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Open Models

AI Agents

+3

DeepSeek Says Its Free, MIT-Licensed Model Beat Opus 5 on a Coding Benchmark, 77 to 74

Nov 12, 2026

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3 min read

DeepSeek Says Its Free, MIT-Licensed Model Beat Opus 5 on a Coding Benchmark, 77 to 74

An MIT-licensed model near the best closed ones, plus DeepSeek's own serving engine. Great cost lever, terrible moat.

Research4Founders Team
Research4Founders Team

Tier C

+3

DeepSeek Just Gave Away Its Production Inference Engine. Your Serving Startup Should Worry.

Oct 25, 2026

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3 min read

DeepSeek Just Gave Away Its Production Inference Engine. Your Serving Startup Should Worry.

DeepInfer is real and open. The moat it implies is thinner than the hype, and US government buyers are now off the table.

Research4Founders Team
Research4Founders Team

AI Infrastructure

+3

Your laptop can now run a 27B reasoning model. Here's the catch.

Oct 4, 2026

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4 min read

Your laptop can now run a 27B reasoning model. Here's the catch.

Ternary weights shrink a 54 GB model to under 6 GB. The compression is a commodity. What you build on top of it isn't.

Research4Founders Team
Research4Founders Team

Research4Founders

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