New blog

app/projects/page.tsx

@@ -9,8 +9,8 @@ const projects = [
     title: "Graph Attention Inference of Network Topology",
     eyebrow: "MECC 2024 / Multi-Agent Systems",
     description:
-      "Inferring hidden interaction graphs from multi-agent trajectories by training attention to predict each agent's next state.",
-    status: "Paper project",
+      "A graph-attention model that recovers hidden interaction graphs from trajectory data while learning to predict the next state.",
+    status: "Published paper",
     year: "2024",
     image: graphAttentionImage,
     imageAlt: "Graph attention model architecture diagram",
@@ -20,10 +20,10 @@ const projects = [
 
 export const metadata: Metadata = {
   title: "Projects",
-  description: "Research projects and paper pages by Akshay Kolli.",
+  description: "Selected projects on world models, ML hardware, GPUs, deep learning, and the occasional multi-agent systems paper.",
   openGraph: {
     title: "Projects",
-    description: "Research projects and paper pages by Akshay Kolli.",
+    description: "Selected projects on world models, ML hardware, GPUs, deep learning, and the occasional multi-agent systems paper.",
   },
 };
 
@@ -35,10 +35,11 @@ export default function ProjectsPage() {
           <div className="space-y-4">
             <p className="eyebrow">Projects</p>
             <h1 className="max-w-[44rem] text-balance font-sans text-5xl font-medium leading-[0.96] text-ink sm:text-6xl lg:text-7xl">
-              Research pages and technical artifacts.
+              World models, GPUs, and deep learning systems.
             </h1>
             <p className="max-w-[36rem] text-[1rem] leading-8 text-muted">
-              A compact index of paper pages, experiments, and systems work.
+              Most of my current work sits around ML hardware, deep learning models,
+              and world models for RL. This topology paper is the multi-agent exception.
             </p>
           </div>
           <p className="font-mono text-[0.72rem] uppercase leading-6 text-muted-strong lg:text-right">
@@ -77,7 +78,7 @@ export default function ProjectsPage() {
                     href={project.href}
                     className="font-medium text-ink underline decoration-line-strong underline-offset-4 transition-colors hover:text-accent hover:decoration-accent"
                   >
-                    Open project
+                    Read project
                   </Link>
                   <div className="flex flex-wrap gap-3 font-mono text-[0.68rem] uppercase text-muted-strong">
                     {project.tags.map((tag) => (