ทวีตที่ปักหมุด
『Freezen』
2.5K posts
@Freezen_2 Oh, you can actually see that this was a mistake in our prompt (old part of prompt that we did not remove), the tool returned error there when accessing those files because they did not exist
English
We replicated Mythos findings in opencode using public models, not Anthropic's private stack.
The moat is moving from model access to validation: finding vulnerability signal is getting cheaper; turning it into trusted security
A better way to read Anthropic's Mythos release is not "one lab has a magical model."
It is: the economics of vulnerability discovery are changing.
We took the patched public Mythos examples and tried to reproduce them with GPT-5.4 and Claude Opus 4.6 in an open-source harness. Every run stayed below $30 per file.
AI models are already good enough to narrow the search space, surface real leads, and sometimes recover the full root cause in battle-tested code.
The takeaway: model access is not the moat anymore. Validation is. Finding vulnerability signal is getting cheaper; turning it into trusted security work is still hard.
Co-authors: @KlaKlo_, Amadeusz, Marek, Kuba, Mikolaj
Dawid Moczadło@kannthu1
UPDATE: We were able to replicate the Mythos findings using existing models (GPT5.4) Writeup coming early next week, no BS prompts, it's real reproduction
English
@Freezen_2 you can download full message transcript in the post
English
@XYJtrades How many day to expiration you took for this swing position (out of curiosity) ? Great trade btw !
English
There isn't a special method to positional/swing trading.
The logic is identical across all time-frames...
That's why it is so powerful.
Afyz@XYJtrades
Closed out my QQQ Swing puts on Friday at our monthly identified key level. This is really how wealth is generated... HTF models, letting capital do the heavy lifting. I don't feel the need to post a large P/L for you. My analysis was made public in February. I was extremely one sided for our Q1 indices candle. I want you guys to remember that these HTF models are always where I allocate large swing positions, and I want you to do the same in the future as well. We day trade to create a cash flow. Our investments create annuities/empires.
English
@AccurateTradez 1. What's your filter to not trade/execute a setup ? (since you are able to trade most profile even seek and destroy)
2. When do you wait for 10.30 (beside when you try to long HOD/short LOD)
3. Do you always choose the leading asset, if not why ?
English
I’m making a trading Q&A this week.
Be honest…
what’s actually holding you back from becoming profitable?
Or drop any question below 👇
English
@TraderSumo1 oh ok thanks was just wondering btw, thanks for answering tho ! What broker are you looking at to add ?
English
@Freezen_2 I never said they only allow 2. They allow up to 4 accounts. Read their terms. Do your own research.
English
It's been a month running this experiment. In total running 6 accounts. Will continue to add more.
Where I started it and where I'm at currently:
Sumo@TraderSumo1
I am experimenting with running personal accounts through a copy-trader, similar to running prop accounts. Pros: Risk management, capital deployment, and psychology. Cons: Most brokers will only allow two accounts. I think getting 10 accounts along with with a bunch of props would be extremely profitable.
English
Feeling good today
Recap NQ Longs
Accurate Tradez@AccurateTradez
Back from vacation, so I am back to clocking in😔 $NQ
English
@sheentrades Common its only half a mil💀 (price went so up on those elegante that's crazy)
English
I'd give up a kidney for this watch. Quartz movement = genius
English
@RealBMTrades 30 to 33 is peak for male body, you are not getting old you just getting better (and also anything below 37 is still young)
English
@Eli5defi didn’t they ban that and will suspend your account for that?
English
completely forgot they banned using subscriptions for this and you need api
i hate anything api related such a waste
anyone finding the solution to this? my current one is too small to run a big model
any good small open source models?
Loopify 🧙♂️@Loopify
good morning help me name my Mac Studio
English
@_not_a_fish @StoicTA Also question, what LLM did you use ? do you run it locally, or what subscription do you use ? Hope i was able to help if you weren't aware
English
@_not_a_fish @StoicTA Hey man, if not done/aware I strongly recommand you to ask clawdbot to do a security audit and to fix potential security breach (many new user are not really aware of it), I also recommend of not pasting any API key directly in the chat but rather do it by pasting them in a file
English
This is insane #openclaw
Spent my Valentine’s day figuring this system out, the amount of opportunity at my fingertips is wild, it’s hard to narrow in on one idea and push
What should I do with it???
Lil Fish@_not_a_fish
no trades today I WILL NOT BE LEFT BEHIND #openclaw ifykyk
English
『Freezen』 รีทวีตแล้ว
@XYJtrades @Tradeify @LathyrusHQ I might be honest i would like to swap the Tradeify account for few free month into lathyrus discord if i win the giveaway
(All respect to Tradeify, but i struggle a bit in my trading career rn)
English
『Freezen』 รีทวีตแล้ว
Going to be doing a little holiday giveaway.
I will personally be gifting 3 people a
150k lightening funded account with @Tradeify (who we recently partnered with and I really like their team / product / ethos)
All you gotta do is
1. Follow @LathyrusHQ
2. Follow my team (@Jay_ssmt @yusufali_khan @FerociousTrader @SplashTradez @traderiku)
3. Reshare this post
4. Comment why you need this account
I’ll announce the winners in a few days and we can do the giveaway via PayPal / zelle whatever works ($510 for the account)
English
Trade breakdown.
How to use Advanced premium & discount
English