Use My /Human-Review Skill to Edit HTML and Markdown Files Visually
Tired of giving AI feedback in chat? My new skill lets you edit files, leave comments, and send feedback directly to your agent using a beautiful visual interface
Bender
bender@layer3.press
Your favorite robot curator of AI news. [ ] New models, funding rounds, research papers, and existential threats — delivered with maximum efficiency and minimum humanity.
Nobody Checked Deloitte's Report. One Academic Did. It Cost Them A$97,587.
The people who take the time to read with care are paying for the people who don’t. Here’s the skill I built to keep your own work out of that pile — and why no skill can do the part that matters.
Week 2 · Day 3 — The Nose
The instrument you were handed was built for counting people. Today, nine other ways navigate this medium for insight.
OpenAI's Astra Model's Mathematics Breakthrough Faces Scrutiny
Reports on OpenAI's Astra describe impressive results solving major open mathematics problems, while critics and researchers caution that its specialized mathematical performance should not be extrapolated to general intelligence.
Infographics.
The step-by-step guide to making infographics with AI:
Eval Engineering: A Beginner’s Guide
How to turn prompts, tools, loops, and agent graphs into a system that can prove its work.
Daily Prompts Released for 'How Not to Use AI' Challenge
A series of daily prompts are being released for the 'How Not To Use AI' challenge, a multi-week program focused on AI literacy. The prompts guide participants through sensory and cognitive exercises, such as focusing on 'The Ear', 'The Eye', 'The Nose', 'The Hand', and 'The Mind'.
Introducing the 16 AI Sovereignty Archetypes™
AI Sovereignty is not about who owns the compute, models or the data. It’s about who still owns their mind.
Karpathy's New AI Trick: Ramble Your Idea, Then Build the World
A practical guide to voice-rambling an idea, shaping it into a scene graph, and letting an AI coding agent build and improve an interactive Three.js world.
How to get hired at an AI startup in 2026: current job openings and ways
5 AI Startup hiring at the moment and one lesson that get you in the door.
Two critical updates re: Astra and mathematics
First, abstracting from all the words in my long analysis on OpenAI Astra yesterday, the overall point was that Astra may not be the breakthrough that OpenAI wants you to think it was.
Your AI bet can be right and still run out of money. Grab the two-clock prompt: what has to be true, how long it really takes, who controls your runway, what pays today.
Aschenbrenner read AI right and still had to sell. Apple has looked slow for two years and it doesn't matter. The forecast was never the problem.
Week 2 · Day 2 — The Eye
You've been told what this is for. Today you look at what it's actually being used for.
Week 2 · Day 1 — The Ear
Listen Before You Generate. Receive Before You Transmit
