Amiram Shachar Says Vibe Coding Creates a 600% Review Trap
Amiram Shachar explains why Upwind raised $400M and how AI code generation creates an unseen wave of security debt.
Pro and Tell, The Gurmanator Joins, New Google Models, Open Weight Demand, Joe's Monkeys
With John Coogan, Jordi Hays, Mark Gurman, Zach Rash, Ben Liu, Amiram Shachar, Jasper Zhang · Sunday, November 1, 2026
John Coogan and Jordi Hays review Apple's 'Pro and Tell' event, examining the OLED touchscreen MacBook Pro alongside Bloomberg's Mark Gurman, who breaks down hardware hinge defects on the iPhone Duo and shifts in Apple's M&A leadership. The hosts analyze Google's releases of Genie 4 and Gemini 4 Carbon, surging valuations in AI personal agents, and host interviews with Coco Robotics CEO Zach Rash on sidewalk delivery fleets, Formation Bio CEO Ben Liu on clinical trial bottlenecks, and Upwind CEO Amiram Shachar on cloud and AI cybersecurity.
Key takeaways
- Upwind secured a $400 million Series C round to protect enterprise cloud and AI infrastructure across operational environments. Read more →
- The bottleneck in biotechnology has abandoned candidate discovery and shifted to human trials; candidate molecules doubled over the last ten years while approved drugs stayed flat at 50 per year. Read more →
- A physical hinge bar defect on the iPhone Duo is puncturing internal displays, leaving Apple with severe replacement inventory shortages. Read more →
- Instinct moved from a $100 million valuation to $500 million, $2.5 billion, $10 billion, and now $30 billion in less than a year. Read more →
- Coco Robotics runs approximately 1,000 sidewalk delivery robots, with plans to produce 20,000 next-generation Coco 2 units for 2027. Read more →
5 articles from this episode
Ben Liu on Valuing Drugs After Phase 2
Ben Liu explains how Formation Bio prices drug candidates and why Phase 2 clinical proof of concept resets drug valuations to 1x peak sales.
Mark Gurman on Apple's Hardware Flaws and M&A Stagnation
Mark Gurman details the iPhone Duo hinge defect, Apple's touchscreen MacBook reversal, and hardware leaders' frustration with M&A inaction.
Why Big Tech Cannot Buy Instinct for Thirty Billion
Instinct is raising at a $30 billion valuation, but regulatory hurdles and non-founder CEOs mean Big Tech cannot acquire AI personal agent startups.
Zach Rash: Why Battery Swapping Doubles Robot Fleet CapEx
Zach Rash explains why battery swapping doubles robot CapEx, how Coco targets 20,000 bots by 2027, and why sidewalks beat roads for edge cases.
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