Tag

models

All posts tagged with "models".

May 10, 2026

Expensive AI Models Overthink — When Cheaper Models Win

Nicole Königstein (CEO, Quantmate) shares research showing state-of-the-art AI models burn multiples of tokens compared to smaller open-source models, with worse results on some tasks.

Insight

Apr 27, 2026

Why Monitoring Agents Demand Custom Models: The For-Loop Cost Problem

Understanding the economic layer of web agents and why in-house models became necessary.

Insight

economics models cost optimization scaling

Mar 20, 2026

Open Source Models Are Closing the Gap — Here's What That Means

The performance gap between open-source and proprietary AI models is shrinking fast. What this means for startups and builders.

AI Trend

open source LLMs models competition