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DeepSeek released V3.2 and V3.2-Speciale, 685B-parameter open-source models matching GPT-5 on reason...
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DeepSeek released V3.2 and V3.2-Speciale, 685B-parameter open-source models matching GPT-5 on reason...

The AMW Read

DeepSeek's release validates the Frame 2 debate (CN/OSS challenger) by proving open-weight models can match frontier reasoning performance and simultaneously collapse inference costs via architectural efficiency.
NoveltySignificance
Foundation Models Β· Case StudiesScaling Laws
DeepSeek AI
DeepSeek AI

Foundation Models / LLMs

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DeepSeek released V3.2 and V3.2-Speciale, 685B-parameter open-source models matching GPT-5 on reasoning benchmarks and hitting IMO gold in math tasks. πŸš€ Sparse attention cuts inference costs 50% with 131k context, enabling free agentic AI at scale. Open models now lead frontier performance, forcing proprietary giants to slash prices and open up. #AI #DeepSeek #OpenSource #LLMs

How This Connects

Based on Foundation Models Β· Case Studies

  1. 5d agoOpenAI's GPT-6 Astra reportedly runs recurrent-depth transformers β€” Alibaba-affiliated research already diagnosed the catch.OpenAI
  2. 6d agoNvidia is reportedly weighing a $2.5 billion investment in Thinking Machines Lab that would value the startup at roughly $40 billion.Thinking Machines Lab
  3. 1w agoDeepSeek V4 Pro Deep-Dive Finds Post-Training Gains, Extrapolated 1M Context, Kimi K3 ParityDeepSeek
  4. 1w agoAnthropic Signs Reported $35B Lambda Cloud Deal for Texas AI ComputeAnthropic
  5. 0mo agoDeepSeek V4 Pro (DeepSeek-V4-Pro-0813) has gone live on the company's API, bringing enhanced agent c...DeepSeek V4 Pro
  6. 9mo agoDeepSeek released V3.2 and V3.2-Speciale, 685B-parameter open-source models matching GPT-5 on reason... Β· THIS ARTICLE

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