[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-waymo-s-robotaxis-learn-to-drive-like-humans-and-it-might-just-be-making-roads-safer":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":165,"categories":235},{"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":69,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"Waymo's Robotaxis Learn to Drive Like Humans – And It Might Just Be Making Roads Safer","In a fascinating evolution of autonomous driving technology, Waymo – Alphabet's self-driving unit – has deliberately reprogrammed its robotaxis to behave less like perfect rule-followers and more like experienced, assertive human drivers.","Waymo's experience highlights a broader lesson in AI development: the path to superhuman performance sometimes runs through careful imitation of skilled humans.","Waymo's engineers discovered an unexpected truth: pure rule adherence wasn't always the safest or most efficient approach","\u003Cp>\u003Cstrong>In a fascinating evolution of autonomous driving technology, \u003Ca href=\"https://quasa.io/media/waymo-just-unlocked-half-of-california-and-personal-car-ownership-might-never-recover\">Waymo\u003C/a> – Alphabet's self-driving unit – has deliberately reprogrammed its robotaxis to behave less like perfect rule-followers and more like experienced, assertive human drivers.\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2025-12-03t203838765.webp\" type=\"image/webp\">\u003Cimg alt=\"Waymo's Robotaxis Learn to Drive Like Humans – And It Might Just Be Making Roads Safer\" class=\"image-align-left\" height=\"447\" src=\"https://cdn.quasa.io/photos/00/image-2025-12-03t203838765.jpg\" width=\"300\" />\u003C/picture>The shift, which Waymo describes as "confidently assertive," has transformed vehicles once criticized for being overly cautious into ones that now accelerate promptly on green lights, perform rolling stops at quiet intersections, and even honk when cut off. Some San Francisco riders now liken the experience to riding with "an aggressive New York taxi driver."\u003C/p>\n\n\u003Cp>This change didn't happen by accident. Early \u003Ca href=\"https://quasa.io/media/study-finds-self-driving-waymos-are-more-expensive-than-taxis-take-twice-as-long-to-get-to-destination\">Waymo\u003C/a> vehicles were programmed for extreme politeness: they yielded excessively at four-way stops, waited patiently behind double-parked cars, and came to complete halts even when no one was around. While safe on paper, this hyper-cautious style created real-world problems.\u003C/p>\n\n\u003Cp>The cars frequently got stuck, disrupted traffic flow, and frustrated passengers in a hurry – locals often avoided them when time was short. Scaling a commercial robotaxi service in dense, chaotic cities like San Francisco demanded a rethink.\u003C/p>\n\n\u003Cp>Waymo's engineers discovered an unexpected truth: pure rule adherence wasn't always the safest or most efficient approach. By studying millions of miles of data, they found that blending into human traffic patterns – anticipating moves, claiming space confidently, and avoiding unnecessary hesitation – made the vehicles more predictable to others on the road.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2025-12-03t203837313.webp\" type=\"image/webp\">\u003Cimg alt=\"Waymo's Robotaxis Learn to Drive Like Humans – And It Might Just Be Making Roads Safer\" class=\"image-align-right\" height=\"447\" src=\"https://cdn.quasa.io/photos/00/image-2025-12-03t203837313.jpg\" width=\"300\" />\u003C/picture> As one \u003Ca href=\"https://quasa.io/media/waymo-passenger-clutches-small-dog-as-vandals-surround-vehicle\">Waymo\u003C/a> product director explained, assertiveness helps the cars "do things that you expect other humans on the road to do," reducing confusion and potential conflicts.\u003C/p>\n\n\u003Cp>The results speak volumes. As of mid-2025, Waymo's fully driverless fleet has logged over 100 million miles on public roads, including nearly 100 million rider-only miles across cities like Phoenix, San Francisco, Los Angeles, and Austin. Independent analyses and peer-reviewed studies show dramatic safety gains: up to 91% fewer crashes involving airbag deployment, 96% fewer injury-causing intersection incidents, and an overall 85% reduction in suspected serious injuries compared to human drivers in the same areas.\u003C/p>\n\n\u003Cp>Vulnerable road users – pedestrians, cyclists, and motorcyclists – benefit most, with injury crashes down 82-92% depending on the category.\u003C/p>\n\n\u003Cp>Of course, the transition hasn't been flawless. Isolated incidents have made headlines: an illegal U-turn that led to a police stop, a low-speed collision with a neighborhood cat, and occasional close calls where vehicles inch forward as pedestrians clear crosswalks.\u003C/p>\n\n\u003Cp>Critics worry that mimicking human impatience could erode the inherent safety edge of machines that never get tired, drunk, or distracted. Yet Waymo insists these edge cases are rare and actively reviewed, with software updates refining behavior continuously.\u003C/p>\n\n\u003Cp>The irony is striking. For years, autonomous vehicles were sold as superior precisely because they wouldn't emulate human flaws – no road rage, no texting, no speeding. Now, Waymo's data suggests that selectively adopting human-like assertiveness, while retaining perfect vigilance and reaction times, yields even better outcomes. In bustling urban environments, being too polite can create hazards; flowing with traffic, even if it means bending minor rules like a quick rolling stop on an empty street, often proves safer overall.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2025-12-03t203755891.webp\" type=\"image/webp\">\u003Cimg alt=\"Waymo's Robotaxis Learn to Drive Like Humans – And It Might Just Be Making Roads Safer\" class=\"image-align-left\" height=\"169\" src=\"https://cdn.quasa.io/photos/00/image-2025-12-03t203755891.jpg\" width=\"300\" />\u003C/picture>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/anthropic-engages-top-ipo-law-firm-wilson-sonsini-signaling-potential-2026-public-debut-in-race-with-openai\">Anthropic Engages Top IPO Law Firm Wilson Sonsini, Signaling Potential 2026 Public Debut in Race with OpenAI\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/youtube-s-2025-recap-your-personal-highlight-reel-of-binge-habits-now-shareable-worldwide\">YouTube's 2025 Recap: Your Personal Highlight Reel of Binge Habits, Now Shareable Worldwide\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/netflix-quietly-kills-phone-to-tv-casting-for-most-users-and-almost-no-one-noticed\">Netflix Quietly Kills Phone-to-TV Casting for Most Users – And Almost No One Noticed\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/guide-to-improving-your-customer-onboarding-emails-and-four-concrete-examples\">Guide to Improving Your Customer Onboarding Emails and Four Concrete Examples\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Waymo's experience highlights a broader lesson in AI development: the path to superhuman performance sometimes runs through careful imitation of skilled humans. As the company expands its fleet – now numbering thousands of vehicles and serving tens of thousands of weekly rides – this "humanized" approach could accelerate the mainstream adoption of robotaxis. Safer roads, fewer fatalities (Waymo reports zero in over 100 million miles), and smoother traffic might just come from machines that learned the best – and occasionally the pushiest – lessons from us imperfect drivers.\u003C/p>\n\n\u003Cp>Author: \u003Ca href=\"https://www.linkedin.com/in/slava-vasipenok/\">Slava Vasipenok\u003C/a>\u003Cbr />\nFounder and CEO of QUASA (quasa.io) — the world's first remote work platform with payments in cryptocurrency.\u003C/p>\n\n\u003Cp>Innovative entrepreneur with over 20 years of experience in IT, fintech, and blockchain. Specializes in decentralized solutions for freelancing, helping to overcome the barriers of traditional finance, especially in developing regions.\u003C/p>","waymo-s-robotaxis-learn-to-drive-like-humans-and-it-might-just-be-making-roads-safer","2025-12-03T19:40:35.000000Z","2025-12-15T06:40:00.000000Z","15.12.2025",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/y9rsKfV2OnUj0S5zGVzolrYskPC1bBV7oI7yHle7.jpg","https://cdn.quasa.io/images/news/y9rsKfV2OnUj0S5zGVzolrYskPC1bBV7oI7yHle7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/y9rsKfV2OnUj0S5zGVzolrYskPC1bBV7oI7yHle7.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/y9rsKfV2OnUj0S5zGVzolrYskPC1bBV7oI7yHle7.webp","small",null,854,0,"en",{"id":69,"title":65,"slug":66,"meta_title":92,"meta_description":93,"meta_keywords":94,"deleted_at":87,"created_at":95,"updated_at":96,"lang":90},"Quasa Media - Growth Hacking in Business","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","2024-08-25T15:45:11.000000Z",[98,113,127,139,152],{"title":99,"description":100,"slug":101,"created_at":102,"publish_at":103,"formatted_created_at":104,"category":105,"links":106,"view_type":86,"video_url":87,"views":111,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"The Great AI Talent Paradox: Why Everyone is Hiring \"AI Engineers\" but Nobody Can Find Them","I see this pattern repeating across dozens of companies. The founder or CTO has a mature engineering team. Everyone knows how to code; most use Cursor or Claude Code. Formally, they are all \"working with AI.\" But when you look under the hood at the actual processes, you realize the AI is just a thin layer smeared over an obsolete architectural workflow.","the-great-ai-talent-paradox-why-everyone-is-hiring-ai-engineers-but-nobody-can-find-them","2026-04-10T18:01:04.000000Z","2026-04-15T03:46:00.000000Z","15.04.2026",{"title":19,"slug":20},{"image":107,"image_webp":108,"thumb":109,"thumb_webp":110},"https://cdn.quasa.io/images/news/RFS0sj442hsQE2CPWuqYIzC1ajFQV96M6Bz7axJF.jpg","https://cdn.quasa.io/images/news/RFS0sj442hsQE2CPWuqYIzC1ajFQV96M6Bz7axJF.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/RFS0sj442hsQE2CPWuqYIzC1ajFQV96M6Bz7axJF.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/RFS0sj442hsQE2CPWuqYIzC1ajFQV96M6Bz7axJF.webp",15,false,{"title":114,"description":115,"slug":116,"created_at":117,"publish_at":118,"formatted_created_at":119,"category":120,"links":121,"view_type":86,"video_url":87,"views":126,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"The Dawn of the Wisdom Era: Why Your Intelligence is No Longer Enough","The era of competing with machines on their home turf — logic and data — is over. To win in the future, you don't need to be a better computer; you need to be a better human. The \"OpenClaw\" setups and frontier models are just the tools. The question is: Do you have the wisdom to know what to do with them?","the-dawn-of-the-wisdom-era-why-your-intelligence-is-no-longer-enough","2026-04-10T17:38:07.000000Z","2026-04-14T11:37:00.000000Z","14.04.2026",{"title":47,"slug":48},{"image":122,"image_webp":123,"thumb":124,"thumb_webp":125},"https://cdn.quasa.io/images/news/EjaxUKrhf2GhRAQowiRkOnHdQcJxg7KH7P03sKYy.jpg","https://cdn.quasa.io/images/news/EjaxUKrhf2GhRAQowiRkOnHdQcJxg7KH7P03sKYy.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EjaxUKrhf2GhRAQowiRkOnHdQcJxg7KH7P03sKYy.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/EjaxUKrhf2GhRAQowiRkOnHdQcJxg7KH7P03sKYy.webp",103,{"title":128,"description":129,"slug":130,"created_at":131,"publish_at":131,"formatted_created_at":119,"category":132,"links":133,"view_type":86,"video_url":87,"views":138,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"LinkedIn Wants to Buy beehiiv: The Battle for Creator Independence and the Future of B2B Newsletters","In late 2025, rumors surfaced that LinkedIn quietly explored acquiring beehiiv, the independent newsletter platform that has rapidly become one of the most popular alternatives to Substack.","linkedin-wants-to-buy-beehiiv-the-battle-for-creator-independence-and-the-future-of-b2b-newsletters","2026-04-14T11:09:28.000000Z",{"title":58,"slug":63},{"image":134,"image_webp":135,"thumb":136,"thumb_webp":137},"https://cdn.quasa.io/images/news/T1mPXOj5dDKXlizL20K0ISlR0g26MzBxsHIugBc3.jpg","https://cdn.quasa.io/images/news/T1mPXOj5dDKXlizL20K0ISlR0g26MzBxsHIugBc3.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/T1mPXOj5dDKXlizL20K0ISlR0g26MzBxsHIugBc3.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/T1mPXOj5dDKXlizL20K0ISlR0g26MzBxsHIugBc3.webp",105,{"title":140,"description":141,"slug":142,"created_at":143,"publish_at":144,"formatted_created_at":119,"category":145,"links":146,"view_type":86,"video_url":87,"views":151,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Two Seemingly Contradictory Thoughts About AI Transformation","The reality is more nuanced and more interesting: a gradual but substantial restructuring of white-collar work, with meaningful productivity gains and moderate headcount adjustments spread over several years.","two-seemingly-contradictory-thoughts-about-ai-transformation","2026-04-10T17:15:34.000000Z","2026-04-14T09:06:00.000000Z",{"title":19,"slug":20},{"image":147,"image_webp":148,"thumb":149,"thumb_webp":150},"https://cdn.quasa.io/images/news/KZSll5P8ZAZHN96B82NQBSU6YKs8suxhPjm50Z56.jpg","https://cdn.quasa.io/images/news/KZSll5P8ZAZHN96B82NQBSU6YKs8suxhPjm50Z56.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/KZSll5P8ZAZHN96B82NQBSU6YKs8suxhPjm50Z56.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/KZSll5P8ZAZHN96B82NQBSU6YKs8suxhPjm50Z56.webp",117,{"title":153,"description":154,"slug":155,"created_at":156,"publish_at":157,"formatted_created_at":119,"category":158,"links":159,"view_type":86,"video_url":87,"views":164,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Stop Projecting Human Qualities onto AI — How to Actually Build Effective AI Systems","The biggest mistake you can make in 2026 is trying to turn an LLM into a digital employee.","stop-projecting-human-qualities-onto-ai-how-to-actually-build-effective-ai-systems","2026-04-10T17:04:18.000000Z","2026-04-14T06:54:00.000000Z",{"title":19,"slug":20},{"image":160,"image_webp":161,"thumb":162,"thumb_webp":163},"https://cdn.quasa.io/images/news/LOfwyulrmZCf8RKjFZq3MXf4PFBXKTitoTcwR6NS.jpg","https://cdn.quasa.io/images/news/LOfwyulrmZCf8RKjFZq3MXf4PFBXKTitoTcwR6NS.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/LOfwyulrmZCf8RKjFZq3MXf4PFBXKTitoTcwR6NS.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/LOfwyulrmZCf8RKjFZq3MXf4PFBXKTitoTcwR6NS.webp",127,[166,179,194,206,221],{"title":167,"description":168,"slug":169,"created_at":170,"publish_at":171,"formatted_created_at":172,"category":173,"links":174,"view_type":86,"video_url":87,"views":177,"likes":178,"lang":90,"comments_count":89,"is_pinned":112},"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":175,"image_webp":87,"thumb":176,"thumb_webp":176},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70241,2,{"title":180,"description":181,"slug":182,"created_at":183,"publish_at":184,"formatted_created_at":80,"category":185,"links":186,"view_type":191,"video_url":87,"views":192,"likes":193,"lang":90,"comments_count":89,"is_pinned":112},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z",{"title":58,"slug":63},{"image":187,"image_webp":188,"thumb":189,"thumb_webp":190},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","large",69990,4,{"title":195,"description":196,"slug":197,"created_at":198,"publish_at":199,"formatted_created_at":200,"category":201,"links":202,"view_type":86,"video_url":87,"views":205,"likes":193,"lang":90,"comments_count":89,"is_pinned":112},"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":203,"image_webp":87,"thumb":204,"thumb_webp":204},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",67648,{"title":207,"description":208,"slug":209,"created_at":210,"publish_at":211,"formatted_created_at":212,"category":213,"links":214,"view_type":86,"video_url":87,"views":219,"likes":178,"lang":90,"comments_count":220,"is_pinned":112},"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","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":215,"image_webp":216,"thumb":217,"thumb_webp":218},"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",41676,1,{"title":222,"description":223,"slug":224,"created_at":225,"publish_at":226,"formatted_created_at":227,"category":228,"links":229,"view_type":191,"video_url":87,"views":234,"likes":178,"lang":90,"comments_count":89,"is_pinned":112},"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":230,"image_webp":231,"thumb":232,"thumb_webp":233},"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",40819,[236,237,238,239,240,241,242,243,244,245,246,247,248],{"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}]