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Nvidia Invests $3.5B into MediaTek, Wafer Raises $40M Series A, VC Argues for Raising Less for AI

02 SEP 2026 · 01:58 ET·40:25·2.15K VIEWS

Wafer, an AI inference cloud company specializing in optimizing open-source models for non-Nvidia chips, has raised $40 million in Series A funding at a valuation exceeding $200 million. Co-founder and CEO Emilio Andere explained that the company uses AI agents to automate the optimization of GPUs, enabling large language models to run efficiently on various hardware, including AMD chips, often at comparable performance and half the cost of Nvidia solutions. He highlighted that this approach makes other underutilized chips more viable for AI workloads.

WHY IT MATTERS

Wafer's technology could significantly lower the cost and increase the accessibility of running large language models by expanding their compatibility beyond Nvidia's dominant ecosystem. This development offers enterprises more hardware choices and could intensify competition in the AI chip market.

ALSO DISCUSSED

The episode also covers Nvidia's $3.5 billion convertible bond investment in MediaTek, the venture capitalist case for building software in the AI era, and the mechanics driving mega-rounds and pivots in the VC space.

WAFER AI INFERENCE OPEN-SOURCE MODELS AMD CHIPS NVIDIA

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