<![CDATA[Citrix AI Hotsheet]]>Citrix AI Hotsheet is a podcast for the IT leaders, architects, and decision-makers responsible for bringing AI into real enterprise environments at scale.

Hosts Brian Madden and Dave Brear come at every topic from two angles. Brian, a longtime voice in end-user computing, focuses on where AI is heading and what it means for the future of enterprise work. Dave, an enterprise architect who's spent two decades designing Citrix environments for some of the world's largest organizations, focuses on what actually works inside those environments today. Together they explore the space between vision and execution.

Each episode digs into what's actually changing for enterprise AI: agentic systems and computer use, identity and governance for non-human personas, the economics of AI at scale, and what it takes to bring AI into environments that can't be ripped out and replaced. Straight talk for the people doing the work.

The podcast homepage is at https://citrixaihotsheet.riverside.com

A podcast from Citrix.

]]>https://citrixaihotsheet.riverside.comRiverside.fm (https://riverside.com)Thu, 28 May 2026 06:14:57 GMTTue, 19 May 2026 20:25:48 GMT60Brian Madden<p>Citrix AI Hotsheet is a podcast for the IT leaders, architects, and decision-makers responsible for bringing AI into real enterprise environments at scale.</p><p></p><p>Hosts Brian Madden and Dave Brear come at every topic from two angles. Brian, a longtime voice in end-user computing, focuses on where AI is heading and what it means for the future of enterprise work. Dave, an enterprise architect who's spent two decades designing Citrix environments for some of the world's largest organizations, focuses on what actually works inside those environments today. Together they explore the space between vision and execution.</p><p></p><p>Each episode digs into what's actually changing for enterprise AI: agentic systems and computer use, identity and governance for non-human personas, the economics of AI at scale, and what it takes to bring AI into environments that can't be ripped out and replaced. Straight talk for the people doing the work.</p><p></p><p>The podcast homepage is at <a rel="noopener noreferrer nofollow" href="https://citrixaihotsheet.riverside.com" target="_blank">https://citrixaihotsheet.riverside.com</a></p><p></p><p>A podcast from Citrix.</p>episodicBrian Maddenmatt.lee@citrix.comno<![CDATA[AI Agents, Second Brains, and the Enterprise AI Gap]]>Welcome to the first episode of the Citrix AI Hotsheet. Brian Madden (futurist, Citrix) and Dave Brear (account technology strategist, Citrix) introduce the show and dig into how AI is actually entering the enterprise — not the way the tech accelerationists or the vendor podcasts tell it, but the way it's really happening inside the banks, hospitals, and regulated environments where most knowledge workers actually work.

Two main topics this week.

AI will use the apps humans already use. Brian's thesis: AI in the enterprise won't come from top-down rewrites of every system — it'll come from AI workers logging in and using the same desktops, browsers, and applications human workers already use. We walk through why computer-using agents are slow today (screenshots, frame by frame), the OSWorld benchmark showing AI now exceeds the median human at operating a computer, and recent research on semantic primitives (W3C accessibility, Windows UI Automation) that cuts token consumption by ~80%.

The rise of context vaults. Dave introduces the second concept: knowledge workers are quietly building "context vaults" — what most people call second brains — that compound their thinking with AI. It started for both of us as a folder of notes; now it's the most significant shift in how we work day to day. We talk about why this is a corporate blind spot, what the scale problems look like, and the experiment of connecting two second brains together over MCP so we can ask each other's AI what the other one thinks.

Links mentioned in the episode

Find us online

Brian Madden

Dave Brear

]]>c8ff5aab-74e9-4ccf-ab3c-fb65b1e84bbcWed, 20 May 2026 07:28:16 GMT<p>Welcome to the first episode of the Citrix AI Hotsheet. Brian Madden (futurist, Citrix) and Dave Brear (account technology strategist, Citrix) introduce the show and dig into how AI is actually entering the enterprise — not the way the tech accelerationists or the vendor podcasts tell it, but the way it's really happening inside the banks, hospitals, and regulated environments where most knowledge workers actually work.</p><p></p><p></p><p>Two main topics this week.</p><p></p><p></p><p>AI will use the apps humans already use. Brian's thesis: AI in the enterprise won't come from top-down rewrites of every system — it'll come from AI workers logging in and using the same desktops, browsers, and applications human workers already use. We walk through why computer-using agents are slow today (screenshots, frame by frame), the OSWorld benchmark showing AI now exceeds the median human at operating a computer, and recent research on semantic primitives (W3C accessibility, Windows UI Automation) that cuts token consumption by ~80%.</p><p></p><p>The rise of context vaults. Dave introduces the second concept: knowledge workers are quietly building "context vaults" — what most people call second brains — that compound their thinking with AI. It started for both of us as a folder of notes; now it's the most significant shift in how we work day to day. We talk about why this is a corporate blind spot, what the scale problems look like, and the experiment of connecting two second brains together over MCP so we can ask each other's AI what the other one thinks.</p><p></p><p><b>Links mentioned in the episode</b></p><p></p><ul><li>OSWorld benchmark: <a rel="noopener noreferrer nofollow" href="https://os-world.github.io" target="_blank">https://os-world.github.io</a></li><li>arXiv paper on UIA-based agent navigation (~80% fewer tokens vs. screenshots): <a rel="noopener noreferrer nofollow" href="https://arxiv.org/abs/2605.00551" target="_blank">https://arxiv.org/abs/2605.00551</a></li><li>Andrej Karpathy on personal context vaults — X post: <a rel="noopener noreferrer nofollow" href="https://x.com/karpathy/status/2039805659525644595" target="_blank">https://x.com/karpathy/status/2039805659525644595</a> / companion gist: <a rel="noopener noreferrer nofollow" href="https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f" target="_blank">https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f</a></li></ul><p></p><p><b>Find us online</b></p><p></p><p>Brian Madden</p><ul><li><a rel="noopener noreferrer nofollow" href="http://bmad.com" target="_blank">bmad.com</a>: <a rel="noopener noreferrer nofollow" href="https://bmad.com" target="_blank">https://bmad.com</a></li><li>LinkedIn: <a rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/bmadden/" target="_blank">https://www.linkedin.com/in/bmadden/</a></li><li>Citrix blog: <a rel="noopener noreferrer nofollow" href="https://www.citrix.com/blogs/?s=bmadden&amp;type=author" target="_blank">https://www.citrix.com/blogs/?s=bmadden&amp;type=author</a></li><li>Second brain: <a rel="noopener noreferrer nofollow" href="https://brianmadden.ai" target="_blank">https://brianmadden.ai</a></li></ul><p></p><p>Dave Brear</p><ul><li>LinkedIn: <a rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/davebrear/" target="_blank">https://www.linkedin.com/in/davebrear/</a></li><li>Second brain: <a rel="noopener noreferrer nofollow" href="https://davebrear.ai" target="_blank">https://davebrear.ai</a></li></ul>no00:41:431AI Agents, Second Brains, and the Enterprise AI Gapfull