GV’s Dave Munichiello On Qualcomm’s Modular Purchase, The Firm’s 10x Return And The Shift In AI Software

Qualcomm is acquiring Modular, a software startup that streamlines artificial intelligence across different hardware platforms. According to Crunchbase News, Google Ventures managing partner Dave Munichiello says the deal reflects a consolidation wave driven by soaring AI computing costs and hardware scarcity. The move is a vertical integration play—merging specialized hardware and software to manage complexity. For independent AI startups, the message is clear: the industry increasingly favors either venture backing or acquisition by a heavyweight. Google Ventures has generated strong returns on AI and semiconductor bets, underscoring the outsized potential and pressure in this space.

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