{"id":13368,"date":"2023-07-26T07:00:15","date_gmt":"2023-07-26T07:00:15","guid":{"rendered":"http:\/\/TheNextWeb=1398575"},"modified":"2023-07-26T07:00:15","modified_gmt":"2023-07-26T07:00:15","slug":"ai-startup-launches-fastest-data-processing-engine-on-the-market","status":"publish","type":"post","link":"https:\/\/www.londonchiropracter.com\/?p=13368","title":{"rendered":"AI startup launches \u2018fastest data processing engine\u2019 on the market"},"content":{"rendered":"\n<p><span>Paris-based and female-founded <a href=\"https:\/\/thenextweb.com\/topic\/artificial-intelligence\" target=\"_blank\" rel=\"noopener\">AI<\/a> startup Pathway has announced the general launch of its data processing engine. Reportedly, it is up to 90x faster than existing streaming solutions, and promises to be the \u201cfastest data processing engine on the market.\u201d&nbsp;<\/span><\/p>\n<p><span>The secret? A unique ability to mix batch and streaming logic in the same workflow, which lets the system forget things that are no longer useful. Basically, this means it can learn and react to changes in real-time \u2014 like humans.&nbsp;<\/span><\/p>\n<p><span>Traditionally, the complexity of building batch and streaming architectures has resulted in a division between the two approaches, says Pathway CEO and <a href=\"https:\/\/thenextweb.com\/topic\/founders\" target=\"_blank\" rel=\"noopener\">co-founder<\/a> Zuzanna Stamirowska.&nbsp;<\/span><\/p>\n<p><span>This, she adds, has slowed down the adoption of <a href=\"https:\/\/thenextweb.com\/topic\/data\" target=\"_blank\" rel=\"noopener\">data<\/a> streaming for AI systems and fixed their intelligence at a moment in time. Not to mention the added complexity of a third workflow \u2014 generative AI.&nbsp;<\/span><\/p>\n<p>According to Stamirowska, there\u2019s now a \u201ccritical need\u201d for rapid data processing and more adaptable AI. <span>\u201cThat\u2019s why our mission has been to enable real-time data processing, while giving developers a simple experience regardless of whether they work with batch, streaming, or LLM systems,\u201d she states.<\/span><\/p>\n<div class=\"inarticle-wrapper latest channel-cta hs-embed-tnw\">\n<div id=\"hs-embed-tnw\" class=\"channel-cta-wrapper\" readability=\"8.5\">\n<div class=\"channel-cta-img\"><img decoding=\"async\" class=\"js-lazy\" src=\"https:\/\/s3.amazonaws.com\/events.tnw\/hardfork-2018\/uploads\/visuals\/tnw-newsletter.png\"><\/div>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/s3.amazonaws.com\/events.tnw\/hardfork-2018\/uploads\/visuals\/tnw-newsletter.png\"><\/noscript><\/p>\n<div class=\"channel-cta-input\" readability=\"12\">\n<p class=\"channel-cta-title\">The &lt;3 of EU tech<\/p>\n<p class=\"channel-cta-tagline\">The latest rumblings from the EU tech scene, a story from our wise ol&#8217; founder Boris, and some questionable AI art. It&#8217;s free, every week, in your inbox. Sign up now!<\/p>\n<\/div>\n<\/div>\n<\/div>\n<figure class=\"post-image post-mediaBleed aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1398582 js-lazy\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2.jpg\" alt=\"Photo of Zuzanna Stamirowska in garden\" width=\"1640\" height=\"1093\" sizes=\"(max-width: 1640px) 100vw, 1640px\" data-srcset=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2.jpg 1640w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-280x187.jpg 280w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-203x135.jpg 203w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-405x270.jpg 405w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-1536x1024.jpg 1536w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-796x531.jpg 796w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-1592x1061.jpg 1592w\"><figcaption><a href=\"https:\/\/thenextweb.com\/news\/ai-startup-launches-fastest-data-processing-engine-market#\" data-url=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Feditorial.thenextweb.com%2Fdeep-tech%2F2023%2F07%2F26%2Fai-startup-launches-fastest-data-processing-engine-market%2F&amp;via=thenextweb&amp;related=thenextweb&amp;text=Check out this picture on: Stamirowska says Pathway\u2019s aim is to give developers a simple experience, regardless of whether they work with batch, streaming, or LLM systems. Credit: Pathway\" data-title=\"Share Stamirowska says Pathway\u2019s aim is to give developers a simple experience, regardless of whether they work with batch, streaming, or LLM systems. Credit: Pathway on Twitter\" data-width=\"685\" data-height=\"500\" class=\"post-image-share popitup\" title=\"Share Stamirowska says Pathway\u2019s aim is to give developers a simple experience, regardless of whether they work with batch, streaming, or LLM systems. Credit: Pathway on Twitter\"><i class=\"icon icon--inline icon--twitter--dark\"><\/i><\/a>Stamirowska says Pathway\u2019s aim is to give developers a simple experience, regardless of whether they work with batch, streaming, or LLM systems. Credit: Pathway<\/figcaption><noscript><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1398582\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2.jpg\" alt=\"Photo of Zuzanna Stamirowska in garden\" width=\"1640\" height=\"1093\" srcset=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2.jpg 1640w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-280x187.jpg 280w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-203x135.jpg 203w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-405x270.jpg 405w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-1536x1024.jpg 1536w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-796x531.jpg 796w, https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2023\/07\/High-Res-2-1592x1061.jpg 1592w\"><\/noscript><\/figure>\n<h2>Revisions to data points without AI retraining<\/h2>\n<p><span>Machines \u201cforgetting\u201d incorrect or outdated information in real-time has been a near-impossible feat in the past, due to models being trained on static data uploads. Traditionally, unlearning would require retraining of the model.&nbsp;<\/span><\/p>\n<p><span>Indeed, when we put the question to ChatGPT for fun \u2014 can you unlearn things should they prove to be inaccurate \u2014 this is the response we received:&nbsp;<\/span><\/p>\n<p><span>\u201cAs an AI language model, I don\u2019t have the ability to \u201cunlearn\u201d information in the same way humans do.<\/span><\/p>\n<p><span>\u201cHowever, the developers and researchers at OpenAI can update and retrain the model based on new data and improvements.\u201d<\/span><\/p>\n<p><span>But Pathway says it can make revisions to certain data points without requiring a full batch data upload, akin to <span>updating the value of one cell within an Excel document. The updated cells doesn\u2019t reprocess the whole document, but just the cells dependent on it.&nbsp;<\/span><\/span><\/p>\n<p><span>One of the startup\u2019s existing clients, German logistics specialist DB Schenker, reduced the time-to-market of anomaly-detection analytics projects from three months to one hour. Meanwhile, French postal services company La Poste saw a fleet CAPEX reduction of 16%.<\/span><\/p>\n<h2>\u2018Lingua franca\u2019 for developers<\/h2>\n<p><span>Polish-French duo Stamirowska and Claire Nouet, the company\u2019s COO, founded Pathway in 2020. Thus far, the startup has raised $4.5mn (approx. \u20ac4mn) in a pre-seed round December last year, and counts 20+ employees across Europe and North America.&nbsp;<\/span><\/p>\n<p><span>The female-led deep tech startup is hoping for its system to become a \u201clingua franca\u201d of all data pipelines (stream, batch, and generative AI). Beyond cutting costs for clients, it says it is looking to democratise the ability for developers to design streaming workflows, which have typically required a specialist skill set.&nbsp;<\/span><\/p>\n<p> <a href=\"https:\/\/thenextweb.com\/news\/ai-startup-launches-fastest-data-processing-engine-market\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Paris-based and female-founded AI startup Pathway has announced the general launch of its data processing engine. Reportedly, it is up to 90x faster than existing streaming solutions, and promises to be the&#8230;<\/p>\n","protected":false},"author":1,"featured_media":13369,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts\/13368"}],"collection":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13368"}],"version-history":[{"count":0,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts\/13368\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/media\/13369"}],"wp:attachment":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}