Merge pull request #31 from ScalingIntelligence/tanvir_dev

Add Weaver Blog

Author: jonsaadfalcon

_blogs/weaver.md

@@ -0,0 +1,49 @@
+---
+title: 'Weaver: Shrinking the Generation-Verification Gap with Weak Verifiers'
+authors:
+  - key: jonsaadfalcon
+    equal: true
+    affiliation: Stanford
+  - name: E. Kelly Buchanan
+    equal: true
+    affiliation: Stanford University
+  - name: Mayee F. Chen
+    equal: true
+    affiliation: Stanford University
+  - name: Tzu-Heng Huang
+    affiliation: University of Wisconsin-Madison
+  - key: brendanmclaughlin
+  - key: tanvirbhathal
+  - name: Shang Zhu
+    affiliation: Together AI
+  - name: Ben Athiwaratkun
+    affiliation: Together AI
+  - name: Frederic Sala
+    affiliation: University of Wisconsin-Madison
+  - name: Scott Linderman
+    affiliation: Stanford University
+  - key: azaliamirhoseini
+    affiliation: Stanford University
+  - name: Christopher Ré
+    affiliation: Stanford University
+venue: preprint
+year: 2025
+date: 2025-06-24
+has_pdf: true
+redirect: https://hazyresearch.stanford.edu/blog/2025-06-18-weaver
+doi: 10.48550/arXiv.2506.18203
+tags:
+  - machine learning
+  - generative ai
+teaser: Weaver boosts language model performance by intelligently combining weak verifiers using weak supervision, achieving near-oracle accuracy with drastically reduced compute.
+materials:
+  - name: Paper
+    url: https://arxiv.org/abs/2506.18203
+    type: file-pdf
+  - name: Codebase
+    url: https://github.com/HazyResearch/scaling-verification
+    type: code
+  - name: Datasets and Models
+    url: https://huggingface.co/collections/hazyresearch/weaver-683798010b39c9653ddb9bd8
+    type: database
+---

_pubs/weaver.md

@@ -12,8 +12,7 @@ authors:
     affiliation: Stanford University
   - name: Tzu-Heng Huang
     affiliation: University of Wisconsin-Madison
-  - name: Brendan McLaughlin
-    affiliation: Stanford University
+  - key: brendanmclaughlin
   - key: tanvirbhathal
   - name: Shang Zhu
     affiliation: Together AI

blogs/index.md

@@ -6,7 +6,7 @@ layout: page
   <div id="content" class="pure-u-1 pure-u-md-3-4">
     <h1 class="title">Blogs</h1>
 
-    {% assign blogYears = site.blogs | group_by:"year" | sort: "date" | reverse %}
+    {% assign blogYears = site.blogs | group_by:"year" | sort: "date" %}
     {% for year in blogYears %}
       <div id="year-{{year.name}}" class="year pure-g">
         <div class="pure-u-1-3 pure-u-md-1-5"></div>
@@ -17,7 +17,13 @@ layout: page
 
       {% assign blogs = year.items | sort: 'date' | reverse %}
       {% for blog in blogs %}
-        {% assign url = blog.url | relative_url | replace: 'index.html', '' | default: blog.external_url %}
+        {% if blog.redirect %}
+          {% assign url = blog.redirect %}
+        {% elsif blog.external_url %}
+          {% assign url = blog.external_url %}
+        {% else %}
+          {% assign url = blog.url | relative_url | replace: 'index.html', '' %}
+        {% endif %}
         <div id="{{blog.slug}}" class="blog pure-g" data-blog='{{ blog | jsonify_blog }}'>
           <div class="thumbnail pure-u-1-3 pure-u-md-1-5">
             <a href="{{url}}">