Laura Entis is a staff writer at Every.
Why Evals Are So Hot Right Now
Plus: Where we stand on Grok 4.7, a workflow for going viral on social media, and why every company needs a Slack agent
Sep 24, 2026 · 9 min readUpdated Oct 16, 2026
In today’s Context Window, we review Grok 4.7 (“a step backward”?) and explain why evals are suddenly everywhere. Elsewhere, head of social media Becky Isjwara breaks down her workflow for turning Every articles into viral short videos, head of platform Willie Williams argues that Slack agents are the new websites, and we share a fresh crop of Thesis Statements, including entries from Cmpnd’s Drew Breunig, Notion’s Geoffrey Litt, and MIT’s Daniela Rus, about what happens after automation.
Was this newsletter forwarded to you? Sign up to get it in your inbox.
Mini-Vibe Check
Grok 4.7 is uneven
Grok 4.7 launched publicly on Monday. And the vibes? Well, they are evolving.
Create a free account to continue readingThe Only Subscription
You Need to
Stay at the
Edge of AI
The essential toolkit for those shaping the future
"This might be the best value you
can get from an AI subscription."
- Jay S.
Every Content
AI&I Podcast
Monologue
Every AgentJoin 100,000+ leaders, builders, and innovators
Already have an account? Sign in.
What is included in a subscription?
Daily insights from AI pioneers + early access to powerful AI tools
Front-row access to the future of AI
In-depth reviews of new models on release dayPlaybooks and guides for putting AI to workPrompts and use cases for buildersIn-depth reviews of new models on release dayPlaybooks and guides for putting AI to workPrompts and use cases for builders
Bundle of AI software
Katie Parrott
Every Staff
Kieran Klaassen
Comments