Author
Antoine Buteau

Antoine Buteau

Digest 5 min read Free

Daily Digest - 2026-05-27

1. Mastra Processors: The Guardrail Layer That Runs on Every Step — Matias Lapolla Why read: Why basic guardrails fail in agent loops and how to fix safety...
Research Explainers 12 min read Free

Synthetic Data Needs Recipes, Not Bigger Generators

FinePhrase shows that high-quality synthetic pretraining data comes from prompt recipes, mix-in strategy, output diversity, and data infrastructure, not simply larger generator models.
Research Explainers 5 min read Free

The Harness Is the Reliability Layer

A new survey argues that agent reliability depends as much on the execution harness as on the model, and gives builders a vocabulary for the infrastructure layer around agents.
Research Explainers 7 min read Free

Agents Need Reliability Tests After Day One

AgingBench argues that deployed agents can degrade as their memory state changes, so reliability needs lifespan testing, not just day-one benchmarks.
AI & Machine Learning 6 min read Free

The Infrastructure Correction: Why AI Is Rewiring the Software Stack

Redpoint's InfraRed report argues that AI value is shifting from thin application wrappers into infrastructure: post-training, inference, agents, security, sandboxes, observability, and compute.
Research Explainers 7 min read Free

Long-Context Models Need Time to Consolidate

Language Models Need Sleep argues that long-context systems may need offline consolidation time, not just larger memory, to reason over context they can no longer attend to.
Digest 5 min read Free

Daily Digest - 2026-05-26

1. claude code is not making your product better — ethan ding 📊 Why read: Shows how AI coding tools create a K shaped productivity curve and lead to...
Research Explainers 4 min read Free

AI Authorship Has Been Here Before

Zvi Rosen's legal history argues that AI authorship is not a brand-new copyright problem. It is the latest version of mediated authorship.
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