Twelve dimensions across seven providers. Re-graded as announcements land, with the market's reaction shown alongside.
Can it actually do work? · updated 2026-06-01
Agent mode and Operator-style browsing ship real multi-step work, not just demos.
Can the system take a goal and complete multi-step work autonomously (browse, write code, operate tools, recover from errors), not just answer questions? Measures shipped agentic behavior, not demos.
The AI value chain shifts to integrated model-plus-harness systems whose orchestration creates defensible moats.
A models/apps/harnesses framework: the harness that lets a model take real actions now matters as much as IQ.
Covers ChatGPT agent, merging Operator's web navigation, deep research, and conversation into one task-completing system.
OpenAI's announcement of an agent that navigates sites, works with files, and connects data sources.
AI engineering matures into a vertical; agents, reasoning, and orchestration tooling are the practical frontier.