dev | dad | ai engineer
The Hood
Joined May 2012
- Tweets23.1K
- Following696
- Followers6.4K
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Ghøst retweeted
Everyday is Zeroday
BREAKING: Binance has been hacked with wallets across the Ethereum, Bitcoin, and TRON networks seeing outflows of -$5.7 billion.
The hack includes $1.45 billion worth of Bitcoin and $875 million worth of ETH.
If confirmed, this would mark the biggest hack in crypto history.
We expect more information shortly.
Ghøst retweeted
The largest crypto exchange in the world just experienced the largest robbery in human history—and the person running it is a nomadic autistic man in Dubai posting “Funds are SAFU!”
What a time to be alive.
Ghøst retweeted
seeing an extreme increase in the amount of cyber attacks very recently
be very careful. quadruple check all links and msgs. do not download anything. put product releases on hold to do internal audits etc
in general, shift your mindset to be 10x extra critical of everything
Ghøst retweeted
just build
if you don't put out things you never know the result
need to fail as much as possible
as fast as possible
wake up and fail
wake up and get hacked
wake up and be called a scammer
if your hosting provider isn't hacked, your network isn't hacked and your contracts aren't hacked you aren't trying hard enough
If your community doesn't turn against you it means your coin is too new
if your partners aren't rugging you means you didn't dig enough into crypto
Ghøst retweeted
Call me paranoid, but be extra careful visiting ANY web site in the next few days, as some web admins are not always up-to-date with security patches.
Two vulnerabilities (CVE-2026-109618 and CVE-2026-109619) reported for PHP, the web programming language, affecting servers running popular apps like WordPress and Magento, with patches released October 21, 2026 after details leaked early.
Exploitation was confirmed in the wild soon after disclosure, prompting quick WAF protections and patching by IT teams, as unauthenticated attacks could turn visited sites into vectors for credential theft or device exploits.
Stay SAFU!
Ghøst retweeted
I'm speechless
Thank you!! @elonmusk
Ghøst retweeted
if you somehow focus on making 3K a day thats 90K a month or 1,080,000 a year
Call outs
Trading
Deploying
you can do it! just start focusing on making 500 a day then 1K then 1500 then 2K then 3K.
Find your niche. Ignore the big PNLs on the timeline. trust me. they're noise
Ghøst retweeted
We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case).
I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves.
We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them:
"/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started"
I imagine we'll have some backend services that could be replaced entirely by this new architecture.
