<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Jash Uganandan | Intelligent Systems Lab @ PITT</title><link>https://pittisl.github.io/author/jash-uganandan/</link><atom:link href="https://pittisl.github.io/author/jash-uganandan/index.xml" rel="self" type="application/rss+xml"/><description>Jash Uganandan</description><generator>Wowchemy (https://wowchemy.com)</generator><language>en-us</language><lastBuildDate>Fri, 23 Oct 2026 00:00:00 +0000</lastBuildDate><image><url>https://pittisl.github.io/media/icon_hu_a4e614adb257c112.png</url><title>Jash Uganandan</title><link>https://pittisl.github.io/author/jash-uganandan/</link></image><item><title>Demo: MobileClaw: A Notification-Driven, Human-Gated Mobile LLM Agent</title><link>https://pittisl.github.io/publication/2026-mobileclaw/</link><pubDate>Fri, 23 Oct 2026 00:00:00 +0000</pubDate><guid>https://pittisl.github.io/publication/2026-mobileclaw/</guid><description>&lt;h2 id="an-agent-workspace-on-your-phone">An agent workspace on your phone&lt;/h2>
&lt;p>MobileClaw is an open-source Android research prototype that connects an LLM to
the phone&amp;rsquo;s notification channel. Incoming notifications can initiate assistance,
and interactive chat uses the same conversations, memory and local resource
lookup. The phone coordinates the agent loop and executes supported operations
through notification actions, Android APIs and AppFunctions exposed by cooperating
apps, with user confirmation by default for outward actions.&lt;/p>
&lt;p>The model service is configurable: use a cloud API or an OpenAI-compatible local
server, including one running on the phone. For example, a photo request can
trigger a local search and present candidate images. The user selects a photo,
requests sharing, and confirms the image and recipient.&lt;/p>
&lt;h2 id="demo-video">Watch the demo&lt;/h2>
&lt;video class="pittisl-demo-video" controls playsinline preload="metadata"
width="1920" height="1080" aria-label="MobileClaw demonstration: notifications, local context and user-confirmed actions"
poster="/uploads/mobileclaw_mobicom2026_demo-preview.jpg?v=20261023-narrated">
&lt;source src="https://pittisl.github.io/uploads/mobileclaw_mobicom2026_demo.mp4?v=20261023-narrated" type="video/mp4">
&lt;a href="https://pittisl.github.io/uploads/mobileclaw_mobicom2026_demo.mp4?v=20261023-narrated">Download the demonstration video (MP4)&lt;/a>.
&lt;/video>
&lt;p>&lt;a href="https://pittisl.github.io/uploads/mobileclaw_mobicom2026_demo.mp4?v=20261023-narrated">Download the video (MP4, 1920 × 1080, 2 min 59 sec; English narration and subtitles)&lt;/a>.
&lt;a href="https://pittisl.github.io/uploads/mobileclaw_mobicom2026_demo.en.srt">Download the English subtitles (SRT)&lt;/a>.
The &lt;a href="https://github.com/pittisl/MobileClaw" target="_blank" rel="noopener">GitHub repository&lt;/a> includes source code,
installable APKs, documentation and instructions for trying the demo.&lt;/p>
&lt;h2 id="poster">Poster&lt;/h2>
&lt;p>&lt;a href="https://pittisl.github.io/uploads/mobileclaw_mobicom2026_poster.pdf">
&lt;figure >
&lt;div class="d-flex justify-content-center">
&lt;div class="w-100" >&lt;img alt="MobileClaw poster: system design and demonstration scenarios" srcset="
/media/2026-mobileclaw/mobileclaw_mobicom2026_poster_hu_579bad3ae57be20.webp 400w,
/media/2026-mobileclaw/mobileclaw_mobicom2026_poster_hu_65b38d34fe0dc780.webp 760w,
/media/2026-mobileclaw/mobileclaw_mobicom2026_poster_hu_6c33a80e75ec0046.webp 1200w"
src="https://pittisl.github.io/media/2026-mobileclaw/mobileclaw_mobicom2026_poster_hu_579bad3ae57be20.webp"
width="760"
height="570"
loading="lazy" data-zoomable />&lt;/div>
&lt;/div>&lt;/figure>
&lt;/a>&lt;/p>
&lt;p>&lt;em>Alexander Du, Ozzie Hassel and Jash Uganandan contributed equally to this work.&lt;/em>&lt;/p></description></item></channel></rss>