October was a ridiculously big month in AI. Here are the 5 updates actually worth knowing, with one thing to try for each.
Skip the noise. These are the updates that change what you can do this month, and the last one is the one I’m most excited about.
01
Personal AI agents are everywhere
Over the last few months, every big AI company launched an agent that knows you and gets things done on its own. Hark Pro and Claude Duet arrived in October.
You don’t need all 5. Pick the one tied to the AI you already use, give it one task you do on repeat, and see how much mental load it takes off you.
Paste this into the agent you pick, or into Claude with your email and calendar connected.
02
Meta and Google raised the bar
Meta released Muse Wonder and Muse Wonder Full on October 12. In independent testing by Artificial Analysis, Muse Wonder Full landed right next to the top models on real work tasks. Google opened up Gemini 4 Argon to paid Gemini users on October 13.
More competition is good for all of us. Run the same task in two AIs, then have one of them judge both answers and combine the best parts.
03
AI video popped off
Claude Motion launched October 8. Type /motion and Claude turns your ideas, charts and text into short animated videos you can edit and download. It’s in beta on Claude Team and Enterprise plans.
To edit your own filmed clips, free tools on GitHub like video-use, HyperFrames and Remotion’s skills work with Claude Code. Browse more in this list of video skills, which grades each one for safety.
Whatever you use, give it references and style rules first. Faster production is useful. Faster AI slop isn’t.
Save the approved rules in your Project instructions so every video chat starts with them.
04
AI-assisted hacking is real
In October, researchers used AI to find two critical flaws in PHP, software behind a huge share of websites. Patches are out, but AI makes attacks like this faster to find and easier to scale. Three habits close most of the gaps:
05
Your team’s AI knowledge can finally compound
This is the one I’m most excited about, because I launched Avori this month. Avori is an AI workspace for you, your human teammates and your agent teammates, all in one place.
It comes with a marketplace of more than 100 ready-to-go agents and skills, so you and your team can start using AI that works on day one instead of building everything from scratch. And when someone on your team builds an agent, workflow or skill that works, they can share it with everyone. It works with Claude or ChatGPT, and invites are going out in waves.
I’m so excited for you to finally try this out. You can join the waitlist here.