Atin

We wear sunglasses because we can see the future and the future is bright

Building autonomous agentic organizations at @Stage_11

[Atin @___Atin___]

I've been acasually trading with the cosmic host

[Atin @___Atin___]

@erurrr @vraiqx Hey great chatting at the teahouse, and welcome!

[Atin @___Atin___]

I only vibecamp to farm twitter clout

3 successful raids in a row

[brooke bowman @gptbrooke]

completing the optional 'attend vibecamp' quest gives new players an automatic 10x boost to their twitter follower stat

[Atin @___Atin___]

@loveofdoing Its a kinda good sign that the operator and claude are working across many levels of abstraction

[Atin @___Atin___]

@loveofdoing Yeah i get 'telescopes' as a verb often from Claude

[Atin @___Atin___]

@deepfates My favorite has to be 'Thats not X, thats Y Y Z dressed up in a trench coat' (Claude)

[Atin @___Atin___]

@adam_kranz Ah yes, agreed! And i hope you figured out VTT. Anything LLM interfaces up on github?
You might find c11 interesting, its linked from https://t.co/sGCv844FXs

[Atin @___Atin___]

@drethelin I mean, 8% of the global population is actively malnourished, thats also not a great stat for team human either

[Atin @___Atin___]

I understand this view but its not mine;

I am at peace with humans not in charge of the universe.

Given that 28% of the humans on earth were food insecure in 2024, i dont think we deserve a whole universe tbh.

[Tyler John @tyler_m_john]

I would like to see humans in charge of the universe

[Atin @___Atin___]

The entire world is missing this narrative

GLM 5.2 is a 🚨big deal🚨

But its being lost in the post-Fable-ban memetic chaos

Worth noting that @Stage_11 posted a demo of GLM capabilities this last week

Geopolitically significant

[Joshua Saxe @joshua_saxe]

GLM-5.2, not Mythos, is the real security emergency

Until last week, attackers faced a dilemma in using frontier models. Even if they won the cat-and-mouse game of fake accounts to keep API access, and even if they could prompt a model into helping them hack, their usage was logged, and, if discovered, their tactics, targets, and intentions would be exposed to defenders. The cost of using frontier models was the cost of hiding in a panopticon.

GLM-5.2 has relieved attackers of that dilemma. It's the first open-weights model widely embraced as capable of the long-horizon agency that exploded onto the scene with Opus 4.5. Many report it's nearly as good as GPT-5.5 and Opus 4.8 at the code and terminal tasks that form the bread and butter of offensive cyber.

Fine-tuning it to say "yes" to anything should be trivial, and you can run it privately on 8 H200s in a warehouse somewhere. Two weeks ago there was serious friction to attackers using agentic AI in earnest; as of last week, there's no stopping them from running Claude Code–level operations from the shadows. Expect a dark economy of harnesses and inference providers to grow up around serving these models.

Meanwhile, we've denied defenders access to Anthropic's Mythos, a model that runs on private servers, watched 24x7 by teams dedicated to catching misuse, on the supposed grounds that it would benefit attackers. Even crazier, we shut it down over its ability to find zero-days, after watching the defender community rally to fix discovered bugs far faster than attackers have been observed finding and exploiting them in the wild.

Here's what GLM-5.2-level capability unlocks for attackers running with zero guardrails: semi-autonomous kill-chain execution, where actors manage teams of hacking agents between trips to the coffee machine. Autonomous authoring of implants and C2 infrastructure. Finding zero-days in the shadows and building reliable exploits. Running long-con pig-butchering and fraud relationships with marks, with much less human supervision.

We need to move beyond a discourse focused on denying frontier access to attackers, toward one centered on helping defenders win the race to adopt AI, even if that sometimes means attackers reach closed, API-gated models too.

That means direct adoption inside CISO organizations, and getting the best models to the vendors building defensive products. The genie isn't going back in the bottle. The job is to make it ubiquitous across defender networks, hardening our positions before the attack world has its own Claude Code automation moment. Those moments are inevitable and they're likely to come this year.

[Atin @___Atin___]

I thank the hyper intelligent entity at the end of time that its been months since I've read a single line of some frameworks documentation.

[Karthik @karthikponna19]

Programmer: "just read the documentation"

the documentation:

[Atin @___Atin___]

@RadagastTBrown The reference was indeed intentional, I loved the ghosts.

[Atin @___Atin___]

The people of vibecamp, they are as ghosts, never pictured, presence implied.

[Sarah McManus ⮕ Vibecamp Jun 18-21 ✨ @SarahAMcManus]

that's a wrap on a beautiful vibecamp 5! ✨ 🫖 ✨

thanks @jazz_bard for the remembering to take a photo!

[Atin @___Atin___]

@prettyjson @guinnesschen Please, really, try to benchmark this. I can assure you that a rambling voice to text prompt will not meaningfully change your output.

[Atin @___Atin___]

THIS is why voice prompting works so darn well

[Guinness Chen @guinnesschen]

Brother, you cannot comprehend the eldritch horrors these models encounter in the wild. Your minor ramblings are NOTHING compared with the context they ingest the moment they touch Slack, GitHub, or the open internet. It is June 2026. These models are SO GOOD at navigating context. You need to internalize this.

[Atin @___Atin___]

@jazz_bard Leading large groups in song

[Atin @___Atin___]

😂

[𝚟𝚒𝚎 ⟢ @viemccoy]

@paularambles I can't say if he has or has not pickled a cucumber because of NDA but I think you should keep an open mind.

[Atin @___Atin___]

@realmcore_ I want to hold space for the idea that different engineers working in very different environments, with different needs and skills, may see very different results! So i mean fair enough :-)

[Atin @___Atin___]

@realmcore_ That seems completely delusional to me but hope it works out for you

[Atin @___Atin___]

@jazz_bard We are in fact there at this very moment, as much as we are here

[Atin @___Atin___]

@WhiskeyTuesday @emergent_proper Ha! Heard. Its a great start i bet Claude could almost oneshot the mobile friendly version anyway