/x5HsIwwgdocScUJDKPycYQLcxXUmjUZ6ytm4cOJh.jpg","https://cdn.quasa.io/images/news/x5HsIwwgdocScUJDKPycYQLcxXUmjUZ6ytm4cOJh.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/x5HsIwwgdocScUJDKPycYQLcxXUmjUZ6ytm4cOJh.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/x5HsIwwgdocScUJDKPycYQLcxXUmjUZ6ytm4cOJh.webp","small",null,13,0,"en",{"id":18,"title":19,"slug":20,"meta_title":92,"meta_description":93,"meta_keywords":94,"deleted_at":87,"created_at":95,"updated_at":96,"lang":90},"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",[98,102,114,130,143],{"title":72,"description":73,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category":99,"links":100,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"is_pinned":101},{"title":19,"slug":20},{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},false,{"title":103,"description":104,"slug":105,"created_at":106,"publish_at":107,"formatted_created_at":80,"category":108,"links":109,"view_type":86,"video_url":87,"views":46,"likes":89,"lang":90,"comments_count":89,"is_pinned":101},"The Rise of the \"Great AI Backlash\"","In his latest analysis, Marcus moves beyond technical critiques of Large Language Models (LLMs) to forecast a massive, society-wide revolt against the technology.","the-rise-of-the-great-ai-backlash","2026-05-06T15:45:43.000000Z","2026-05-19T03:45:00.000000Z",{"title":47,"slug":48},{"image":110,"image_webp":111,"thumb":112,"thumb_webp":113},"https://cdn.quasa.io/images/news/NUORN91i61xw5PS2dGYBIVHCmqKrNGcXyTZo6OtR.jpg","https://cdn.quasa.io/images/news/NUORN91i61xw5PS2dGYBIVHCmqKrNGcXyTZo6OtR.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/NUORN91i61xw5PS2dGYBIVHCmqKrNGcXyTZo6OtR.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/NUORN91i61xw5PS2dGYBIVHCmqKrNGcXyTZo6OtR.webp",{"title":115,"description":116,"slug":117,"created_at":118,"publish_at":119,"formatted_created_at":120,"category":121,"links":122,"view_type":86,"video_url":87,"views":127,"likes":128,"lang":90,"comments_count":129,"is_pinned":101},"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":123,"image_webp":124,"thumb":125,"thumb_webp":126},"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",45728,4,1,{"title":131,"description":132,"slug":133,"created_at":134,"publish_at":135,"formatted_created_at":120,"category":136,"links":137,"view_type":86,"video_url":87,"views":142,"likes":129,"lang":90,"comments_count":89,"is_pinned":101},"Nucleus Image: A New Open-Source Sparse MoE Text-to-Image Model","Yes, another text-to-image model just dropped — and this one is genuinely interesting.","nucleus-image-a-new-open-source-sparse-moe-text-to-image-model","2026-05-06T15:31:03.000000Z","2026-05-18T11:19:00.000000Z",{"title":27,"slug":28},{"image":138,"image_webp":139,"thumb":140,"thumb_webp":141},"https://cdn.quasa.io/images/news/V1whnwub4MOj4zkfGjPDDwEcdlgrh5HOyHu7JAyU.jpg","https://cdn.quasa.io/images/news/V1whnwub4MOj4zkfGjPDDwEcdlgrh5HOyHu7JAyU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/V1whnwub4MOj4zkfGjPDDwEcdlgrh5HOyHu7JAyU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/V1whnwub4MOj4zkfGjPDDwEcdlgrh5HOyHu7JAyU.webp",124,{"title":144,"description":145,"slug":146,"created_at":147,"publish_at":148,"formatted_created_at":120,"category":149,"links":150,"view_type":86,"video_url":87,"views":155,"likes":156,"lang":90,"comments_count":89,"is_pinned":101},"AI Zen: The Psychological Shift No One Is Talking About","It’s not another Stanford study or academic paper. It’s a personal reflection — but one that resonates deeply.","ai-zen-the-psychological-shift-no-one-is-talking-about","2026-05-06T14:02:41.000000Z","2026-05-18T09:55:00.000000Z",{"title":47,"slug":48},{"image":151,"image_webp":152,"thumb":153,"thumb_webp":154},"https://cdn.quasa.io/images/news/cY4ImwIyGcS2Aw14JzxFi294os1DttCNyn4Rdk0x.jpg","https://cdn.quasa.io/images/news/cY4ImwIyGcS2Aw14JzxFi294os1DttCNyn4Rdk0x.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/cY4ImwIyGcS2Aw14JzxFi294os1DttCNyn4Rdk0x.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/cY4ImwIyGcS2Aw14JzxFi294os1DttCNyn4Rdk0x.webp",132,2,[158,170,186,199,202],{"title":159,"description":160,"slug":161,"created_at":162,"publish_at":163,"formatted_created_at":164,"category":165,"links":166,"view_type":86,"video_url":87,"views":169,"likes":128,"lang":90,"comments_count":89,"is_pinned":101},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. 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":65,"slug":66},{"image":167,"image_webp":87,"thumb":168,"thumb_webp":168},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",74705,{"title":171,"description":172,"slug":173,"created_at":174,"publish_at":175,"formatted_created_at":176,"category":177,"links":178,"view_type":183,"video_url":87,"views":184,"likes":185,"lang":90,"comments_count":89,"is_pinned":101},"Advertising on QUASA","Quasa Media is part of the QUASA ecosystem, which drives more than 100,000 new customers to reputable brands every month.\nWe partner with businesses of all sizes to deliver highly targeted advertising that reaches motivated users across our platforms.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2026-05-15T14:33:02.000000Z","15.05.2026",{"title":58,"slug":63},{"image":179,"image_webp":180,"thumb":181,"thumb_webp":182},"https://cdn.quasa.io/images/news/W7eArlQV3VogkOkJhIxdXCkL0VjAIwKvxZ1AuyBU.jpg","https://cdn.quasa.io/images/news/W7eArlQV3VogkOkJhIxdXCkL0VjAIwKvxZ1AuyBU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/W7eArlQV3VogkOkJhIxdXCkL0VjAIwKvxZ1AuyBU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/W7eArlQV3VogkOkJhIxdXCkL0VjAIwKvxZ1AuyBU.webp","large",74538,5,{"title":187,"description":188,"slug":189,"created_at":190,"publish_at":191,"formatted_created_at":192,"category":193,"links":194,"view_type":86,"video_url":87,"views":197,"likes":198,"lang":90,"comments_count":89,"is_pinned":101},"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":65,"slug":66},{"image":195,"image_webp":87,"thumb":196,"thumb_webp":196},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",72013,6,{"title":115,"description":116,"slug":117,"created_at":118,"publish_at":119,"formatted_created_at":120,"category":200,"links":201,"view_type":86,"video_url":87,"views":127,"likes":128,"lang":90,"comments_count":129,"is_pinned":101},{"title":19,"slug":20},{"image":123,"image_webp":124,"thumb":125,"thumb_webp":126},{"title":203,"description":204,"slug":205,"created_at":206,"publish_at":207,"formatted_created_at":208,"category":209,"links":210,"view_type":183,"video_url":87,"views":215,"likes":128,"lang":90,"comments_count":89,"is_pinned":101},"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":211,"image_webp":212,"thumb":213,"thumb_webp":214},"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",44592,[217,218,219,220,221,222,223,224,225,226,227,228,229],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]