Eli Heuer retweeted
entire sectors are yours for the taking.
big organizations aren't going to become "AI Native."
they are obsolete.
do with this information what you will.
Eli Heuer retweeted
I cannot definitively prove this, but if you demand professionalism in its communication, it appears that its thinking process itself altered. The code it writes has a different quality of modularity/composability. We have a usgc-handbook plugin for internal use, I cannot describe the utter pleasure of working with Claude that speaks proper english and responds in a console style that's professional in true sense of the term.
I see a bunch of memes where the midwit gives a massive md file of instructions and the grug/elite just say "Fix it". I am not sure if this is a good idea. "Write a to-do list app" -> it's output isn't objective and falsifiable unless you are also accepting a wide range of outputs.
From talking to Claude why this may be true:
> Attention heads activate on register features (terseness, formality, vocabulary) and those features are correlated in pretraining with authorship traits — senior engineers, documentation, well-maintained repos. Conditioning on the register moves the model toward that region of the data manifold, and code quality is a property of that region.
I am not an expert at LLM in the slightest, but what I can say is that my observation aligns with it. YMMV.
The @usgraphics IBM engineer naming prompt, for everything. Software went to slop when they traded the pressed shirt and ties for hunchbacked hoodies and backpacks.
The "design engineer" archetype in intelligence era needs be someone much further-reaching on both ends.
Beyond DESIGN,
a keener social intuition, a rich visual + tonal vernacular, broadly read, a deep understanding of people. They need to be deeply-feeling themselves, and not Maslow's 'existential zombies.' They need an investigative & suspended disbelief, but also a discernment and sanity to prevent psychosis. Far beyond just buttons + sliders. Much closer to a novelist or anthropologist.
Beyond ENGINEER,
a deep-seated intuition of machine intelligence: how they traverse latent space, what they can / cannot do well. A scientific approach to prodding this 'grown-not-built' intelligence. Far beyond just CRUD apps. Practically: ability to fine-tune + benchmark models, among other skills, to bridge machine intelligence to the more design/humanistic.
FWIW: all this is very good for a field — software design — that has recently (and rightfully) become the butt of jokes, and seen as a very unserious discipline
This is beautiful, AI removing human design slop.
Authorless AI design is going to be better than ego driven human design and corporate design-by-committee is so many areas. The dream of modernism.
I am gatekeeping this workflow but I have a bunch of Codex resets I need to use before the end of the month, so I got a draw, proof, review feedback loop going with GPT-6 Astra that is doing a really good job adding missing Hebrew and Bold drawings to Virtua Grotesk.
I only use Runebender to clean up the last 5% of the work, and I think with better context files I can get that down to 1%.
Running Qwen3 4B locally inside Runebender on an M4-Pro 48GB MBP.
About 52 tokens/s. The editor starts its own llama-server and talks to it over its API on localhost. The model gets the same tools Claude Code gets through the editor's MCP server, but nothing leaves the machine.
Eli Heuer retweeted
People are not understanding what is happening with media + IP + the ownership of ideas.
Everything from 1893 to 2019 was the equivalent of the fucking Dark Ages, and we're exiting that in a way that has catastrophic results for economies built around this.
This is the kind of local AI influencer content we need, you can do a LOT on 5 year old gaming GPUs, all my early models were trained on a RTX 2060 Super 8GB.
Eli Heuer retweeted
Please read, particularly the comment on the conspicuous absence of cryptography results in the OpenAI results.
We need frontier cryptography research in the OPEN.
Please help us accelerate it at yukon.org
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash.
Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase).
Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets.
IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster).
Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot.
Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time?
Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.)
Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once.
Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case.
I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026).
Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS.
Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security.
The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
I just looked and the Illustrator one uses Kurbo, nice. :-)
free and open source reverse engineered adobe products
getartcraft.com/apps
Readers added context they thought people might want to know
The linked projects describe their apps as clean-room reimplementations built from scratch in pure Rust from public specs and observed behavior, not reverse engineered.
github.com/storytold/phot…
github.com/storytold/vect…
github.com/storytold/vect…
github.com/storytold/phot…
getartcraft.com/apps

























