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Together AI 11 months ago 6
DeepSeek-V3.1, an MIT-licensed hybrid model that switches between thinking and non-thinking modes, became available on Together AI's platform. The model achieved 66% on SWE-bench Verified, a code-solving benchmark. Users can now deploy the model serverlessly with a 99.9% uptime guarantee.
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TLDRocket
7 August 2026
The AI economy is fracturing into winners and infrastructure. Airbnb's 60% faster feature shipping and 45% autonomous support agent handling shows how embedded AI compounds operational efficiency—the company's $3.6 billion Q2 revenue now runs on fewer human hands. But scale demands silicon. Nscale's $51 billion contracted revenue backlog and Tesla and SpaceX's $16.8 billion Terafab announcement reveal the real constraint: not models, but the compute capacity to run them. AMD's Taalas acquisition and Lumilens' $5.5 billion valuation reflect a hard pivot toward inference optimization and optical interconnect infrastructure. Cloudflare's Kitesurf browser for agents and Microsoft's code-testing agent hitting 92.1% task completion show the tooling layer crystallizing around agent workflows—no longer human-centric interfaces, but machine-to-machine plumbing.
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