Tendrils Compute has completed a $30 million seed round led by Benchmark to develop a processor with thousands of cores working in parallel. The Cambridge startup announced the financing on November 10, with Jack Altman joining its board. Tech.eu reports that it has not yet disclosed hardware benchmarks.
Backers see an opening in the work AI agents do around a model’s answer: running code, testing software and searching documents. Participating investor Visionaries Club argues those jobs expose CPU bottlenecks, while Cloudberry VC says their branching paths are poorly suited to GPUs.
Tendrils is developing Vine, an open-source programming language, alongside the chip. Its interaction-net model represents programs as graphs, allowing independent operations to run concurrently without a developer manually assigning each one to a processor core.
Founder Nils Cremer described a selective starting point in a January 18, 2025 essay: applications such as route optimization and sparse graph processing. He cautioned that conventional architectures’ decades of engineering would make broad superiority unlikely at first.
In an August 20 announcement published by investor AlbionVC, Callosum included Tendrils in a silicon-partner network it was building. Callosum’s software routes AI tasks to different processors, with APIs intended to let developers use new hardware without rewriting their applications.