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    <title>The Lambda deep learning blog</title>
    <link>https://lambda.com/blog</link>
    <description>The Lambda deep learning blog</description>
    <language>en</language>
    <pubDate>Wed, 04 Nov 2026 19:45:57 GMT</pubDate>
    <dc:date>2026-11-04T19:45:57Z</dc:date>
    <dc:language>en</dc:language>
    <item>
      <title>Introducing identity and access management for Lambda Cloud</title>
      <link>https://lambda.com/blog/lambda-cloud-iam-rbac</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-cloud-iam-rbac" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog-image_introducing-IAM_1600x860px.png" alt="Introducing identity and access management for Lambda Cloud" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;em&gt;Role-based access control for your GPU cloud: roles, groups, and service identities are now in the Lambda Cloud console.&lt;/em&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-cloud-iam-rbac" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog-image_introducing-IAM_1600x860px.png" alt="Introducing identity and access management for Lambda Cloud" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;em&gt;Role-based access control for your GPU cloud: roles, groups, and service identities are now in the Lambda Cloud console.&lt;/em&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Flambda-cloud-iam-rbac&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>lambda cloud</category>
      <category>Security</category>
      <category>access control</category>
      <category>IAM</category>
      <category>RBAC</category>
      <category>identity and access management</category>
      <category>service identities</category>
      <category>API keys</category>
      <category>role-based access control</category>
      <category>product updates</category>
      <pubDate>Wed, 04 Nov 2026 19:45:57 GMT</pubDate>
      <guid>https://lambda.com/blog/lambda-cloud-iam-rbac</guid>
      <dc:date>2026-11-04T19:45:57Z</dc:date>
      <dc:creator>Lambda</dc:creator>
    </item>
    <item>
      <title>Lambda to build new data center in Lowndes County, Alabama, investing more than $33 billion in state</title>
      <link>https://lambda.com/blog/lambda-to-invest-33-billion-in-alabama-with-new-data-center</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-to-invest-33-billion-in-alabama-with-new-data-center" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog_data-center-lowndes-county-alabama_1600x860.png" alt="Lambda to invest $33B in Alabama with new data center" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="line-height: 1.2; text-align: center;"&gt;&lt;em&gt;&lt;span&gt;The project is expected to generate billions in tax revenue for local schools and the community, create more than 1,000 construction jobs, and support local water conservation&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-to-invest-33-billion-in-alabama-with-new-data-center" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog_data-center-lowndes-county-alabama_1600x860.png" alt="Lambda to invest $33B in Alabama with new data center" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="line-height: 1.2; text-align: center;"&gt;&lt;em&gt;&lt;span&gt;The project is expected to generate billions in tax revenue for local schools and the community, create more than 1,000 construction jobs, and support local water conservation&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Flambda-to-invest-33-billion-in-alabama-with-new-data-center&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>infrastructure</category>
      <category>company</category>
      <category>data center</category>
      <category>hyperscale</category>
      <category>AI infrastructure</category>
      <category>data centers</category>
      <category>ai campus</category>
      <pubDate>Wed, 04 Nov 2026 15:02:39 GMT</pubDate>
      <guid>https://lambda.com/blog/lambda-to-invest-33-billion-in-alabama-with-new-data-center</guid>
      <dc:date>2026-11-04T15:02:39Z</dc:date>
      <dc:creator>Lambda</dc:creator>
    </item>
    <item>
      <title>What Lambda is building with NVIDIA at GTC Berlin 2026</title>
      <link>https://lambda.com/blog/lambda-with-nvidia-at-gtc-berlin-2026</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-with-nvidia-at-gtc-berlin-2026" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog-image_GTC-Berlin-blog-post_1600x860px%20(1).png" alt="What Lambda is building with NVIDIA at GTC Berlin 2026" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;Lambda is joining the AI ecosystem at NVIDIA GTC Berlin 2026 around a shared set of priorities: making AI safer, more secure, and more efficient to run at scale.&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-with-nvidia-at-gtc-berlin-2026" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog-image_GTC-Berlin-blog-post_1600x860px%20(1).png" alt="What Lambda is building with NVIDIA at GTC Berlin 2026" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;Lambda is joining the AI ecosystem at NVIDIA GTC Berlin 2026 around a shared set of priorities: making AI safer, more secure, and more efficient to run at scale.&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Flambda-with-nvidia-at-gtc-berlin-2026&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>NVIDIA GTC</category>
      <category>Blackwell</category>
      <category>Security</category>
      <category>AI infrastructure</category>
      <category>open source</category>
      <category>AI agents</category>
      <category>Agents</category>
      <category>AI agent security</category>
      <category>data centers</category>
      <category>NVIDIA DSX</category>
      <category>OpenShell</category>
      <category>Confidential Computing</category>
      <category>NVIDIA MaxLPS</category>
      <category>NVIDIA Nemotron</category>
      <pubDate>Wed, 21 Oct 2026 11:20:47 GMT</pubDate>
      <guid>https://lambda.com/blog/lambda-with-nvidia-at-gtc-berlin-2026</guid>
      <dc:date>2026-10-21T11:20:47Z</dc:date>
      <dc:creator>Lambda</dc:creator>
    </item>
    <item>
      <title>Lambda to integrate open-source NVIDIA Run:ai with its Managed Kubernetes Service</title>
      <link>https://lambda.com/blog/runai-on-lambda-kubernetes-service</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/runai-on-lambda-kubernetes-service" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/NVIDIA%20Run_ai%20open%20source%20announcement%20-%20Blog%20Grid%20-%201600x860.png" alt="Lambda blog header for 'Run:ai open source comes to Lambda Kubernetes Service,' showing an isometric grid of GPU capacity blocks in blue, orange, and white with utilization percentages (9%, 14%, 38%, 39%) labeled along the edges." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;strong&gt;&lt;span&gt;We welcome NVIDIA's decision to release NVIDIA Run:ai as open source, and we're working to make it a first-class option on Lambda Kubernetes Service (LKS).&lt;/span&gt;&lt;/strong&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/runai-on-lambda-kubernetes-service" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/NVIDIA%20Run_ai%20open%20source%20announcement%20-%20Blog%20Grid%20-%201600x860.png" alt="Lambda blog header for 'Run:ai open source comes to Lambda Kubernetes Service,' showing an isometric grid of GPU capacity blocks in blue, orange, and white with utilization percentages (9%, 14%, 38%, 39%) labeled along the edges." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;strong&gt;&lt;span&gt;We welcome NVIDIA's decision to release NVIDIA Run:ai as open source, and we're working to make it a first-class option on Lambda Kubernetes Service (LKS).&lt;/span&gt;&lt;/strong&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Frunai-on-lambda-kubernetes-service&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>kubernetes</category>
      <category>KAI scheduler</category>
      <category>GPU scheduling</category>
      <category>Lambda Kubernetes Service</category>
      <category>managed Kubernetes</category>
      <category>NVIDIA Run:ai</category>
      <category>GPU sharing</category>
      <category>cloud native AI infrastructure</category>
      <pubDate>Tue, 13 Oct 2026 14:32:00 GMT</pubDate>
      <guid>https://lambda.com/blog/runai-on-lambda-kubernetes-service</guid>
      <dc:date>2026-10-13T14:32:00Z</dc:date>
      <dc:creator>Lambda</dc:creator>
    </item>
    <item>
      <title>ReLearn at CVPR 2026: can AI still learn from humans?</title>
      <link>https://lambda.com/blog/relearn-cvpr-2026</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/relearn-cvpr-2026" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/lambda-blog_insights-from-cvpr-2026-relearn-workshop-1.png" alt="Lambda blog header reading &amp;quot;Insights from CVPR 2026 ReLearn Workshop&amp;quot; in black text on cream highlight bars, beside a dotted funnel-shaped wireframe with an upward arrow on a black background." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;AI has advanced fast by scaling models, data, and compute. As foundation models get more capable, an old question is coming back...&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/relearn-cvpr-2026" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/lambda-blog_insights-from-cvpr-2026-relearn-workshop-1.png" alt="Lambda blog header reading &amp;quot;Insights from CVPR 2026 ReLearn Workshop&amp;quot; in black text on cream highlight bars, beside a dotted funnel-shaped wireframe with an upward arrow on a black background." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;AI has advanced fast by scaling models, data, and compute. As foundation models get more capable, an old question is coming back...&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Frelearn-cvpr-2026&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>research</category>
      <category>physical AI</category>
      <category>computer vision</category>
      <category>CVPR 2026</category>
      <category>events</category>
      <pubDate>Wed, 07 Oct 2026 22:14:56 GMT</pubDate>
      <guid>https://lambda.com/blog/relearn-cvpr-2026</guid>
      <dc:date>2026-10-07T22:14:56Z</dc:date>
      <dc:creator>Jianwen Xie</dc:creator>
    </item>
    <item>
      <title>Lambda closes $1 billion senior secured fixed rate financing</title>
      <link>https://lambda.com/blog/lambda-closes-1-billion-senior-secured-fixed-rate-financing</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-closes-1-billion-senior-secured-fixed-rate-financing" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/lambda_blog_fiji-funding_1600x860%20(1).png" alt="Lambda closes $1 billion senior secured fixed rate financing" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="text-align: left;"&gt;&lt;em&gt;&lt;span&gt;Marks Lambda’s first $1 billion-plus institutional debt financing marketed to insurance companies &lt;/span&gt;&lt;/em&gt;&lt;em&gt;&lt;span&gt;and fixed income investors, and second institutional credit facility, expanding &lt;/span&gt;&lt;/em&gt;&lt;em&gt;&lt;span&gt;access to capital to support committed AI infrastructure deployments&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/lambda-closes-1-billion-senior-secured-fixed-rate-financing" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/lambda_blog_fiji-funding_1600x860%20(1).png" alt="Lambda closes $1 billion senior secured fixed rate financing" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="text-align: left;"&gt;&lt;em&gt;&lt;span&gt;Marks Lambda’s first $1 billion-plus institutional debt financing marketed to insurance companies &lt;/span&gt;&lt;/em&gt;&lt;em&gt;&lt;span&gt;and fixed income investors, and second institutional credit facility, expanding &lt;/span&gt;&lt;/em&gt;&lt;em&gt;&lt;span&gt;access to capital to support committed AI infrastructure deployments&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Flambda-closes-1-billion-senior-secured-fixed-rate-financing&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>announcements</category>
      <category>company</category>
      <category>superintelligence</category>
      <category>AI infrastructure</category>
      <category>GPU infrastructure</category>
      <category>financing</category>
      <pubDate>Thu, 01 Oct 2026 23:08:14 GMT</pubDate>
      <guid>https://lambda.com/blog/lambda-closes-1-billion-senior-secured-fixed-rate-financing</guid>
      <dc:date>2026-10-01T23:08:14Z</dc:date>
      <dc:creator>Lambda</dc:creator>
    </item>
    <item>
      <title>From world models to active agents: the next step for physical AI</title>
      <link>https://lambda.com/blog/world-models-active-agents-physical-ai</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/world-models-active-agents-physical-ai" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/WMAS%20@%20CVPR%202026%20-%20Blog%20Grid%20-%201600x860.png" alt="Lambda blog card on black: &amp;quot;Insights from CVPR 2026 WMAS,&amp;quot; with a CVPR 2026 Denver badge and overlapping bell-curve graphs in the background." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;Generative AI has made remarkable progress in creating increasingly realistic representations of the world. Image models can synthesize photorealistic scenes, video models can generate complex dynamics over time, and emerging world models are beginning to capture geometry, motion, and interaction.&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/world-models-active-agents-physical-ai" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/WMAS%20@%20CVPR%202026%20-%20Blog%20Grid%20-%201600x860.png" alt="Lambda blog card on black: &amp;quot;Insights from CVPR 2026 WMAS,&amp;quot; with a CVPR 2026 Denver badge and overlapping bell-curve graphs in the background." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;Generative AI has made remarkable progress in creating increasingly realistic representations of the world. Image models can synthesize photorealistic scenes, video models can generate complex dynamics over time, and emerging world models are beginning to capture geometry, motion, and interaction.&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Fworld-models-active-agents-physical-ai&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>physical AI</category>
      <category>world models</category>
      <category>embodied AI</category>
      <category>CVPR 2026</category>
      <category>robotics</category>
      <category>active sensing</category>
      <category>closed-loop planning</category>
      <pubDate>Thu, 01 Oct 2026 22:37:02 GMT</pubDate>
      <guid>https://lambda.com/blog/world-models-active-agents-physical-ai</guid>
      <dc:date>2026-10-01T22:37:02Z</dc:date>
      <dc:creator>Jianwen Xie</dc:creator>
    </item>
    <item>
      <title>Open Jarvis: making local LLMs work as agents</title>
      <link>https://lambda.com/blog/open-jarvis-local-llm-agents</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/open-jarvis-local-llm-agents" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/image%20(1)-1.png" alt="Lambda header image with the title &amp;quot;Open Jarvis: making local LLMs work as agents&amp;quot; beside a line-and-circle graphic." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="line-height: 1.2;"&gt;&lt;strong&gt;&lt;span&gt;Running an open-weight model is only half the job. The other half is the harness: what tells the model what to do, which tools it can use, and how to learn from its mistakes.&lt;/span&gt;&lt;/strong&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/open-jarvis-local-llm-agents" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/image%20(1)-1.png" alt="Lambda header image with the title &amp;quot;Open Jarvis: making local LLMs work as agents&amp;quot; beside a line-and-circle graphic." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="line-height: 1.2;"&gt;&lt;strong&gt;&lt;span&gt;Running an open-weight model is only half the job. The other half is the harness: what tells the model what to do, which tools it can use, and how to learn from its mistakes.&lt;/span&gt;&lt;/strong&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Fopen-jarvis-local-llm-agents&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>agentic AI</category>
      <category>open-weight models</category>
      <category>LLM agents</category>
      <category>agent harness</category>
      <category>local inference</category>
      <category>Kimi K2.6</category>
      <category>PinchBench</category>
      <category>Lambda GPU cloud</category>
      <pubDate>Wed, 30 Sep 2026 14:49:50 GMT</pubDate>
      <author>caia.costello@lambdal.com (Caia Costello)</author>
      <guid>https://lambda.com/blog/open-jarvis-local-llm-agents</guid>
      <dc:date>2026-09-30T14:49:50Z</dc:date>
    </item>
    <item>
      <title>Lambda to build new data center in Mayes County, Oklahoma, generating half a billion dollars in tax revenue over next decade</title>
      <link>https://lambda.com/blog/new-lambda-data-center-in-oklahoma</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/new-lambda-data-center-in-oklahoma" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog_data-center-mayes-county-oklahoma_1600x860%20(1).png" alt="New Lambda data center in Oklahoma to generate $500M in tax revenue" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="line-height: 1.2; text-align: center;"&gt;&lt;em&gt;&lt;span&gt;Facility will be built in MidAmerica Industrial Park &amp;amp; deploy closed-loop cooling technology to preserve and recycle water; all energy costs paid in compliance with Oklahoma’s ratepayer protections&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/new-lambda-data-center-in-oklahoma" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog_data-center-mayes-county-oklahoma_1600x860%20(1).png" alt="New Lambda data center in Oklahoma to generate $500M in tax revenue" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p style="line-height: 1.2; text-align: center;"&gt;&lt;em&gt;&lt;span&gt;Facility will be built in MidAmerica Industrial Park &amp;amp; deploy closed-loop cooling technology to preserve and recycle water; all energy costs paid in compliance with Oklahoma’s ratepayer protections&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Fnew-lambda-data-center-in-oklahoma&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>announcements</category>
      <category>company</category>
      <category>data center</category>
      <category>superintelligence</category>
      <category>AI infrastructure</category>
      <category>data centers</category>
      <pubDate>Sun, 27 Sep 2026 14:01:36 GMT</pubDate>
      <guid>https://lambda.com/blog/new-lambda-data-center-in-oklahoma</guid>
      <dc:date>2026-09-27T14:01:36Z</dc:date>
      <dc:creator>Lambda</dc:creator>
    </item>
    <item>
      <title>Building multimodal models for spatial reasoning</title>
      <link>https://lambda.com/blog/cvp-spatial-reasoning</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/cvp-spatial-reasoning" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog_building-multimodal-models_1600x860.png" alt="Isometric 3D shapes, a box, cylinder, and pyramid, floating above a dark grid floor with glitch-style outlines, and the Lambda logo and blog title overlaid." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;h2&gt;&lt;strong&gt;What is spatial reasoning?&lt;/strong&gt;&lt;/h2&gt; 
&lt;p&gt;AI is moving beyond the digital world. The next generation of AI systems needs to understand and interact with physical environments, from robots to autonomous systems navigating complex spaces.&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://lambda.com/blog/cvp-spatial-reasoning" title="" class="hs-featured-image-link"&gt; &lt;img src="https://lambda.com/hubfs/Lambda_blog_building-multimodal-models_1600x860.png" alt="Isometric 3D shapes, a box, cylinder, and pyramid, floating above a dark grid floor with glitch-style outlines, and the Lambda logo and blog title overlaid." class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;h2&gt;&lt;strong&gt;What is spatial reasoning?&lt;/strong&gt;&lt;/h2&gt; 
&lt;p&gt;AI is moving beyond the digital world. The next generation of AI systems needs to understand and interact with physical environments, from robots to autonomous systems navigating complex spaces.&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=21998649&amp;amp;k=14&amp;amp;r=https%3A%2F%2Flambda.com%2Fblog%2Fcvp-spatial-reasoning&amp;amp;bu=https%253A%252F%252Flambda.com%252Fblog&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>physical AI</category>
      <category>computer vision</category>
      <category>3D scene understanding</category>
      <category>multimodal models</category>
      <category>vision-language models</category>
      <category>computer vision research</category>
      <category>spacial reasoning</category>
      <pubDate>Thu, 24 Sep 2026 19:58:32 GMT</pubDate>
      <guid>https://lambda.com/blog/cvp-spatial-reasoning</guid>
      <dc:date>2026-09-24T19:58:32Z</dc:date>
      <dc:creator>Jianwen Xie</dc:creator>
    </item>
  </channel>
</rss>
