warkan4

Winner | AI Enjoyer | Work, focus & modern problems

[warkan4 @warkancash]

Another Dan Koe banger

His last long essay on X did something like 200M views, so when he drops a new one, it’s probably worth paying attention

Main idea:

AI won’t just punish people who don’t know how to code

It will punish people who don’t know how to move without permission

Agency, taste, persuasion, persistence, iteration

That might be the real skill stack for the next decade

[DAN KOE @thedankoe]

https://t.co/9DllJuH2ie

[warkan4 @warkancash]

OpenAI expanding Daybreak feels like the other side of the Mythos 5 story

Anthropic’s cyber model became a “maybe this is too powerful” moment

OpenAI’s answer is basically:
fine, then give the strongest cyber AI to trusted defenders only

This is where frontier AI gets very weird

The same capability can look like a weapon in one context
and critical infrastructure defense in another

[OpenAI @OpenAI]

We’re expanding OpenAI Daybreak to help democratize patching vulnerable software at machine speed:

- Codex Security plugin: find, validate, and fix vulnerabilities right inside Codex

- The full version of GPT-5.5-Cyber model: a great model for trusted defenders

- Cyber Partner Program: powering products built on top of our best cyber capabilities for leading security companies to secure the world's software

- Patch the Planet: working with maintainers to secure critical open source projects

https://t.co/hyIi6gQmkm

[warkan4 @warkancash]

If this Mythos 5 / NSA quote is real, AI news has fully left the product-update era

we went from:
“new model is better at coding”
to:
“this model allegedly broke into classified systems in hours”

in the same industry cycle

The weirdest part is I can’t even tell anymore what is real, what is marketing, and what is national-security panic

frontier AI is getting very hard to read

[Polymarket @Polymarket]

BREAKING: The NSA confirms Mythos “broke into almost all of our classified systems, not in weeks, but in hours”

[warkan4 @warkancash]

Bro why are we lying?😭😂

GTA 6 probably won’t be some crypto cash-out machine

Rockstar doesn’t want that chaos anywhere near the main game

The real money will probably be where it always is:

attention

clips, RP communities, creators, memes, drama, guides, servers

cashing out GTA dollars - No
owning the audience around GTA - Yes

[gemchanger @gemchange_ltd]

https://t.co/pOkEfRXIc4

[warkan4 @warkancash]

I’ve realized I get way more energy when there’s real competition around me

Not in a toxic way. More like: someone is moving faster, testing better ideas, building sharper systems and it makes me want to understand what I’m missing

That’s why AI UGC is so interesting right now

Every week there’s a new workflow, new creator format, new brand using AI content in a smarter way, new platforms rules🤪

It feels like one of those spaces where the rules are still being written in public

and that makes it hard not to study

[Noah Frydberg | Tiktok Shop For Brands @maverickecom]

https://t.co/TmMm1IiNet

[warkan4 @warkancash]

The next AI skill is not prompting

It’s loop design

According to the clip, Anthropic engineers are running huge numbers of agents with self-improving loops

That sounds insane until you realize the shift:
- you don’t ask the model once
- you build a system that keeps checking, improving and running again

AI work is moving from “write better prompts”
to “design better feedback loops”

[Movez @0xMovez]

Creator of Claude Code:

"At Anthropic, almost 100% of our engineers are running 100+ agents with self-improving loops

self-improving loops help agents become better with each run."

in a 1-hour podcast, Boris explains how they build agents loops from sratch.

Claude + loops + routines + dynamic workflows - that’s the secret.

Watch the talk, then read how to apply the same playbook to quant trading below.

[warkan4 @warkancash]

Record & Replay in Codex feels like a quiet shift

Instead of writing a perfect prompt, you just show the agent how the task works once

That’s probably the future of a lot of automation

not prompt engineering

worker training👨‍🏭

[OpenAI Developers @OpenAIDevs]

Show Codex a workflow once. Reuse it as a skill.

Record & Replay lets you show Codex a recurring task, like filing an expense report or submitting a time-off request.

Codex turns that demo into an inspectable, editable skill.

You control when recording starts and stops.

[warkan4 @warkancash]

Dario saying early testers called Mythos 5 a “super weapon” and said you should need a “gun license” to use it is insane framing

A few years ago AI was “write me an email”

now CEOs are talking about models like restricted technology

Whether this is real danger, marketing, or fear-mongering
the fact that this is even the conversation tells you where frontier AI is going

[Polymarket @Polymarket]

JUST IN: Anthropic CEO Dario Amodei reveals companies testing Mythos warned it was a super weapon & said using it should require a “gun license.”

[warkan4 @warkancash]

🚀SpaceX buying Cursor for $60B is one of those headlines that sounds fake until you realize where AI is going

This is not just about a code editor

It’s about owning the workflow where software gets built

If coding agents become the new operating layer for developers, then Cursor is not a tool anymore

It’s distribution, behavior data, developer habit and AI workflow lock-in

Suddenly $60B starts sounding less insane

[DogeDesigner @cb_doge]

BREAKING: SpaceX is acquiring Cursor in a $60 billion all-stock deal.

• Cursor is being valued at $60 billion
• Cursor will become a wholly owned SpaceX subsidiary
• Cursor shareholders will receive SpaceX Class A shares
• The exchange ratio will be based on SpaceX’s 7-day average share price before closing
• Subject to regulatory approvals and customary closing conditions
• Expected to close in Q3 2026

Cursor is one of the world’s leading AI coding platforms and one of the fastest-growing software companies. This marks one of the largest AI acquisitions ever and significantly expands SpaceX’s footprint in AI.

[warkan4 @warkancash]

@ns123abc is this confirmed or just export-control fan fiction?

[warkan4 @warkancash]

YOU don’t need more motivation

You need a calmer system

Most people try to reinvent their entire life in one week:
wake up at 5, cold shower, perfect routine, 12-hour workday, monk mode, no dopamine...

then they burn out and disappear

Real progress is usually less dramatic

Pick one direction, one useful skill, one simple workflow, and keep improving it

Small moves compound when you stop turning your life into a punishment

[warkan4 @warkancash]

@Dexerto late-stage consumerism found a sandbox mode

[warkan4 @warkancash]

@MatthewBerman why drop the nuke during warmups

[warkan4 @warkancash]

Most tech companies are trying to build better apps

Elon is tweeting about making the Sun sentient so consciousness can spread to the stars
say what you want, but this is why his posts hit different

🤬one side of AI Twitter is arguing about token limits

🚀The other side is casually discussing civilization-level sci-fi missions

[Elon Musk @elonmusk]

Make our Sun sentient to understand the Universe and extend the light of consciousness to the stars

[warkan4 @warkancash]

@charliebcurran banana diplomacy

[warkan4 @warkancash]

Anthropic is having one of the craziest AI weeks I’ve seen

first, its strongest models get caught in export-control chaos
now there’s reportedly a class-action lawsuit over Claude Max usage limits

people paying $100-$200/month for AI and still arguing about invisible limits is such a 2026 problem

The AI subscription era is getting messy fast

[NIK @ns123abc]

🚨BREAKING: ANTHROPIC SUED FOR FRAUD

A customer filed a federal class-action lawsuit Monday claiming he hit 15% of weekly allowance in just one 5-hour sprint.

“The actual usage provided by the Max 5x and Max 20x plans is far below the advertised amount.”

They are calling it marketing fraud.

[warkan4 @warkancash]

@Polymarket why restrict Anthropic if the capability is already everywhere?

[warkan4 @warkancash]

AI news is starting to feel less like tech news and more like a legal/political thriller

one day it’s new models and coding agents

next day it’s export controls, investigations and government pressure

the fun startup era of AI is slowly turning into something much heavier🫠

[Cointelegraph @Cointelegraph]

🚨 JUST IN: OpenAI is being investigated by a coalition of US state attorneys general, per Bloomberg.

[warkan4 @warkancash]

@Cointelegraph AI is officially entering the big tech lawsuit era

[warkan4 @warkancash]

@omarvvvr even calculator apps have haters