Open this moment: AgentCDN watch page or YouTube.
by Sander Saar
The speaker introduces level one AI, where an agent like Claude works across tabs and spreadsheets to complete tasks directly. Along the way it covers Level 2: AI as a Coworker and Level 3: Proactive Autonomous Workforce. The speaker reflects on how rapid AI advancement changes the definition of work and asks viewers how they plan to use these tools.
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The speaker introduces level one AI, where an agent like Claude works across tabs and spreadsheets to complete tasks directly.
On screen: The presenter continues speaking while demonstrating an AI spreadsheet analysis tool and workspace interface displayed above him.
Level two involves tools like Claude Code and Cowork planning, coding, and building full presentations or reports autonomously from user instructions.
On screen: A man in a brown shirt gestures enthusiastically below an interface showing an AI agent workflow executing tasks.
Level three demonstrates OpenCloud running on a dedicated server to proactively manage schedules, write custom skills, and execute tasks overnight.
On screen: The speaker gestures while presenting in front of an app integration directory list scrolling behind him.
The speaker reflects on how rapid AI advancement changes the definition of work and asks viewers how they plan to use these tools.
On screen: The presenter gestures and speaks while standing against a white backdrop with three timeline levels and app icons displayed above him.
What the footage shows, shot by shot. It is derived from the video itself, independent of the commentary. Timestamps link to the exact second.
0:00–0:01 A man in a brown shirt gestures excitedly against a white background featuring app icons and a 'LEVEL 1' graphic. On screen: LEVEL 1
0:01–0:04 The presenter gestures and points as the background displays Level 1 to 3 icons before transitioning to a browser automation demo. On screen: OpenTable SAPPHIRE RESERVE Sapphire Reserve Exclusive Tables Available for lunch now Jemma Hollywood The Ivy Eat This Cafe Flavors From Afar Find available…
0:04–0:06 The speaker talks to the camera with a screen recording showing an AI agent booking on OpenTable in the background. On screen: LEVEL 1 AI AS TOOL Claude is started debugging this browser OK OpenTable Los Angeles Sign in Feb 14, 2025 7:00 PM 2 people Find a table Trending in Los Angeles…
0:06–0:10 A man speaks passionately to the camera below a screen recording of an AI agent automating restaurant searches on OpenTable. On screen: LEVEL 1 AI AS TOOL Opus 4.5 Find available OpenTable reservations for 2 people this Saturday in Venice Beach, 7-8pm, Italian restaurants rated 4.5. Finding…
0:11–0:18 The presenter continues speaking while demonstrating an AI spreadsheet analysis tool and workspace interface displayed above him. On screen: LEVEL 1 AI AS TOOL AutoSave Home Insert Draw Page Layout Formulas Data Review View Automate Aptos Narrow (Body) 10 Wrap Text Merge & Center General Conditional…
0:18–0:26 A man in a brown shirt gestures enthusiastically below an interface showing an AI agent workflow executing tasks. On screen: LEVEL 2: AI AS COWORKER Analyze YouTube channel performance data Please review and analyze all of my YouTube channel data with the goal to outline key metrics,…
0:26–0:31 The presenter continues explaining while gesturing, as the background screen displays generated YouTube analytics dashboards and charts. On screen: LEVEL 2: AI AS COWORKER Analyze YouTube channel performance data Your strongest content pattern is "vs" / comparison / real- life test videos. Your top 5…
0:31–0:35 A split-screen shows a PowerPoint presentation analyzing YouTube metrics above while the speaker gestures and talks below. On screen: LEVEL 2: AI AS COWORKER Performance vs. Market Benchmarks CTR 5.08% 4-5% avg Above average Impressions->Views 12.6% 10-30% avg Below average Upload Frequency…
0:35–0:37 A split screen displays six app icons glowing at the top while the speaker talks enthusiastically below. On screen: LEVEL 2: AI AS COWORKER Character Greet YD W
0:37–0:40 A split screen shows an X/Twitter post with a growth chart regarding Claude Code commits above and the speaker below. On screen: LEVEL 2: AI AS COWORKER Dylan Patel @dylan522p 4% of GitHub public commits are being authored by Claude Code right now. At the current trajectory, we believe…
0:40–0:42 A man in a brown jacket speaks to the camera in front of a social media post about AI as a coworker. On screen: LEVEL 2: AI AS COWORKER Boris Cherny @bcherny As always, a very thoughtful and well reasoned take. I read till the end. I think the Claude Code team itself…
0:42–0:44 The man continues explaining with an enlarged view of the post behind him. On screen: LEVEL 2: AI AS COWORKER ire mostly generalists. We have ad till the end. enior since not all of the things people here thin coding with LLMs. As you said, the…
0:44–0:46 The man gestures while a financial chart illustrating software stock declines appears in the background. On screen: LEVEL 2: AI AS COWORKER Hard Times for Software Stocks Shares have tumbled in recent months on AI-related fears S&P North American software index S&P 500 Index…
0:46–0:51 A man in a brown shirt talks enthusiastically against a scrolling webpage displaying OpenClaw features and descriptions. On screen: OpenClaw THE AI THAT ACTUALLY DOES THINGS. Clears your inbox, sends emails, manages your calendar, checks you in for flights. All from WhatsApp, Telegram, or…
0:51–0:57 The speaker gestures while presenting in front of an app integration directory list scrolling behind him. On screen: 50+ integrations with the apps and services yo... Chai on y... automate everything. LEVEL 3 AI AS WORKFORCE Chat Providers Message OpenClaw from any chat app —…
0:57–1:01 The presenter continues talking while standing in front of a dark terminal dashboard interface labeled Molly Operations. On screen: LEVEL 3 AI AS WORKFORCE Molty Operations AGENT ROSTER Molty Orchestrator - main session active Scout Research - Ahrefs - Polymarket updatable Creator Content -…
1:01–1:04 A man speaks energetically in front of a digital skill tree interface and 3D agent workflow visual. On screen: LEVEL 3 AI AS WORKFORCE Molly Claude Codex App Development SOURCE: @DOM_SCHOLZ
1:04–1:09 The presenter gestures passionately in front of a GitHub Star History line graph. On screen: LEVEL 3 AI AS WORKFORCE Star History openclaw/openclaw torvalds/linux tensorflow/tensorflow Significant-Gravitas/AutoGPT vuejs/vue facebook/react 200K 150K…
1:09–1:13 The speaker appears over an automated mobile messaging feed showing daily analytics and calendar summaries.
1:13–1:16 A man speaks directly to the camera over an animated background of a messaging app feed scrolling through automated updates. On screen: LEVEL 3 AI AS WORKFORCE AI "Scare Trade" Crashes Trucking Stocks Algorhythm Holdings (former karaoke company, $6M mkt cap) announced its SemiCab platform…
1:16–1:23 The presenter gestures and speaks while standing against a white backdrop with three timeline levels and app icons displayed above him. On screen: LEVEL 1 AUG 2025 LEVEL 2 NOV 2025 LEVEL 3 JAN 2026
1:24–1:28 A man in a brown jacket speaks to the camera against a white background with news article clippings popping up behind him. On screen: TE AI Spotify says its best developers haven't written a line of code since December, thanks to AI Sarah Perez 10:30 AM PST February 12, 2026 IMAGE CREDITS:…
1:30–1:34 The speaker passionately gestures while a Fortune article about AI and white-collar work is displayed behind him. On screen: FORTUNE Subscribe for $1 Microsoft AI chief gives it 18 months—for all white-collar work to be automated by AI By Jake Angelo News Fellow February 13, 2026,…
1:34–1:40 A man in a brown shirt gestures enthusiastically toward the camera against the backdrop of a social media post screenshot. On screen: Elon Musk @elonmusk Subscribe Join @xAI and help build a purely AI software company called Macrohard. It's a tongue-in-cheek name, but the project is very…
0:00 Speaker A: There are three levels to your oh moment with AI. Speaker A: Level one is when Claude is working inside your browser. Speaker A: No, not to chat with, but as an agent that navigates, clicks, fills and completes tasks across your tabs or inside your spreadsheets. Speaker A: It creates the formulas, graphs, analysis. Speaker A: It reads the page, understands the context and does the work. Speaker A: Level 2 Claude Code and codecs for coding and Claude Cowork for knowledge work. Speaker A: Working on your actual files, you describe what you want, it creates a plan, uses all the tools needed like web files, code research.
0:29 Speaker A: You walk away and come back to a finished product. Speaker A: Features, build, presentations, spreadsheets, reports created from nothing. Speaker A: I built a lot of apps recently and 1 in 20 of public code commits on GitHub are now written by Claude Code Cowork itself was built by Claude code in under two weeks and it triggered a $285 billion sell off in software stocks. Speaker A: Level three is fully autonomous and proactive. Speaker A: I run OpenCloud, Mac mini server. Speaker A: It connects to my email, calendar, notes, maps, GitHub, storage, web, everything.
0:54 Speaker A: But here's what's different. Speaker A: It doesn't just follow instruction. Speaker A: It observes my daily patterns, writes its own skills and builds its own tools to solve them, and executes completely proactively. Speaker A: It's the fastest growing AI project on GitHub ever. Speaker A: And it's open source. Speaker A: I wake up to a morning briefing, analytics check, news scan three times a day, my emails and calendar review day planned in addition to work completed overnight while I slept. Speaker A: All three of those levels happened in the last six months and honestly, it's made me question a lot.
1:22 Speaker A: What I thought was my job if something can do it faster, more consistently and cheaper a lot. Speaker A: What I thought was my work just lost its meaning pretty fast. Speaker A: The question isn't whether AI can do your work, it's now that it can. Speaker A: What are you actually going to do with it? Speaker A: Let me know which level you're at and if you'd like to deep dive in any of the setups.