▲AI Inference Shifts to Consumer Devices

Score history

Daily conviction score, 0 to 100. Higher means the thesis is more strongly corroborated.

Now 100 · +1 since Oct 28 · ranged 99 to 100

Showing the last few days. Unlock full score history.

Why the conviction moved

• Oct 29
  Strengthened +3

  Six PC makers began selling NVIDIA RTX Spark laptops built on the RTX N1X chip (20-core Grace Arm CPU plus 6,144-core Blackwell GPU) with up to 128GB of unified memory starting at $2,399-$2,599, letting large local models run without cloud inference.

• Oct 28
  Strengthened +2

  The MedJev paper reports 72.5% on MedQA, close to GPT-4 scores, from a model that runs on a laptop. A capable domain model is running locally, which matters most in clinical settings where data cannot leave the device.

Showing the last 2 days. Unlock the full record.

Source trail

• Supporting · October 29, 2026

  NVIDIA RTX Spark laptops go on sale from six PC makers with up to 128 GB of unified memory for local models

  Six PC makers began selling NVIDIA RTX Spark laptops built on the RTX N1X chip (20-core Grace Arm CPU plus 6,144-core Blackwell GPU) with up to 128GB of unified memory starting at $2,399-$2,599, letting large local models run without cloud inference.

  NVIDIA Blog

• Supporting · October 28, 2026

  Claude Produced 17 Lab-Confirmed Scorpion-Toxin Binders From 318,000 Designs, as Small Clinical Models Approach GPT-4 Scores

  The MedJev paper reports 72.5% on MedQA, close to GPT-4 scores, from a model that runs on a laptop. A capable domain model is running locally, which matters most in clinical settings where data cannot leave the device.

  Anthropic Research