The Vending Bench and Long‑Horizon Reasoning

Google just dropped a bombshell with Gemini 3 Pro and their new AI editor, Antigravity. Is this the "reset moment" the AI industry desperately needed, or is it another fleeting hype cycle? In this high-energy episode, join Danny and Leon as they dive deep into the mind-blowing benchmarks of Gemini 3 Pro, including the "Humanity's Last Exam" and the insane "Vending Bench."But the real game-changer might be Antigravity, Google's audacious new AI editor. We explore how Antigravity isn't just another VS Code fork – it's a paradigm shift, transforming developers into "agent managers" and introducing parallel AI workflows with automatic testing and UI generation. Could this be the end of traditional coding as we know it, or is Google moving too fast?We also discuss the brewing "AI War," the strategic plays of tech giants like Apple and Google, and how OpenAI's significant burn rate might put them in a precarious position. Is the future of AI about who has the smartest model, or who owns the default settings on your phone? Plus, don't miss our hot takes on whether developers need to embrace AI for efficiency, or risk being left behind. This episode is packed with strategic insights, technical breakdowns, and a glimpse into the future of software development.Chapters:0:00:00 - The Gemini 3 & Antigravity Drop: A New Era?0:00:51 - Why OpenAI's Monopoly is Under Threat0:01:39 - The Impact of Antigravity on Developers0:02:54 - Setting the Stage: The AI "Reset Moment"0:03:55 - Mind-Blowing Benchmarks: Gemini 3 Pro's Dominance0:06:23 - The Vending Bench: Long-Term Business Value for AI Agents0:08:05 - The Pelican on a Bike: Proving AI Progress0:09:15 - Gemini 3 vs. ChatGPT & Claude: Understanding the Nuances0:11:00 - Gemini 3 Pro's UI Design & Intuition0:12:21 - The Multimodal & Reasoning Power of Gemini0:14:57 - The AI War: Five Paths for Dominance0:16:31 - The "Genius Ceiling" & Distribution Advantage0:17:30 - The Default Setting Path: Apple, Google & Siri's Future0:21:09 - Google's Ecosystem Advantage & Deep Integration0:22:20 - The War Chest: OpenAI's Burn Rate vs. Google/Apple0:24:36 - The Antitrust Pickle & Browser Wars 2.00:26:29 - The Intermingling & Fear of Being Left Behind0:28:35 - Diving into Antigravity: The "Agent Manager" Paradigm Shift0:29:53 - Manager Mode: From Coding to Orchestrating AI Agents0:31:15 - Antigravity's Auto-Testing & UI Generation Capabilities0:32:18 - The Human-in-the-Loop & Parallel Workflows0:33:43 - Why Cursor Isn't "Killed" (Yet) & Antigravity's Potential0:35:06 - The Headless Browser & Customizable UI's for the Future0:37:09 - Antigravity's Jank, Missing Features & Release Theory0:38:28 - Sundar Pichai's Playful Release & Public Hype0:41:06 - Antigravity's Automatic In-Depth Testing Blown Minds0:42:37 - Gemini's Incremental Improvements & Real Use Cases0:44:27 - The IDE Integration: Bringing All Tools into One0:45:30 - Addressing Glitches: Google's Strategy for a "Big Bang" Release0:46:58 - Our Unsponsored Take: Don't Get Gapped Out0:47:57 - Adapting to Change: Why Opinions Evolve in AI0:49:10 - The Consultant's Edge: Rapid Prototyping with Antigravity0:50:54 - Ask Danny & Leon: Can You Get By Without AI?0:51:09 - AI in Hiring: The Growing Expectation for Engineers0:52:51 - The "Pickleball Paradox" & The Art of Prompting0:55:55 - Why Bad Prompts Lead to Mediocre Results0:56:35 - AI Streamlining: Tiny Teams vs. Giants0:58:01 - Embracing the Process: From System Languages to JavaScript0:58:59 - Work vs. Passion: Finding Joy in the AI Era01:00:10 - Conclusion