ReddJx retweeted
Remember when an old man Trump supporter heckled Obama and he encouraged the crowd to beat him while they chanted USA and then he insulted the old man's weight before he had police arrested the beaten Trump supporter?
Oh wait, my bad.....
friendly reminder
I don't recommend anyone scramble to move their funds to new wallets today. But we should take the risks to cryptography from AI-accelerated math seriously, and minimize our exposure to not just quantum-vulnerable cryptography, but also potentially AI-vulnerable cryptography.
The core new area of risk from this viewpoint is, unfortunately, ML-DSA / FHE / lattices.
(and it's also another reason, along with quantum, why ECDSA might fall even faster than expected, hence the "fresh address" recommendation)
So far most people have been in the mode of thinking "elliptic curves broken, hashes safe, lattices safe". But there is a good chance that the concrete security of lattices will take serious hits from the next two years of AI math.
The basic threat model is: factoring is something that naively takes 2^(n/2) time, but over decades smart people have found and optimized number field sieves, and degraded that to 2^O(n^(1/3)), which is why RSA keys and signatures need to be ~400 bytes (and not 64 bytes). What if there are skeletons in the closet like that, both for elliptic curves and lattices, that we are simply not smart enough to discover - but bots soon will be?
This is a major part of the reason why for the past year ethereum's lean roadmap has been going in the "hash-only" direction: no lattices, no ML-DSA, no Falcon, no lattice-based commitments inside ZK proofs, etc. Signatures in lean ethereum are all hash-based, either WOTS or SPHINCS-.
For signatures and proofs, we already know how to go hash-only. The bigger challenge is for *public-key encryption* - and this goes far beyond blockchains. Secure communication, anonymizing protocols, lots of things need public-key encryption.
And unfortunately there are long-standing mathematical theorems showing why public-key encryption cannot be done with hashes alone. You have to have some kind of trapdoor object that has at least one form of usable "structure" - either group theory (incl. isogenies) or lattices or code-based or potentially in the future even more newfangled and spooky things (local mixing?). But for anything that has structure, you should assume that AI will make at least some progress in breaking that structure. Here, one reasonable inference is that if you want to make something plausibly long-term secure, multiply the key sizes by 10.
To me that's a very plausible world and something not at all extreme to predict. If AI will bring us 50 years of math in 2 years, then that 50 years of math may very plausibly include a "naive factoring -> GNFS" level of improvement to our ability to break lattices. In that world, lattices will still exist, but they will have to be significantly bigger to guarantee the same level of safety.
And at those new larger sizes, hash-based constructions will beat lattice-based constructions on concrete efficiency in every use case where hash-based constructions are possible at all.
Theoretically, of course it's possible that hashes are broken too (eg. P = NP would imply that). But I think P = NP is very unlikely. And intuitively, it's much more likely that a mathematical object has exactly no exploitable structure (like hashes are intended to), than that a mathematical object has exactly ~3 forms of exploitable structure (for elliptic curves: associativity, Schoof, pairings) and not some secret fourth form of structure we have not yet discovered that greatly degrades its security (for elliptic curves, ECDLP and pairing security). Similar for LWE, SVP, RLWE and the zoo of lattice problems.
For this reason, we do not yet see any reason to worry and start padding the byte size of hashes (if we start to worry more, we would pad the round count first before doing anything to the byte size).
Concrete TLDR, my own personal views:
* Hash-based > lattice-based, in those situations where hash-based is possible at all
* For anything lattice-based, be much more paranoid on param sizes. Remember that blockchains are only a small portion of the cryptography story; this point goes far beyond blockchains and applies to eg. access to websites, secure messaging, Tor / VPNs ...
* For privacy protocols, strongly favor NOT putting encrypted notes onchain. Instead, send them offchain through some third-party mechanism.
* If it's not difficult for you, keeping your funds in addresses which have not yet been used to make a transaction is a good idea. If it's easy for you, do it. **But be careful about migrations; I personally have lost more money in botched migrations than I have lost in all hacks combined**.
* For multisig wallets, doing confirmations offchain is better than onchain, because this way the signatures of signer wallets do not get exposed to the public, so if ECDSA falls to AI much faster than expected, at least the multisig "gracefully degrades" to a 1-of-1 where the 1 is whoever was gathering the signatures - a much better place to be than "anyone can take the money"
firefly.social/post/x/210783…
ReddJx retweeted
#OPSEC365 181/365
Audio watermarks can identify who leaked media.
Netflix, Disney+, and movie studios embed inaudible watermarks in streaming audio that identify your account. If you record and share the content, the watermark traces the leak back to your specific stream.
Netflix embeds per-stream watermarks. Sharing a recording identifies your account to the millisecond.
#OPSEC365
ReddJx retweeted
Unfortunately Death Row had a Pac wannabe on their label as well. After Pac passed and Snoop left the label Suge signed “Tha Realest” and Top Dogg (A blood version of Snoop). Suge told the Outlawz “Y’all better find a new Pac or I will”.
ReddJx retweeted
The younger generations will never understand just how much fun the first GTA was. And it looked like this.
Gameplay > graphics.
Every time.
ReddJx retweeted
@rocktards lemme guess.... this juice in a shot glass ??🤣🤣🤣🤣🤣🤣
ReddJx retweeted
LAYOFFS IN 2026:
GET LAID OFF
You join a normal meeting and leave without a job.
Years of loyalty can disappear in a 10-minute video call.
GO HOME
Except home is where you were already working when you got laid off.
You close the company laptop and suddenly realize you have nowhere to log in tomorrow.
WATCH YOUR MENTAL HEALTH DECLINE
At first, you tell yourself you'll find something quickly.
Months of rejection can turn confidence into anxiety, isolation, and hopelessness.
PUT YOUR RELATIONSHIP UNDER PRESSURE
Bills don't stop because your income stopped.
Financial stress starts affecting relationships that had nothing to do with your job.
APPLY FOR HUNDREDS OF JOBS
Job hunting becomes your new full-time job.
You send hundreds of applications and still wake up to automated rejections.
GET REJECTED BY EVERYONE
Recruiters stop replying. Friends stop asking how the search is going.
Even family gatherings become uncomfortable because everyone asks the same question.
START BORROWING MONEY
Savings disappear faster than expected, but rent, food, and bills remain.
Eventually, asking people for help becomes less embarrassing than having nothing.
LOWER YOUR EXPECTATIONS
You stop searching for the perfect role and start searching for anything that pays.
Salary expectations, job titles, and career progression become secondary to survival.
WATCH YOUR CAREER SLIP AWAY
The longer you're unemployed, the harder it can feel to explain the growing résumé gap.
A layoff that wasn't your decision starts feeling like something you're being punished for.
WATCH THE COMPANY MOVE ON
Your replacement may be cheaper, your responsibilities redistributed, and your position forgotten.
Meanwhile, you're still rebuilding the life that one corporate decision disrupted.
ReddJx retweeted
That’s why using Tails OS, Whonix, or Kodachi (this looks like it might be the one- can anyone recognize the interface?) with automated data self-destruction is always a smart move…
In the footage, two police officers can be seen “working” on the suspect’s computer. One pulls out a flash drive and plugs it in, only for the data to start self-destructing and wipe everything…
As reported, the suspected owner of the deep-web marketplace escaped punishment thanks to a police officer’s mistake and was recently released.
ReddJx retweeted
VPN set to 🇹🇷 = cheaper flights.
VPN set to 🇯🇵 = cheaper hotels.
VPN set to 🇳🇬 = cheaper subscriptions.
VPN set to 🇰🇿 = cheaper digital games.
VPN set to 🇲🇽 = cheaper car rentals.
That’s the Cheat Code.
ReddJx retweeted
Be prepared, there is a small chance that our horrendous leadership could unknowingly lead us into World War III.
ReddJx retweeted
Replying to @AkademiksTV
She said that's my ex we're on & off fuck man these bitches are something else so basically she was fucking to, niggas man PAC saw this shit years ago Bitches get horny niggas die.
ReddJx retweeted
Replying to @Raindropsmedia1
The ring is fake her family called her out for not telling the truth this broad is still single af crying on the internet 😂



























