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The Great Frontier AI Lab Product War Is Just Beginning

July 2025 (Updated September 2025)



The frontier AI labs are getting restless. For years, they've been building models and serving APIs. That's all changing.

OpenAI, Anthropic, Google DeepMind, and Meta have brought to market incredible intelligence capabilities and have captured massive attention. Now they're looking beyond models and APIs and toward actual products people use daily. This makes sense, as everyone is searching for new revenue streams and the lucky have market position to leverage.

I see raw opportunity for products that live in the latent space between AI intelligence and practical end user needs. But here's the kicker — when frontier labs build products, they don't just compete against others, they can quickly collapse entire market segments. This is bad news for a certain class of emergent AI startups and some incumbents who thought their vertical moats were safe.



Frontier AI lab product directions — 2025 and beyond

AI Lab

Focus

Likely Products

OpenAI

Life assistant ecosystem

Advanced coding tools, AI browser, autonomous agents, voice interfaces, business platform integrations

Anthropic

Professional productivity

Coding assistants, writing platforms, intelligence for finance, health tech, and other business verticals

Google DeepMind

Product integration + solving hard problems

Google product AI embeds, medical/science/biology solutions, image and video understanding/generation, coding tools

Meta Superintelligence

Hardware + platform

Wearables AI integrations, Meta product AI embeds, open source tools



The wider implication? Many of today's AI startups will need to find new ways to add value quickly when frontier AI labs release competitive products. The next 12-24 months should be interesting to watch.




Frontier AI Lab Product Strategy Updates

September 2025

• James Campbell on Twitter: OpenAI Pulse, a daily briefing of everything going on in your life...yet another step towards ChatGPT becoming a true personal assistant.

•  Anthropic's new Keep thinking ad.

•  Deedy Das on Twitter: "I read through every single job posting on OpenAI's career page. Here's everything they're working on and who they compete with.



August 2025

•  Others in the industry are witnessing the AI lab productization trend play out. Here is some strategic advice from a VC to founders on how to potentially survive this new paradigm.

 

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Joy Larkin is a technologist in Silicon Valley. She likes robots and is excited for Superintelligence.

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