diff --git a/website/src/content/products/index.mdx b/website/src/content/products/index.mdx
index 5c34c1165..3dab3e086 100644
--- a/website/src/content/products/index.mdx
+++ b/website/src/content/products/index.mdx
@@ -71,7 +71,7 @@ We train our models in public. Check the [models page](./models/jan-v1) to see:
 - Failed runs and what went wrong
 - Models in testing before release
 
-No black box. No "trust us, it's good." Watch the entire process from dataset to deployment.
+No "trust us, it's good." Watch the entire process from dataset to deployment.
 
 ### Help Evaluate Our Models
 Every model needs real-world testing. Join our open evaluation platform where you can:
@@ -84,6 +84,25 @@ Think LMArena, but you can see all the data, run your own evals, and directly in
 
 [Test/evaluate our models here](link)
 
+### Our Models Training Right Now
+
+We don't just talk about open development. Here's what's actually happening:
+
+| Model | Progress | Status | Details |
+|:------|:---------|:-------|:--------|
+| **Jan-Search-7B** | ████████░░ 82% | Testing | [View run](/) • 2.1M steps • ETA 3 days |
+| **Jan-Write-13B** | ████░░░░░░ 41% | Training | [View run](/) • 980K steps • On track |
+| **Jan-Analyze-13B** | ████████░░ ~~67%~~ | Failed | [View logs](/) • OOM at step 1.5M • Restarting |
+
+These are our actual models training on our hardware in our Singapore office. Click any run to see:
+- Live loss curves
+- Training datasets
+- Evaluation metrics
+- Even our failures
+
+[Watch live training →](/train)
+
+
 ## Get Involved
 
 We build in public. Everything from our model training to our product roadmap is open.
diff --git a/website/src/content/products/platforms/desktop.mdx b/website/src/content/products/platforms/desktop.mdx
index b77cf9c72..31e7b059f 100644
--- a/website/src/content/products/platforms/desktop.mdx
+++ b/website/src/content/products/platforms/desktop.mdx
@@ -6,12 +6,14 @@ sidebar:
 ---
 import { Aside, Card, CardGrid, Tabs, TabItem } from '@astrojs/starlight/components';
 
-Jan Desktop is your local AI workstation. Download it, run your own models, or connect to cloud providers. Your computer, your choice.
+Jan Desktop is your local AI workstation. Download it, run your own models, or connect to
+cloud providers. Your computer, your choice.
 
 ## How It Works
 
 ### Default: Local Mode
-Open Jan. Start chatting with Jan Nano. No internet, no account, no API keys. Your conversations never leave your machine.
+Open Jan. Start chatting with Jan Nano. No internet, no account, no API keys. Your conversations
+never leave your machine.
 
 ### Optional: Cloud Mode
 Need more power? Connect to:
@@ -20,23 +22,28 @@ Need more power? Connect to:
 - Any OpenAI-compatible API
 
 <Aside type="caution">
-**Current limitation**: You need to download a model first (2-4GB). We're embedding Jan Nano in the app to fix this.
+**Current limitation**: You need to download a model first (2-4GB). We're embedding Jan Nano
+in the app to fix this.
 </Aside>
 
 ## Why Desktop First
 
-Your desktop has the GPU, storage, and memory to run real AI models. Not toy versions. Not demos. The same models that power ChatGPT-scale applications.
+Your desktop has the GPU, storage, and memory to run real AI models. Not toy versions. Not
+demos. The same models that power ChatGPT-scale applications.
 
-More importantly: it becomes the hub for your other devices. Your phone connects to your desktop. Your team connects to your desktop. Everything stays in your control.
+More importantly: it becomes the hub for your other devices. Your phone connects to your
+desktop. Your team connects to your desktop. Everything stays in your control.
 
 ## Specifications
 
 <CardGrid>
-  <Card title="Storage" icon="folder">
-    Everything in `~/jan`. Your data, your models, your configuration. Back it up, move it, delete it - it's just files.
+  <Card title="Storage" icon="list-format">
+    Everything in `~/.local/share/jan`. Your data, your models, your configuration. Back it up, move it, delete
+    it - it's just files.
   </Card>
-  <Card title="API Server" icon="code">
-    OpenAI-compatible API at `localhost:1337`. Any tool that works with OpenAI works with Jan. No code changes.
+  <Card title="API Server" icon="forward-slash">
+    OpenAI-compatible API at `localhost:1337`. Any tool that works with OpenAI works with Jan. No
+    code changes.
   </Card>
   <Card title="GPU Support" icon="rocket">
     NVIDIA CUDA acceleration out of the box. Automatically detects and uses available GPUs. CPU fallback always works.