{"id":10534,"date":"2024-04-24T07:57:36","date_gmt":"2024-04-24T11:57:36","guid":{"rendered":"https:\/\/ptp.cloud\/?p=10534"},"modified":"2024-06-06T17:04:06","modified_gmt":"2024-06-06T21:04:06","slug":"defining-the-rational-ai-architect-for-life-sciences","status":"publish","type":"post","link":"https:\/\/ptp.cloud\/defining-the-rational-ai-architect-for-life-sciences\/","title":{"rendered":"Defining the Rational AI Architect for Life Sciences"},"content":{"rendered":"[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;6px||0px|||&#8221; da_disable_devices=&#8221;off|off|off&#8221; global_colors_info=&#8221;{}&#8221; da_is_popup=&#8221;off&#8221; da_exit_intent=&#8221;off&#8221; da_has_close=&#8221;on&#8221; da_alt_close=&#8221;off&#8221; da_dark_close=&#8221;off&#8221; da_not_modal=&#8221;on&#8221; da_is_singular=&#8221;off&#8221; da_with_loader=&#8221;off&#8221; da_has_shadow=&#8221;on&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.25.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]\n<h2>Introduction<\/h2>\n<p>Join us in this intriguing webinar highlight as we delve into the emerging role of the Rational AI Architect. Discover the essence of this innovative position from an industry expert, as they explain the rational approach to AI architecture, contrasted against the conventional hype cycles in tech. Learn about the practical challenges and strategic thinking required to scale ambitions in smaller, less resourced teams, and how these pioneers navigate the complexities of modern software development in life sciences. Whether you&#8217;re an AI professional or just AI-curious, this video provides valuable insights into how minimal viable products and agile methodologies can be leveraged effectively to achieve ambitious technological goals. Don&#8217;t miss out on understanding how rational AI architects are shaping the future of technology in the life sciences sector!<\/p>\n<p><strong>Speakers<\/strong><br \/><a href=\"https:\/\/www.linkedin.com\/in\/john-f-conway-678b2a3\/\">John Conway<\/a> \u2013 Chief Visioneer Officer, 20\/15 Visioneers<br \/><a href=\"https:\/\/www.linkedin.com\/in\/ajeskey\/\">Aaron Jeskey<\/a> \u2013 Sr. Cloud Architect, PTP<\/p>\n<p>&nbsp;<\/p>\n<p><iframe loading=\"lazy\" title=\"Defining the Rational AI Architect and Breaking New Ground in AI and Engineering with Aaron Jeskey\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/XZ-nRW2PljE?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<h3><a href=\"https:\/\/ptp.cloud\/aws-consulting\/aws-for-life-sciences\/\">More about PTP&#8217;s CloudOps for Life Sciences!<\/a><\/h3>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text content_tablet=&#8221;<\/p>\n<p>In the ever-evolving field of Artificial Intelligence (AI), buzzwords and hype often cloud the true essence of what it takes to build robust AI systems. Amidst this, a new concept is emerging\u2014the Rational AI Architect. But what exactly does this term mean, and why is it gaining traction? Let&#8217;s explore the definition of a Rational AI Architect and what they bring to the table in AI development.<\/p>\n<h2>Defining the Rational AI Architect<\/h2>\n<p>A Rational AI Architect is someone who takes a pragmatic approach to AI development, focusing on first principles and avoiding the hype cycle. This concept arises from years of experience in building technology solutions, often with a history of working in both large corporations and smaller startups. The rational approach involves breaking away from grandiose promises and focusing on what can be achieved realistically within the given constraints.<\/p>\n<h3>The Genesis of the Rational AI Architect<\/h3>\n<p>The term %22Rational AI Architect%22 might sound new, but it&#8217;s rooted in the basic principles of software development and engineering. It emerged from the need to address the disconnect between large, established companies with vast resources and smaller, agile startups trying to achieve similar goals. In a large corporation, AI projects often have the backing of extensive IT support and infrastructure. In contrast, a startup might have a team of 15 people with ambitious goals but limited resources.<\/p>\n<p><a style=%22font-size: 14px; background-color: #ffffff;%22 href=%22https:\/\/www.linkedin.com\/in\/ajeskey\/%22><img class=%22aligncenter%22 style=%22font-size: 14px;%22 src=%22https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/04\/Aaron-Jeskey-leveraging-ai-in-life-sciences-the-rational-ai-architect-approach.jpg%22 alt=%22Professional profile of Aaron Jeskey, Sr. Cloud Architect at PTP, with a brief summary of his career in AWS solutions and leadership roles.%22 width=%22355%22 height=%22200%22 \/><\/a><\/p>\n<h3>The Rational Approach<\/h3>\n<p>The rational approach is about asking, %22What can we do today that makes a meaningful impact?%22 It involves focusing on Minimum Viable Products (MVPs) and building from the ground up, rather than aiming for massive, unrealistic milestones. This approach aligns with the concept of iteration\u2014making incremental progress through small, manageable steps.<\/p>\n<h3>Challenges of the Rational Approach<\/h3>\n<p>The Rational AI Architect&#8217;s challenge lies in managing expectations and convincing stakeholders to embrace a more measured approach. In an industry filled with overachievers and individuals with multiple PhDs, asking, %22What&#8217;s the least we can do to move the needle?%22 might seem counterintuitive. However, the rational approach emphasizes consistent, reliable progress over time.<\/p>\n<h2>Implementing Rationality in AI Development<\/h2>\n<p>To implement the rational approach, AI architects must balance innovation with practicality. This means adopting iterative development processes, such as Agile or Kanban, to deliver regular updates and improvements. The goal is to avoid large-scale failures by constantly refining and adapting the project based on real-world feedback.<\/p>\n<p>&#8221; content_phone=&#8221;<\/p>\n<p>In the ever-evolving field of Artificial Intelligence (AI), buzzwords and hype often cloud the true essence of what it takes to build robust AI systems. Amidst this, a new concept is emerging\u2014the Rational AI Architect. But what exactly does this term mean, and why is it gaining traction? Let&#8217;s explore the definition of a Rational AI Architect and what they bring to the table in AI development.<\/p>\n<h2>Defining the Rational AI Architect<\/h2>\n<p>A Rational AI Architect is someone who takes a pragmatic approach to AI development, focusing on first principles and avoiding the hype cycle. This concept arises from years of experience in building technology solutions, often with a history of working in both large corporations and smaller startups. The rational approach involves breaking away from grandiose promises and focusing on what can be achieved realistically within the given constraints.<\/p>\n<h3>The Genesis of the Rational AI Architect<\/h3>\n<p>The term %22Rational AI Architect%22 might sound new, but it&#8217;s rooted in the basic principles of software development and engineering. It emerged from the need to address the disconnect between large, established companies with vast resources and smaller, agile startups trying to achieve similar goals. In a large corporation, AI projects often have the backing of extensive IT support and infrastructure. In contrast, a startup might have a team of 15 people with ambitious goals but limited resources.<\/p>\n<p><a style=%22font-size: 14px; background-color: #ffffff;%22 href=%22https:\/\/www.linkedin.com\/in\/ajeskey\/%22><img class=%22aligncenter%22 style=%22font-size: 14px;%22 src=%22https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/04\/Aaron-Jeskey-leveraging-ai-in-life-sciences-the-rational-ai-architect-approach.jpg%22 alt=%22Professional profile of Aaron Jeskey, Sr. Cloud Architect at PTP, with a brief summary of his career in AWS solutions and leadership roles.%22 width=%22355%22 height=%22200%22 \/><\/a><\/p>\n<h3>The Rational Approach<\/h3>\n<p>The rational approach is about asking, %22What can we do today that makes a meaningful impact?%22 It involves focusing on Minimum Viable Products (MVPs) and building from the ground up, rather than aiming for massive, unrealistic milestones. This approach aligns with the concept of iteration\u2014making incremental progress through small, manageable steps.<\/p>\n<h3>Challenges of the Rational Approach<\/h3>\n<p>The Rational AI Architect&#8217;s challenge lies in managing expectations and convincing stakeholders to embrace a more measured approach. In an industry filled with overachievers and individuals with multiple PhDs, asking, %22What&#8217;s the least we can do to move the needle?%22 might seem counterintuitive. However, the rational approach emphasizes consistent, reliable progress over time.<\/p>\n<h2>Implementing Rationality in AI Development<\/h2>\n<p>To implement the rational approach, AI architects must balance innovation with practicality. This means adopting iterative development processes, such as Agile or Kanban, to deliver regular updates and improvements. The goal is to avoid large-scale failures by constantly refining and adapting the project based on real-world feedback.<\/p>\n<p>&#8221; content_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.25.1&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||2px|||&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]\n<p>In the ever-evolving field of Artificial Intelligence (AI), buzzwords and hype often cloud the true essence of what it takes to build robust AI systems. Amidst this, a new concept is emerging\u2014the Rational AI Architect. But what exactly does this term mean, and why is it gaining traction? Let&#8217;s explore the definition of a Rational AI Architect and what they bring to the table in AI development.<\/p>\n<h2>Defining the Rational AI Architect<\/h2>\n<p>A Rational AI Architect is someone who takes a pragmatic approach to AI development, focusing on first principles and avoiding the hype cycle. This concept arises from years of experience in building technology solutions, often with a history of working in both large corporations and smaller startups. The rational approach involves breaking away from grandiose promises and focusing on what can be achieved realistically within the given constraints.<\/p>\n<h3>The Genesis of the Rational AI Architect<\/h3>\n<p>The term &#8220;Rational AI Architect&#8221; might sound new, but it&#8217;s rooted in the basic principles of software development and engineering. It emerged from the need to address the disconnect between large, established companies with vast resources and smaller, agile startups trying to achieve similar goals. In a large corporation, AI projects often have the backing of extensive IT support and infrastructure. In contrast, a startup might have a team of 15 people with ambitious goals but limited resources.<\/p>\n<p><a style=\"font-size: 14px; background-color: #ffffff;\" href=\"https:\/\/www.linkedin.com\/in\/ajeskey\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft\" style=\"font-size: 14px;\" src=\"https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/04\/Aaron-Jeskey-leveraging-ai-in-life-sciences-the-rational-ai-architect-approach.jpg\" alt=\"Professional profile of Aaron Jeskey, Sr. Cloud Architect at PTP, with a brief summary of his career in AWS solutions and leadership roles.\" width=\"355\" height=\"200\" \/><\/a><\/p>\n<h3>The Rational Approach<\/h3>\n<p>The rational approach is about asking, &#8220;What can we do today that makes a meaningful impact?&#8221; It involves focusing on Minimum Viable Products (MVPs) and building from the ground up, rather than aiming for massive, unrealistic milestones. This approach aligns with the concept of iteration\u2014making incremental progress through small, manageable steps.<\/p>\n<h3>Challenges of the Rational Approach<\/h3>\n<p>The Rational AI Architect&#8217;s challenge lies in managing expectations and convincing stakeholders to embrace a more measured approach. In an industry filled with overachievers and individuals with multiple PhDs, asking, &#8220;What&#8217;s the least we can do to move the needle?&#8221; might seem counterintuitive. However, the rational approach emphasizes consistent, reliable progress over time.<\/p>\n<h2>Implementing Rationality in AI Development<\/h2>\n<p>To implement the rational approach, AI architects must balance innovation with practicality. This means adopting iterative development processes, such as Agile or Kanban, to deliver regular updates and improvements. The goal is to avoid large-scale failures by constantly refining and adapting the project based on real-world feedback.<\/p>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;3_4,1_4&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px|||||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;3_4&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]\n<div class=\"et_pb_text_inner\">\n<div data-shortcode-id=\"0.1.0.0-1714010125657\" data-quickaccess-editable=\"yes\" class=\"et-fb-popover-tinymce\">\n<div class=\"mce-content-body\" contenteditable=\"true\" style=\"position: relative;\">\n<p><span style=\"font-size: 14px;\">\u00a0<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"et-fb-mousetrap et-fb-mousetrap--module et-fb-mousetrap-move\" style=\"background: 0px center; pointer-events: none; top: -12.4167px; bottom: 0px;\"><\/div>\n<h3>The Importance of Avoiding Hype<\/h3>\n<p>A key aspect of the Rational AI Architect&#8217;s role is to avoid getting caught up in the hype cycle. This involves resisting the urge to pursue flashy solutions that may not align with the organization&#8217;s capabilities or long-term goals. Instead, the focus is on building sustainable, scalable AI systems that deliver tangible results.<\/p>\n<h2>Conclusion<\/h2>\n<p>The Rational AI Architect represents a new breed of AI professionals who prioritize practicality and long-term success over hype and unrealistic expectations. By breaking down complex problems into manageable components and focusing on first principles, these architects can guide organizations toward building AI solutions that stand the test of time. In a world where technology often seems easy, the Rational AI Architect reminds us that real progress comes from thoughtful, consistent effort.<\/p>\n[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ptp.cloud\/wp-content\/uploads\/2024\/03\/Scientific-Data-Management-Best-Practices-to-Achieve-RD-Operational-Excellence.jpg&#8221; _builder_version=&#8221;4.25.1&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;50px|||||&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; max_width=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; sticky_enabled=&#8221;0&#8243; align_last_edited=&#8221;on|tablet&#8221; align_tablet=&#8221;center&#8221; max_width_tablet=&#8221;47%&#8221; max_width_phone=&#8221;75%&#8221; align_phone=&#8221;center&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; module_alignment=&#8221;center&#8221; custom_padding=&#8221;|0px||0px|false|true&#8221; custom_padding_tablet=&#8221;|146px||146px|false|true&#8221; custom_padding_phone=&#8221;|50px||50px|false|true&#8221; custom_padding_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;]\n<p style=\"text-align: center;\"><em><strong>Download the latest white paper on<\/strong><\/em><em><strong><a href=\"https:\/\/ptp.cloud\/scientific-data-management-best-practices-to-achieve-rd-operational-excellence\/\"> Scientific Data Management: Best Practices to Achieve R&amp;D Operational Excellence<\/a><\/strong><\/em><\/p>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<p>Explore the innovative role of the Rational AI Architect in the life sciences industry with insights from Aaron Jeskey, Senior Cloud Architect at PTP. Learn how advancements in AI and engineering are breaking new ground and transforming the way we approach scientific research and development. Discover more at PTP&#8217;s blog post.<\/p>\n","protected":false},"author":2,"featured_media":10609,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"Join us in this intriguing webinar highlight as we delve into the emerging role of the Rational AI Architect. Discover the essence of this innovative position from an industry expert, as they explain the rational approach to AI architecture, contrasted against the conventional hype cycles in tech. Learn about the practical challenges and strategic thinking required to scale ambitions in smaller, less resourced teams, and how these pioneers navigate the complexities of modern software development in life sciences. Whether you're an AI professional or just AI-curious, this video provides valuable insights into how minimal viable products and agile methodologies can be leveraged effectively to achieve ambitious technological goals. Don't miss out on understanding how rational AI architects are shaping the future of technology in the life sciences sector!\r\n\r\nSpeakers\r\n<a href=\"https:\/\/www.linkedin.com\/in\/john-f-conway-678b2a3\/\">John Conway<\/a> \u2013 Chief Visioneer Officer, 20\/15 Visioneers\r\n<a href=\"https:\/\/www.linkedin.com\/in\/ajeskey\/\">Aaron Jeskey<\/a> \u2013 Sr. Cloud Architect, PTP\r\n\r\n\u00a0\r\n\r\n[embed]https:\/\/youtu.be\/XZ-nRW2PljE[\/embed]\r\n\r\n\u00a0\r\n<h3><a href=\"https:\/\/ptp.cloud\/aws-consulting\/aws-for-life-sciences\/\">More about PTP's CloudOps for Life Sciences!<\/a><\/h3>","_et_gb_content_width":"","content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[12,9,83,15],"tags":[],"table_tags":[],"class_list":["post-10534","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws-for-life-sciences-archive","category-cloudops-archive","category-learning-videos-archive","category-webinars-archive"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.1.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Defining the Rational AI Architect for Life Sciences | PTP News<\/title>\n<meta name=\"description\" content=\"Join us in this intriguing webinar highlight as we delve into the emerging role of the Rational AI Architect. 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