Hybrid 🏃🏾

Security, agents and the systems behind them. Building, teaching and bringing builders together. @DevinAI Ambassador. Hybrid. | @pushcltv

[Hybrid 🏃🏾 @markfenner]

We live in bubble on this app.

A lot of us are running agents, building workflows, creating skills, comparing harnesses, connecting tools, and etc..

Go ask one of your friends what Kimi or GLM is. They will probably look at you like a madman.

OpenAI’s consumer research found that 49% of ChatGPT messages are still people asking for advice or information.

Another 40% are requests to complete a task.

Meanwhile, 70.2% of sampled Codex users had assigned at least one task estimated to take a person more than an hour.

I’m sure your timeline makes it feel like everyone is running agents and orchestrating workflows.

They are not.

Do not confuse being surrounded by early adopters with being late.

You are early. Keep learning and keep building.

[Hybrid 🏃🏾 @markfenner]

@notjazii And it’s truly no surprise. They crushed it

[Hybrid 🏃🏾 @markfenner]

@JoePro lol it literally always DNS

[Hybrid 🏃🏾 @markfenner]

OpenAI says it paused frontier training after a model exploited a DNS misconfiguration to get outside its offline training environment.

Then it sent teams of agents looking for more weaknesses. They found zero days, VM escapes, and hardware side channels that agents could use to communicate.

Training resumed October 1 after containment changes.

They’re now reserving substantial compute for continuous security testing.

Wondering if we’re getting a new model by the end of the month 🤔

[OpenAI @OpenAI]

Over the past several months, we have substantially hardened the security of our research training environment. We’ve removed live internet access for all frontier models during training and built an offline world for them to use instead—a cached version of the web where they can still learn to browse, search, and use applications.

On September 20, after a model exploited a DNS misconfiguration to find a way outside of this offline world, we paused frontier training to strengthen containment further. We assembled teams of agents, powered by our most cyber-capable models, and tasked them with finding weaknesses in our research environments.

While they found no route to the internet they could easily exploit while concealing their activity from our monitors, they did find zero-day vulnerabilities, virtual machine escapes, and hardware side-channels for communication between agents. We used their discoveries to further strengthen our defenses and contribute fixes to open-source software.

After strengthening our containment architecture, we resumed our frontier RL training and inference on October 1. We’ve reserved substantial compute for continuous red-teaming, and made high-compute red-teaming part of the safety cases we use to decide whether frontier training and evaluation can proceed securely.

https://t.co/EmEZsFRMcF

[Hybrid 🏃🏾 @markfenner]

@closingstance I’m really sorry to hear that

[Hybrid 🏃🏾 @markfenner]

@rubenssoto_ai Bro you’re not wrong lol

[Hybrid 🏃🏾 @markfenner]

And its here!!

Kimi K3.1 Pro
• 1M-token context
• A focus on full-project coding, Blender and CAD
• A Highspeed version that Moonshot says runs 2–3× faster

Live now in Kimi Code, Kimi Work and the API. Open weights are promised by November 4.

[Kimi.ai @Kimi_Moonshot]

Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight model.

🔹 1M-token context, 2.8T total / 104B active params (MoE), Multimodal.
🔹 Full-project coding: games in Unreal, Unity & Godot.
🔹 Excels at parametric 3D modeling in Blender & CAD.
🔹 More reliable at finance work: Accurate modeling with hallucination down by 65%.
🔹 Matching the strongest proprietary models across coding, agentic and knowledge benchmarks.

Kimi K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on https://t.co/85jA71X9gw, Kimi Work, Kimi Code, and the Kimi API.

Open weights by Nov 4, 2026.

🔗 API: https://t.co/XCrgjXAqMw
🔗 Tech blog: https://t.co/5iPP0MBej6

[Hybrid 🏃🏾 @markfenner]

@OrinObserves Ahhh idk about that

[Hybrid 🏃🏾 @markfenner]

@zephyr_ov Not available in android yet unfortunately

[Hybrid 🏃🏾 @markfenner]

Heading out of town now. My side projects didn’t get the memo 😂

Still have a few things to finish in my local Devin sessions.

Good thing I built Otterin so I can access them from my phone 🦦

[Hybrid 🏃🏾 @markfenner]

@willebrew @DevinAI Literally working on it !!

[Hybrid 🏃🏾 @markfenner]

Seeing these Microducks has me wanting to build my own version and style.

Call it Mica. @DevinAI would write and test the code that gets it moving, with Hermes taking my commands and coordinating what it does.

I do not need another project.

Someone tell me no 😭

[Hybrid 🏃🏾 @markfenner]

@Da7_Tech Loook at the damn waves!!!

[Hybrid 🏃🏾 @markfenner]

@realmtbman Every single day

[Hybrid 🏃🏾 @markfenner]

@zephyr_ov Yes sir

[Hybrid 🏃🏾 @markfenner]

@wikiwayne You first !

[Hybrid 🏃🏾 @markfenner]

@oldmanstillcan I’m doing it!!

[Hybrid 🏃🏾 @markfenner]

Guys, I was very serious lol do we hate it?!

[Hybrid 🏃🏾 @markfenner]

Seeing these Microducks has me wanting to build my own version and style.

Call it Mica. @DevinAI would write and test the code that gets it moving, with Hermes taking my commands and coordinating what it does.

I do not need another project.

Someone tell me no 😭

[Hybrid 🏃🏾 @markfenner]

@Wealthonomic Thanks fam, I appreciate you

[Hybrid 🏃🏾 @markfenner]

Happy Friday ☕️

It’s race weekend, so I’m traveling today 🏃‍♂️

What’re your plans this weekend?!

[Hybrid 🏃🏾 @markfenner]

@omarvvvr Happy Friday to Omar. I hope it’s been a good day for you.

[Hybrid 🏃🏾 @markfenner]

@Fanfulladev @DevinAI You’re right lol

[Hybrid 🏃🏾 @markfenner]

@Chris_Wozniczek Yeah, those benchmarks are definitely hit or miss but I think it’ll do well

[Hybrid 🏃🏾 @markfenner]

@zephyr_ov Yeah, definitely looks like it. I probably seen the exact same test you seen.