The Information Machine
Following·since 25 Aug 2026·Day 2·2 sources·updated 27 Aug 2026

Perplexity and NVIDIA Portable Computer launch

The gist

Perplexity and NVIDIA launch Portable Computer, a fully local AI agent

Running a full AI agent pipeline on local hardware removes cloud dependency and eliminates per-token costs. Perplexity said the system scores 82.6% on real knowledge work benchmarks, which it said beats open-source alternatives Pi and Hermes.

The full picture

Perplexity launched Portable Computer on August 25, 2026, running an AI agent entirely on local hardware via the NVIDIA DGX Spark platform with no cloud dependency. The full pipeline, including orchestrator LLM, subagent LLM, and agent harness, runs on-device using a 27B parameter model. Perplexity said its harness scores 82.6% on real knowledge work benchmarks, outperforming open-source harnesses Pi and Hermes, and that a post-trained PPLX 27B model reaches 85.4% on the same benchmarks. Because everything runs locally, users incur no per-token costs, unlike standard cloud-based AI services.

How it developed
27 August 2026

Perplexity launched Portable Computer on August 25, a local AI agent product running entirely on NVIDIA DGX Spark hardware with no cloud dependency.

The full pipeline, including orchestrator LLM, subagent LLM, and agent harness, runs on-device using a 27B parameter model, meaning users pay no per-token costs. Perplexity said its harness scores 82.6% on real knowledge work benchmarks, outperforming open-source harnesses Pi and Hermes, and that a post-trained PPLX 27B model reaches 85.4% on the same benchmarks.

25 August 2026

Perplexity published benchmark results: harness scores 82.6% on real knowledge work, with post-trained PPLX 27B reaching 85.4%.

Sources
The daily email

Want this in your inbox?

I send a short email each morning with the stories that moved. If you would rather just read here, that works too.

Subscribe free