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	<title>AIandJobs &#8211; GeneTech</title>
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		<title>Buisness Insider: The House Use Robot Is Coming, Meet the AI Breakthrough Called Helix</title>
		<link>https://genetech.com.my/buisness-insider-the-house-use-robot-is-coming-meet-the-ai-breakthrough-called-helix/</link>
		
		<dc:creator><![CDATA[Genetech]]></dc:creator>
		<pubDate>Fri, 21 Feb 2025 07:15:11 +0000</pubDate>
				<category><![CDATA[AI robot]]></category>
		<category><![CDATA[home assistance]]></category>
		<category><![CDATA[Robot Application]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[AI technology]]></category>
		<category><![CDATA[AIandJobs]]></category>
		<category><![CDATA[FutureTechnology]]></category>
		<category><![CDATA[kitchen robot]]></category>
		<category><![CDATA[limb robot]]></category>
		<category><![CDATA[WorkforceTransformation]]></category>
		<guid isPermaLink="false">https://genetech.com.my/?p=7782</guid>

					<description><![CDATA[In a groundbreaking development, Helix introduces a first-of-its-kind &#8220;System 1, System 2&#8221; Visual Language Architecture (VLA) designed to enable high-rate, dexterous control of humanoid robots&#8217; upper bodies. Unlike previous models, which face a critical tradeoff between generality and speed, Helix offers a solution through its innovative dual-system approach. The Problem with Previous Models: Earlier robotic [&#8230;]]]></description>
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<h2 class="wp-block-heading"> In a groundbreaking development, Helix introduces a first-of-its-kind &#8220;System 1, System 2&#8221; Visual Language Architecture (VLA) designed to enable high-rate, dexterous control of humanoid robots&#8217; upper bodies. Unlike previous models, which face a critical tradeoff between generality and speed, Helix offers a solution through its innovative dual-system approach.  <strong>The Problem with Previous Models:</strong> Earlier robotic systems had to choose between versatility and quick execution. While Vision-Language Models (VLMs) offered generalization capabilities, they operated at slower speeds, limiting their real-time adaptability. On the other hand, reactive visuomotor policies, though fast, lacked the ability to generalize across different objects and contexts.  <strong>The Helix Solution:</strong> Helix resolves this challenge with two complementary systems, trained to work together seamlessly: </h2>



<ul class="wp-block-list"><li><strong>System 2 (S2):</strong> An internet-pretrained VLM operating at 7-9 Hz, which provides broad scene understanding and language comprehension. This system allows the robot to generalize across various objects and contexts, helping it plan high-level goals.</li><li><strong>System 1 (S1):</strong> A fast-reactive visuomotor policy running at 200 Hz, which takes the semantic representations from S2 and translates them into precise, real-time robot actions.</li></ul>



<h2 class="wp-block-heading"> This decoupled architecture allows each system to operate optimally, with S2 handling complex, slow-thinking tasks, while S1 executes quick actions in real-time. For example, in collaborative settings, S1 can dynamically adjust to a partner robot’s movements while staying aligned with the high-level objectives set by S2, ensuring a smooth and adaptive interaction. </h2>



<h2 class="wp-block-heading"> Helix sets a new standard for advanced robotics, merging the strengths of generalization and speed into a unified system capable of performing complex tasks with dexterity and precision. </h2>



<center><iframe width="815" height="480" src="https://videos.ctfassets.net/qx5k8y1u9drj/2a4YQTPs9dnzYKWZQ6c2ni/78812ae00c3232d684e6e5e7ef748a36/VLA_Full_Quality_MASTER_21925A.mp4" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen=""></iframe></center>



<h2>To further know more about this  onboard<a href="https://www.figure.ai/news/helix" style="color:red ; font-size:30px"> embedded low-power-consumption GPU</a> robot.</h2>
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