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Applied AI·July 10, 2026·1 min read

OpenAI is killing its ChatGPT Atlas browser less than a year after launch

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Shutting down Atlas nine months in suggests the assistant wants to live inside existing browsers and apps — not replace them. If you’re betting on AI-native clients or superapps, assume rapid iteration and kill rates; architect your own products so core capabilities survive even if the surface area changes.

Applied AI

A look at Meta Superintelligence Labs' growth in the past year, including a top-tier RL environment and compute ramp that could catch up to Anthropic and OpenAI

An aggressive compute ramp and top-tier RL environment at Meta Superintelligence Labs means the frontier race is now a three-way contest on both models and training infrastructure. If you’re building on proprietary LLMs, this increases the odds of real price–performance competition — keep your stack portable enough to arbitrage it.