Anthropic

Model-building research and analysis covering Anthropic.

Analysis

Abstract terracotta structures linked by evidence threads

Haiku 5.5: Cheaper AI can lose the evidence your strongest model needs

Anthropic brings adjustable reasoning to its small-model tier. The savings depend on what survives the handoff to a larger model, not just the price of the first answer.

Language models (LLMs)Anthropic Cognition

4 min read · 11 Oct 2026Read analysis ↗

Analysis

Mercor compares task accuracy and completion time for accountants and Claude. These are the publisher’s reported results under its evaluation conditions.

Evaluations

Mercor: Beating accountants on a test is not yet proof of cheaper accounting

Its bounded comparison favors AI on structured tasks. The next question is whether that advantage survives ordinary workplace context, review and exceptions.

Cost & performanceMercor Ramp Anthropic

4 min read · 11 Oct 2026Read analysis ↗