Issue 008 July 7, 2026

Taste in the Loop

00

A Note from the Editors

This week, we're taking a look at agentic routing, AI regulation, and the coming margin collapse.

01

As costs for frontier models increase, dynamically routing tasks to cost-efficient models is becoming increasingly important. This post covers how the team at Applied Compute trained an open-source model (Qwen3.6-35B-A3B) to act as an intelligent model router for SWE-bench Verified tasks.

SIGNAL OVER NOISE
02

Reuters reports that Chinese authorities have held meetings with top tech firms over the past month about potentially restricting overseas access to China’s most advanced AI models, including those yet to be released, according to three people familiar with the discussions. The move follows the U.S. government’s involvement in pausing the rollout of Anthropic’s Fable model.

SIGNAL OVER NOISE
03

Martin writes about GLM-5.2’s release, tokenomics, and how Z.ai’s latest model might lead to a collapse in inference margins.

SIGNAL OVER NOISE
04

How to Eval ↗

— Ben Hylak

For teams looking to get started with evals or find better ways to write them, Ben has a really nice guide here that matches a lot of our own biases.

EVALS OVER VIBES
05

Less than 1,000 people in the world know how to shape a frontier model. The team at Adaption is on a mission to democratize this knowledge and has released a new beta product called AutoScientist, which automates the process of model training (fine-tuning) for non-ML engineers.

HUMANS OVER CLANKER
HC
Harness Curious

If you haven’t tried Warp Terminal, now’s a good time. Warp is now open source. It integrates with the most popular harnesses (e.g., Claude and Codex) and includes a lot of nice features, such as a built-in diff view.

Try Warp
!!
Clanker Fail of the Week
When the loop goes recursive.
Clanker fail image for issue 008.

Join our community Slack and send us screenshots of your favorite clanker fails.

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