IA๐ดโโ ๏ธ retweeted
๐จ Going out of business sale ๐จ
iOS dev course sales plummeted due to AI. It costs a lot of money to host my courses online and with sales at basically $0, I've cancelled that hosting.
This closes down the site which unfortunately removes access to the courses.
I want you to have the courses you purchased forever, so I've added the ability to download my course videos so they are yours.
I've put my recent course on sale at a large discount so you can get it before it's gone and I've made old courses available for free if you want to grab those too.
The school will be online until November 24th so you have a few weeks to download these videos at seanallen.teachable.com
Thanks for learning with me and supporting my work over the years. I appreciate it.
IA๐ดโโ ๏ธ retweeted
me: hey claude, can you fix this one tiny bug?
claude: absolutely! i've also refactored 37 files for you.
me: what
the app: #ฬขฬอฅฬฬฝฬฝอจฬฬอฬฬฬฝอฆอจอซอฏฬฬฬฬฬอาฬอขออกาฬธฬถฬอขอกาฬตฬจฬญฬณฬฬนฬซออฬฬ อฬซฬฒฬฬฑฬคฬปฬออขออกอ
อ
อฬธฬทฬขอฬฬฬอฃอญอญฬออจฬฝอฬฬออชฬฬอฉองฬออ อ อฬธฬตฬตฬทฬต
IA๐ดโโ ๏ธ retweeted
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/210783โฆ
IA๐ดโโ ๏ธ retweeted
๐ฌ๐ค ืืืืื ืื ืืืืง ืืชื ืืช: ืืจืืข ืฉืืืื ืืืขื ืฉืืืืข, ืืืืข. ืกืจื ืืืดื ืืืืจื 104 ืืงืืช, ืฉื ืืฆืจ ืขืดื ืฆืืืช ืฉื 10 ืื ืฉืื ืืืฉื ืืืืฉืืื ืืืื ืืืืืื, ืืื ื ืืืืืืชืืช. ืืชืืื ืืช ืืณืื ืจืื ืืืืฆืขืืช ืืื ืื ืืื ืืืขื ืช ืืืืฆืจืื ืืฉ ืชืกืจืื, ืืืื, ืืืืืืื, ืคืกืงืื ืืขืจืืื ืฉืืืื ืื ืืฉืืื. ืืืืืจ ืืคืงื ืงืืื ืืขืืช ืฉืืืืืคื ืืืง
IA๐ดโโ ๏ธ retweeted
ืงืื ืื ืืืื ืืงืกืคืจืก? ืฉืืื ืื ืฉืืืชืจ ืขืืงื ืืืจืืื ืืืืื ืืืชืื ืื ืขืจืืืช ืืืจื ืืขื ืืื ืช ืืืืืื. ืืื ืืืืข ืืืืืง ืื ืืชื. ืืืืืื ืืจื ืืืคืืคื ืืืืฉื. ืืืชืจ ืื ืื ืื ืงืื ืฉืืชื ืื ืฉืืืขืื. ืืืืื ืืช ืื ืชืื ืื ืฉืืืคืืคื ืืืืืจ ืืืื ืื ืืงืื. ืื ืืืฆืจ ืืืืขืช ืืฆืืข ืฉื ืืืคืืคื ืืืืืฉื ืฉืืื ืื ืื ืืคืืคื ืืืืืจ ืืืืข ืกืคืฆืืคื ืืืื ืืขืจืืช ืืงืื ืืืืจืืืืจืื/ืกืคืจืืืช ืืืขืจืืช ืืืคืขืื. ืืืืืืื ืืงืื ืื ืืืืื ืืืืื ืืช ืืืืฉื ืฉืืื.
ืื ืืคืฉืจ ืืื ืืข ืืช ืืืืืื ืืื ืืจื ืฉืื ืื ืืืืจืืช ืฉื ืืืคืืคื ืื. ืจืง ืืกืืืช ืืกืงืจืืคืืื ืืงืื ืฉืืืืข ืืืืชืจ ืืจื ืืืฉื ืืืกื ืคืจืกืืืืช ืืื uBlock.
@barzik
blog.laserphile.com/2026/08/โฆ
โผ๏ธ Someoneโs Bluetooth headphones kept refusing to hand audio back to their phone. He discovered the cause was an open AliExpress tab that was generating a tone you purposefully never hear, to secretly track you.
Alibaba's anti-abuse scripts use a fingerprinting technique with a hidden audio graph on the homepage โ a sawtooth tone pushed through the browser's audio engine, then measured on the way out. CPU, OS and browser each process it slightly differently, and that variation results in a fingerprint they can track you with.
Gain is set to zero, so nothing is audible. But the audio graph stays wired to the system audio output, so the browser keeps processing live audio. Tab mute can't stop it, there's no media element to mute.
Some browsers like Firefox have already flattened the fingerprint itself. For example 99.24% of Firefox users return one of just three values. It doesn't stop the audio graph from running though.
IA๐ดโโ ๏ธ retweeted
Just a friendly reminder that Sarah Connor was committed to a psychiatric institution after attempting to destroy AI data centers, a decision made because authorities believed her warnings about the future were the result of delusions.
IA๐ดโโ ๏ธ retweeted
Most people overthink and never start.
Many quit after the first failure. But every winner was once a loser who refused to stop.
Only 1% learn from every fall, adjust, and keep going until they win.
Which one will you be?
IA๐ดโโ ๏ธ retweeted
It is very easy to be pessimistic and right.
Most ideas are bad. Most markets are too early, too small, too crowded, too hard. You can build an entire worldview around seeing the flaw first, and be rewarded for it over and over again
But the strange thing about startups is that the only outcomes that matter come from the places where someone was optimistic and right
I used to underestimate how much this matters. But there is a whole world of difference between reacting to the world as it is, and having enough understanding of the world as it is to still stay open to what it could become
Long optimism
IA๐ดโโ ๏ธ retweeted
During your life, you will meet a lot of people like Raj.
It is important that you ignore them.
IA๐ดโโ ๏ธ retweeted
Martin Scorsese is an advisor to Black Forest Labs.
He's spent six decades shaping how the world sees stories. Now he's helping us shape visual intelligence with human taste and craft at the center.
We sat down with him for a working storyboarding session using FLUX.
IA๐ดโโ ๏ธ retweeted
Claude Mellan's Face of Christ, also known as The Sudarium of Saint Veronica (1649), is one of the most technically extraordinary works in art history...
The entire portrait is rendered using a single, continuous spiralling line that begins at the tip of Christ's nose and expands outward to the edges of the cloth.
Mellan achieved the illusion of depth, shadow, and facial features without any cross-hatching or traditional shading. Instead, he precisely varied the thickness and pressure of the burin (his engraving tool) as he rotated the copper plate, creating "swelling" lines that darken the image where needed.
The spiralling line is estimated to be approximately 150m (about 500ft) long if it were stretched out.
IA๐ดโโ ๏ธ retweeted
This guy used AI to put himself inside World Cup footage and itโs insane.
VERCEL GOT HACKED
ShinyHunters - the group behind the Ticketmaster breach - is selling Vercel's internal database for $2M on BreachForums
here's why every developer should care:
- they have NPM tokens and GitHub tokens
- Vercel owns Next.js - 6 million weekly downloads
- one malicious push = global supply chain attack
- Vercel confirmed the breach today, April 19
- they literally DMed the hackers on Telegram asking them to stop
rotate your env variables RIGHT NOW
Weโve identified a security incident that involved unauthorized access to certain internal Vercel systems, impacting a limited subset of customers.ย Please see our security bulletin:
vercel.com/kb/bulletin/verceโฆ

































