Format

Explainers

Plain-language guides to concepts and techniques. Every explainer published by GenAI Brief, newest first.

26 stories · page 3 of 3

  1. ResearchExplainer

    What reasoning models actually do: a training recipe and a token budget

    Reasoning models are ordinary LLMs post-trained with RL on checkable problems, then given a thinking budget at inference. The lineage, the training loop, the costs, and where the gains actually land.

    27 min read

  2. IndustryExplainer

    The real cost of an AI product, line by line: tokens are rarely the biggest line

    A sourced ledger of what a production AI feature costs in September 2026: inference, retrieval, agents, evaluation, gateways, review and people, with a worked monthly model at three volumes.

    24 min read