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Aug 14, 2026

French startup Kog pursues AI inference optimization amid GPU chip competition

French startup Kog is developing technology to extract more AI inference performance from existing GPUs, entering a competitive market where purpose-built chip makers like Cerebras recently debuted successfully with its May IPO.

Aug 14, 2026·1 source
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Aug 13, 2026

OpenAI launches Ultrafast mode for GPT-5.6 Sol, delivering 14x faster speeds via Cerebras partnership

OpenAI introduced Ultrafast, a new inference tier that runs GPT-5.6 Sol at up to 750 tokens per second—14 times faster than Standard mode—powered by Cerebras wafer-scale chips from their $10 billion partnership. The service creates a three-tier pricing structure targeting real-time applications like voice AI, financial research, and incident response.

Aug 13, 2026·4 sources
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Top claims

  • ▪Kog is targeting professional users of AI workflows, such as software engineers, who experience delays with existing tools like Claude Code.
  • ▪Kog dedicates several weeks or months of engineering research to optimize its software for each new GPU model.
  • ▪The Kog tech preview demonstrated 3,000 per-request tokens per second using Laneformer 2B, an open-source model with approximately 2 billion parameters.

Topics

Compute, chips & AI infrastructureAI inference (scaling)AI startupsAI tools & productsLarge language models (LLMs)

Related entities

France